Deep Learning Publication Navigator - subtopic: segmentation

Year TitleAuthor
2017   Constrained Deep Weak Supervision for Histopathology Image Segmentation  Z Jia, X Huang, EI Chang, Y Xu
2017   SegNet: A Deep Convolutional Encoder-Decoder Architecture for Scene Segmentation  V Badrinarayanan, A Kendall, R Cipolla
2017   A Review of Neural Network based Semantic Segmentation for Scene Understanding in Context of the self driving Car  J Niemeijer, P Pekezou Fouopi, S Knake
2017   Semi-supervised Semantic Segmentation using Generative Adversarial Networks  THP Jensen
2017   Retinal Vessel Segmentation in Fundoscopic Images with Generative Adversarial Networks  J Son, SJ Park, KH Jung
2017   Seeds based Part Segmentation by Seeds Propagation and Region Convexity Decomposition  F Meng, H Li, Q Wu, KN Ngan, J Cai
2017   Exploiting saliency for object segmentation from image level labels  SJ Oh, R Benenson, A Khoreva, Z Akata, M Fritz
2017   Fully Convolutional Architectures for Multi-Class Segmentation in Chest Radiographs  AA Novikov, D Major, D Lenis, J Hladůvka, M Wimmer
2017   A Dataset and a Technique for Generalized Nuclear Segmentation for Computational Pathology.  N Kumar, R Verma, S Sharma, S Bhargava
2017   Deep Learning Segmentation of Optical Microscopy Images Improves 3D Neuron Reconstruction  R Li, T Zeng, S Ji
2017   Hierarchical Vertex Regression Based Segmentation of Head and Neck CT Images for Radiotherapy Planning  Z Wang, L Wei, L Wang, Y Gao, W Chen, D Shen 
2017   3D Semantic Maps for Scene Segmentation  C Romero
2017   Weakly Supervised Semantic Segmentation Using Superpixel Pooling Network  S Kwak, S Hong, B Han
2017   Deep Poincare Map For Robust Medical Image Segmentation  Y Mo, F Liu, J Zhang, G Yang, T He, Y Guo
2017   Semi and Weakly Supervised Semantic Segmentation Using Generative Adversarial Network  N Souly, C Spampinato, M Shah
2017   SCAN: Structure Correcting Adversarial Network for Chest X-rays Organ Segmentation  W Dai, J Doyle, X Liang, H Zhang, N Dong, Y Li
2017   Deep Residual Learning for Instrument Segmentation in Robotic Surgery  D Pakhomov, V Premachandran, M Allan, M Azizian
2017   Semi Supervised Semantic Segmentation Using Generative Adversarial Network  N Souly, C Spampinato, M Shah
2017   Cascaded Feature Network for Semantic Segmentation of RGB-D Images  D Lin, G Chen, D Cohen
2017   StemNet: A Temporally Trained Fully Convolutional Network for Segmentation of Muscular Stem Cells  M Isaksson
2017   Neural Network Segmentation of Laser Scanning System Data  AI Abramov, IV Abramov, TA Mazitov, AA Nikitin
2017   Brain Tumor Segmentation Using Deep Learning Technique  OM Singh
2017   Realization of Chinese word segmentation based on deep learning method  X Wang, M Wang, Q Zhang
2017   Multi-Planar Deep Segmentation Networks for Cardiac Substructures from MRI and CT  A Mortazi, J Burt, U Bagci
2017   Radar HRRP Target Recognition Based on t-SNE Segmentation and Discriminant Deep Belief Network  M Pan, J Jiang, Q Kong, J Shi, Q Sheng, T Zhou
2017   Deep learning for semantic segmentation in multimodal medical images  I LITIS
2017   Fully Convolutional Object Depth Prediction for 3D Segmentation from 2.5 D Input  K Wada, K Okada, M Inaba
2017   Exploring deep features: deeper fully convolutional neural network for image segmentation  SA Kamran, B Khaled, M Asif, S Bin Kabir
2017   Lesion Detection In Ct Images Using Deep Learning Semantic Segmentation Technique  A Kalinovskya, V Liauchuka, A Tarasaub
2017   Use of Gabor filters and Deep Networks in the Segmentation of Retinal Vessel Morphology  HA Leopolda, J Orchardb, J Zeleka
2017   A deep learning model integrating FCNNs and CRFs for brain tumor segmentation  X Zhao, Y Wu, G Song, Z Li, Y Zhang, Y Fan
2017   Automatic segmentation of the right ventricle from cardiac MRI using a learning‐based approach  MR Avendi, A Kheradvar, H Jafarkhani
2017   Combining Bottom-Up, Top-Down, and Smoothness Cues for Weakly Supervised Image Segmentation  A Roy, S Todorovic
2017   Segmentation of prostate contours for automated diagnosis using ultrasound images: A survey  RP Singh, S Gupta, UR Acharya
2017   Joint Semantic and Motion Segmentation for dynamic scenes using Deep Convolutional Networks  N Haque, ND Reddy, KM Krishna
2017   Liver segmentation in color images (Conference Presentation)  B Ma, TP Kingham, MI Miga, WR Jarnagin, AL Simpson
2017   Automatic segmentation of nine retinal layer boundaries in OCT images of non-exudative AMD patients using deep learning and graph search  L Fang, D Cunefare, C Wang, RH Guymer, S Li
2017   Texture segmentation with Fully Convolutional Networks  V Andrearczyk, PF Whelan
2017   Comparison of the Deep-Learning-Based Automated Segmentation Methods for the Head Sectioned Images of the Virtual Korean Human Project  M Eshghi, HR Roth, M Oda, MS Chung, K Mori
2017   Deep residual coalesced convolutional network for efficient semantic road segmentation  I Ardiyanto, TB Adji
2017   Polarimetrie SAR image classification based on deep belief network and superpixel segmentation  S Ge, J Lu, H Gu, Z Yuan, W Su 
2017   Curve-Structure Segmentation from Depth Maps: A CNN-based Approach and Its Application to Exploring Cultural Heritage Objects  Y Lu, J Zhou, J Chen, J Wang, K Smith, W Colin 
2017   Adversarial Synthesis Learning Enables Segmentation Without Target Modality Ground Truth  Y Huo, Z Xu, S Bao, A Assad, RG Abramson 
2017   Partial Labeled Gastric Tumor Segmentation via patch-based Reiterative Learning  Y Nan, G Coppola, Q Liang, K Zou, W Sun, D Zhang 
2017   The application of series multi-pooling convolutional neural networks for medical image segmentation  F Wang, S Huang, L Shi, W Fan 
2017   Efficient symmetry-driven fully convolutional network for multimodal brain tumor segmentation  H Shen, J Zhang, W Zheng 
2017   Deep Learning with Lung Segmentation and Bone Shadow Exclusion Techniques for Chest X-Ray Analysis of Lung Cancer  Y Gordienko, P Gang, J Hui, W Zeng, Y Kochura 
2017   Fully automated, deep learning segmentation of oxygen-induced retinopathy images  S Xiao, F Bucher, Y Wu, A Rokem, CS Lee, KV Marra 
2017   Deep Convolutional Level Set Method for Image Segmentation  A Kristiadi, P Pranowo 
2017   Iterative Deep Convolutional Encoder-Decoder Network for Medical Image Segmentation  JU Kim, HG Kim, YM Ro
2017   Real-time hierarchical fusion system for semantic segmentation in offroad scenes  K Dang, M Hoy, J Dauwels, J Yuan
2017   Traffic Scene Segmentation Based on RGB-D Image and Deep Learning  L Li, B Qian, J Lian, W Zheng, Y Zhou
2017   Conditional Random Field and Deep Feature Learning for Hyperspectral Image Segmentation  FI Alam, J Zhou, AWC Liew, X Jia, J Chanussot, Y Gao 
2017   Deep Learning Based Hand Detection in Cluttered Environment Using Skin Segmentation  K Roy, A Mohanty, RR Sahay 
2017   Interactive Medical Image Segmentation using Deep Learning with Image-specific Fine-tuning  G Wang, W Li, MA Zuluaga, R Pratt, PA Patel 
2017   Combining deep learning with anatomy analysis for segmentation of portal vein for liver SBRT planning  B Ibragimov, D Toesca, D Chang, A Koong, L Xing 
2017   Generative Adversarial Learning for Reducing Manual Annotation in Semantic Segmentation on Large Scale Miscroscopy Images: Automated Vessel Segmentation in …  A Lahiri, K Ayush, PK Biswas, P Mitra
2017   Multiple surface segmentation using novel deep learning and graph based methods  A Shah
2017   Large-Scale 3D Shape Reconstruction and Segmentation from ShapeNet Core55  L Yi, H Su, L Shao, M Savva, H Huang, Y Zhou 
2017   Retinal Vasculature Segmentation Using Local Saliency Maps and Generative Adversarial Networks For Image Super Resolution  D Mahapatra 
2017   Fully automated segmentation of prostate whole gland and transition zone in diffusion-weighted MRI using convolutional neural networks  T Clark, J Zhang, S Baig, A Wong, MA Haider 
2017   Retinal Fluid Segmentation and Detection in Optical Coherence Tomography Images using Fully Convolutional Neural Network  D Lu, M Heisler, S Lee, G Ding, MV Sarunic, MF Beg 
2017   Towards Automatic Abdominal Multi-Organ Segmentation in Dual Energy CT using Cascaded 3D Fully Convolutional Network  S Chen, H Roth, S Dorn, M May, A Cavallaro, MM Lell 
2017   Medical image semantic segmentation based on deep learning  F Jiang, A Grigorev, S Rho, Z Tian, YS Fu, W Jifara
2017   Interstitial Lung Diseases via Deep Convolutional Neural Networks: Segmentation Label Propagation, Unordered Pooling and Cross-Dataset Learning  M Gao, Z Xu, DJ Mollura
2017   Automatic Pancreas Segmentation Using Coarse-to-Fine Superpixel Labeling  A Farag, L Lu, HR Roth, J Liu, E Turkbey, RM Summers
2017   Fully Automated Segmentation Using Distance Regularised Level Set and Deep-Structured Learning and Inference  TA Ngo, G Carneiro
2017   MaskLab: Instance Segmentation by Refining Object Detection with Semantic and Direction Features  LC Chen, A Hermans, G Papandreou, F Schroff 
2017   Tap and Shoot Segmentation  DJ Chen, JT Chien, HT Chen, LW Chang
2017   Automatic Magnetic Resonance Image Prostate Segmentation Based on Adaptive Feature Learning Probability Boosting Tree Initialization and CNN-ASM Refinement  B He, D Xiao, Q Hu, F Jia 
2017   A top-down manner-based DCNN architecture for semantic image segmentation  K Qiao, J Chen, L Wang, L Zeng, B Yan
2017   Recurrent Multimodal Interaction for Referring Image Segmentation  C Liu, Z Lin, X Shen, J Yang, X Lu, A Yuille
2017   Weakly-Labelled Semantic Segmentation of Fish Objects in Underwater Videos Using a Deep Residual Network  AB Labao, PC Naval
2017   Predicting Deeper into the Future of Semantic Segmentation  N Neverova, P Luc, C Couprie, J Verbeek, Y Lecun
2017   Focal FCN: Towards Small Object Segmentation with Limited Training Data  XY Zhou, M Shen, C Riga, GZ Yang, SL Lee 
2017   Deep context modeling for semantic segmentation  K Nguyen, C Fookes, S Sridharan
2017   Hyperspectral Image Segmentation with Markov Random Fields and a Convolutional Neural Network  X Cao, F Zhou, L Xu, D Meng, Z Xu, J Paisley
2017   Esophagus Tumor Segmentation Using Fully Convolutional Neural Network and Graph Cut  Z Hao, J Liu, J Liu
2017   Joint Craniomaxillofacial Bone Segmentation and Landmark Digitization by Context-Guided Fully Convolutional Networks  J Zhang, M Liu, L Wang, S Chen, P Yuan, J Li
2017   Towards Image-Guided Pancreas and Biliary Endoscopy: Automatic Multi-organ Segmentation on Abdominal CT with Dense Dilated Networks  E Gibson, F Giganti, Y Hu, E Bonmati, S Bandula
2017   Towards Automatic Semantic Segmentation in Volumetric Ultrasound  X Yang, L Yu, S Li, X Wang, N Wang, J Qin, D Ni
2017   Boundary-Aware Fully Convolutional Network for Brain Tumor Segmentation  H Shen, R Wang, J Zhang, SJ McKenna
2017   DeepUNet: A Deep Fully Convolutional Network for Pixel-level Sea-Land Segmentation  R Li, W Liu, L Yang, S Sun, W Hu, F Zhang, W Li
2017   Tracking and Segmentation of the Airways in Chest CT Using a Fully Convolutional Network  Q Meng, HR Roth, T Kitasaka, M Oda, J Ueno, K Mori
2017   Gaussian Filter in CRF Based Semantic Segmentation  Y Gu, Q Wu, J Li, K Cheng
2017   Population specific template construction and brain structure segmentation using deep learning methods  R Mehta
2017   Neuroimage special issue on brain segmentation and parcellation  RC Craddock, P Bellec, S Jbabdi
2017   Deep learning for retinal image segmentation  A Garifullin
2017   Speedup of Deep Learning Ensembles for Semantic Segmentation Using a Model Compression Technique  A Holliday, M Barekatain, J Laurmaa, C Kandaswamy
2017   Weakly Supervised Semantic Segmentation Based on Co-segmentation  T Shen, G Lin, L Liu, C Shen, I Reid
2017   Conditional Adversarial Network for Semantic Segmentation of Brain Tumor  M Rezaei, K Harmuth, W Gierke, T Kellermeier
2017   Multi-view longitudinal CNN for multiple sclerosis lesion segmentation  A Birenbaum, H Greenspan
2017   Real-time Semantic Segmentation of Crop and Weed for Precision Agriculture Robots Leveraging Background Knowledge in CNNs  A Milioto, P Lottes, C Stachniss
2017   Multi Semantic Feature Fusion Framework for Video Segmentation and  R Liang, Q Zhu
2017   Size-Invariant Fully Convolutional Neural Network for vessel segmentation of digital retinal images  Y Luo, H Cheng, L Yang
2017   Coarse-to-Fine Stacked Fully Convolutional Nets for lymph node segmentation in ultrasound images  Y Zhang, MTC Ying, L Yang, AT Ahuja, DZ Chen
2017   On semantic image segmentation using deep convolutional neural network with shortcuts and easy class extension  C Wang, L Mauch, Z Guo, B Yang
2017   Learning to Align Semantic Segmentation and 2.5 D Maps for Geolocalization  A Armagan, M Hirzer, PM Roth, V Lepetit
2017   Video Object Segmentation Through Deep Convolutional Networks  Y Zhang, Z He
2017   Automatic magnetic resonance prostate segmentation by deep learning with holistically nested networks  R Cheng, HR Roth, NS Lay, L Lu, B Turkbey
2017   Residual Conv-Deconv Grid Network for Semantic Segmentation  D Fourure, R Emonet, E Fromont, D Muselet
2017   Joint Background Reconstruction and Foreground Segmentation via A Two-stage Convolutional Neural Network  X Zhao, Y Chen, M Tang, J Wang
2017   Big Data Regression Using Tree Based Segmentation  R Sambasivan, S Das
2017   Automatic Liver Segmentation Using an Adversarial Image-to-Image Network  D Yang, D Xu, SK Zhou, B Georgescu, M Chen, S Grbic
2017   Deep Context Convolutional Neural Networks for Semantic Segmentation  W Yang, Q Zhou, Y Fan, G Gao, S Wu, W Ou, H Lu 
2017   SegAN: Adversarial Network with Multi-scale $ L_1 $ Loss for Medical Image Segmentation  Y Xue, T Xu, H Zhang, R Long, X Huang
2017   Fully Convolutional Neural Networks with Full-scale-features for Semantic Segmentation  T Pan, B Wang, G Ding, JH Yong
2017   Son of Zorn's Lemma: Targeted Style Transfer Using Instance-aware Semantic Segmentation  C Castillo, S De, X Han, B Singh, AK Yadav
2017   On hierarchical brain tumor segmentation in MRI using fully convolutional neural networks: A preliminary study  S Pereira, A Oliveira, V Alves, CA Silva
2017   Deep Learning on Sparse Manifolds for Faster Object Segmentation  JC Nascimento, G Carneiro
2017   Convolutional networks for vehicle track segmentation  TT Quach
2017   Automatic Myocardial Segmentation by Using A Deep Learning Network in Cardiac MRI  AH Curiale, FD Colavecchia, P Kaluza, RA Isoardi
2017   Identification and segmentation of myelinated nerve fibers in a cross-sectional optical microscopic image using a deep learning model.  T Naito, Y Nagashima, K Taira, N Uchio, S Tsuji
2017   Towards dense volumetric pancreas segmentation in CT using 3D fully convolutional networks  H Roth, M Oda, N Shimizu, H Oda, Y Hayashi 
2017   Unsupervised Domain Adaptation for Semantic Segmentation with GANs  S Sankaranarayanan, Y Balaji, A Jain, SN Lim 
2017   Universal Adversarial Perturbations Against Semantic Image Segmentation  JH Metzen, MC Kumar, T Brox, V Fischer
2017   Segmentation of the Proximal Femur from MR Images using Deep Convolutional Neural Networks  CM Deniz, S Hallyburton, A Welbeck, S Honig, K Cho
2017   Automatic Skin Lesion Segmentation Using Deep Fully Convolutional Networks with Jaccard Distance  Y Yuan, M Chao, YC Lo
2017   BrainSegNet: a convolutional neural network architecture for automated segmentation of human brain structures  R Mehta, A Majumdar, J Sivaswamy
2017   Visible Spectral Iris Segmentation via Deep Convolutional Network  Y He, S Wang, K Pei, M Liu, J Lai 
2017   Fast Residual Forests: Rapid Ensemble Learning for Semantic Segmentation  Y Zuo, T Drummond 
2017   Automatic Segmentation of Kidneys using Deep Learning for Total Kidney Volume Quantification in Autosomal Dominant Polycystic Kidney Disease.  K Sharma, C Rupprecht, A Caroli, MC Aparicio
2017   Suggestive Annotation: A Deep Active Learning Framework for Biomedical Image Segmentation  L Yang, Y Zhang, J Chen, S Zhang, DZ Chen
2017   An automatic deep learning approach for coronary artery calcium segmentation  G Santini, D Della Latta, N Martini, G Valvano, A Gori
2017   Customized Semantic Segmentation by using Virtual World Data  JS Kang, DK Kim, EJ Rhee 
2017   Automatic lung nodule graph cuts segmentation with deep learning false positive reduction  W Sun, X Huang, TLB Tseng, W Qian
2017   Deep learning for segmentation of brain tumors: can we train with images from different institutions?  D Paredes, A Saha, MA Mazurowski
2017   Segmentation of inner and outer bladder wall using deep-learning convolutional neural network in CT urography  M Gordon, L Hadjiiski, K Cha, HP Chan, R Samala
2017   Joint deep shape and appearance learning: application to optic pathway glioma segmentation  A Mansoor, I Li, RJ Packer, RA Avery, MG Linguraru
2017   Deep Learning-Based Iris Segmentation for Iris Recognition in Visible Light Environment  M Arsalan, HG Hong, RA Naqvi, MB Lee, MC Kim 
2017   Automatic cerebrospinal fluid segmentation in non-contrast CT images using a 3D convolutional network  A Patel, SC van de Leemput, M Prokop
2017   Spatially Aware Melanoma Segmentation Using Hybrid Deep Learning Techniques  M Attia, M Hossny, S Nahavandi, A Yazdabadi
2017   A deep learning network for right ventricle segmentation in short-axis MRI  GN Luo, R An, KQ Wang, SY Dong, HG Zhang
2017   A left ventricular segmentation method on 3D echocardiography using deep learning and snake  SY Dong, GN Luo, GX Sun, KQ Wang, HG Zhang
2017   HEp-2 Specimen Image Segmentation and Classification Using Very Deep Fully Convolutional Network.  Y Li, L Shen, S Yu
2017   Efficient and robust deep networks for semantic segmentation  GL Oliveira, C Bollen, W Burgard, T Brox
2017   Semantic Video Segmentation by Gated Recurrent Flow Propagation  D Nilsson, C Sminchisescu
2017   3D Convolutional Neural Networks with Graph Refinement for Airway Segmentation Using Incomplete Data Labels  D Jin, Z Xu, AP Harrison, K George, DJ Mollura
2017   Multi-scale Volumetric ConvNet with Nested Residual Connections for Segmentation of Anterior Cranial Base  Y Pei, H Qin, G Ma, Y Guo, G Chen, T Xu, H Zha
2017   3D U-net with Multi-level Deep Supervision: Fully Automatic Segmentation of Proximal Femur in 3D MR Images  G Zeng, X Yang, J Li, L Yu, PA Heng, G Zheng
2017   Structure Prediction for Gland Segmentation with Hand-Crafted and Deep Convolutional Features  S Manivannan, W Li, J Zhang, E Trucco, S McKenna
2017   Integrating Segmentation with Deep Learning for Enhanced Classification of Epithelial and Stromal Tissues in H&E Images  Z Al
2017   Automatic Liver and Tumor Segmentation of CT and MRI Volumes using Cascaded Fully Convolutional Neural Networks  PF Christ, F Ettlinger, F Grün, MEA Elshaera, J Lipkova
2017   Advanced deep learning for blood vessel segmentation in retinal fundus images  L Ngo, JH Han
2017   Joint Optic Disc and Cup Segmentation Using Fully Convolutional and Adversarial Networks  SM Shankaranarayana, K Ram, K Mitra
2017   Joint Segmentation of Multiple Thoracic Organs in CT Images with Two Collaborative Deep Architectures  R Trullo, C Petitjean, D Nie, D Shen, S Ruan
2017   Skin Lesion Segmentation via Deep RefineNet  X He, Z Yu, T Wang, B Lei
2017   Patch-Based Deep Convolutional Neural Network for Corneal Ulcer Area Segmentation  Q Sun, L Deng, J Liu, H Huang, J Yuan, X Tang
2017   Multi-scale Networks for Segmentation of Brain Magnetic Resonance Images  J Wei, Y Xia
2017   Towards Topological Correct Segmentation of Macular OCT from Cascaded FCNs  Y He, A Carass, Y Yun, C Zhao, BM Jedynak
2017   Abdomen Segmentation in 3D Fetal Ultrasound Using CNN-powered Deformable Models  A Schmidt
2017   Left Atrium Segmentation in CT Volumes with Fully Convolutional Networks  H Liu, J Feng, Z Feng, J Lu, J Zhou
2017   Automated Segmentation of Hyperintense Regions in FLAIR MRI Using Deep Learning  P Korfiatis, TL Kline, BJ Erickson
2017   Straw Row Position And Orientation Reconstruction Through Image Segmentation  AY Shkanaev, DV Polevoy, AV Panchenko, YY Borisov
2017   Fully Convolutional Network with Superpixel Parsing for Fashion Web Image Segmentation  L Yang, H Rodriguez, M Crucianu, M Ferecatu
2017   Performance of an Artificial Multi-observer Deep Neural Network for Fully Automated Segmentation of Polycystic Kidneys  TL Kline, P Korfiatis, ME Edwards, JD Blais
2017   Historical Document Image Segmentation with LDA-Initialized Deep Neural Networks  M Alberti, M Seuret, V Pondenkandath, R Ingold 
2017   Image Segmentation and Classification for Sickle Cell Disease using Deformable U-Net  M Zhang, X Li, M Xu, Q Li 
2017   SqueezeSeg: Convolutional Neural Nets with Recurrent CRF for Real-Time Road-Object Segmentation from 3D LiDAR Point Cloud  B Wu, A Wan, X Yue, K Keutzer 
2017   Investigating the feature collection for semantic segmentation via single skip connection  J Yim, KA Sohn 
2017   Bringing Background into the Foreground: Making All Classes Equal in Weakly-supervised Video Semantic Segmentation  FS Saleh, MS Aliakbarian, M Salzmann, L Petersson
2017   Edge Enhanced Traffic Scene Segmentation Algorithm with Deep Neural Network  W Liu, H Tian, J Hu, S Cheng, H Yuan
2017   Translation-aware Semantic Segmentation via Conditional Least Square Generative Adversarial Networks  M Zhanga, X Hua, L Zhaoa, S Pangb, J Gonga, M Luoa
2017   SeNet: Structured Edge Network for Sea-Land Segmentation  D Cheng, G Meng, G Cheng, C Pan
2017   Volumetric ConvNets with Mixed Residual Connections for Automated Prostate Segmentation from 3D MR Images  L Yu, X Yang, H Chen, J Qin, PA Heng
2017   3D object segmentation for shelf bin picking by humanoid with deep learning and occupancy voxel grid map  K Wada, M Murooka, K Okada, M Inaba
2017   Transformable semantic map based navigation using autonomous deep learning object segmentation  Y Furuta, K Wada, M Murooka, S Nozawa, Y Kakiuchi
2017   End-to-End Training of Hybrid CNN-CRF Models for Semantic Segmentation using Structured Learning  A Colovic, P Knöbelreiter, A Shekhovtsov, T Pock
2017   Automated segmentation of 3D anatomical structures on CT images by using a deep convolutional network based on end-to-end learning approach  X Zhou, R Takayama, S Wang, X Zhou, T Hara, H Fujita
2017   Brain Tumor Segmentation Using Deep Belief Networks and Pathological Knowledge  T Zhan, Y Chen, X Hong, Z Lu, Y Chen
2017   Segmentation and feature extraction of retinal vascular morphology  HA Leopold, J Orchard, J Zelek, V Lakshminarayanan
2017   Large deep neural networks for MS lesion segmentation  JC Prieto, M Cavallari, M Palotai, AM Pinzon
2017   Deep learning and shapes similarity for joint segmentation and tracing single neurons in SEM images  Q Rao, C Xiao, H Han, X Chen, L Shen, Q Xie
2017   Automatic segmentation of the prostate on CT images using deep learning and multi-atlas fusion  L Ma, R Guo, G Zhang, F Tade, DM Schuster, P Nieh
2017   Automatic MR prostate segmentation by deep learning with holistically-nested networks  R Cheng, HR Roth, N Lay, L Lu, BI Turkbey, W Gandler
2017   Automatic segmentation of left ventricle in cardiac cine MRI images based on deep learning  T Zhou, I Icke, B Dogdas, S Parimal, S Sampath
2017   A weakly supervised road extraction approach via deep convolutional nets based image segmentation  W Xia, N Zhong, D Geng, L Luo
2017   A Novel Multi-task Deep Learning Model for Skin Lesion Segmentation and Classification  X Yang, Z Zeng, SY Yeo, C Tan, HL Tey, Y Su
2017   Adversarial Examples for Semantic Image Segmentation  V Fischer, MC Kumar, JH Metzen, T Brox
2017   Adversarial Deep Structured Nets for Mass Segmentation from Mammograms  W Zhu, X Xiang, TD Tran, GD Hager, X Xie 
2017   A machine learning approach to the unsupervised segmentation of mitochondria in subcellular electron microscopy data  J Dietlmeier
2017   Deep learning for semantic segmentation of remote sensing images with rich spectral content  A Hamida, A Benoît, P Lambert, L Klein, C Amar 
2017   Automatic Spine Segmentation using Convolutional Neural Network via Redundant Generation of Class Labels for 3D Spine Modeling  M Vania, D Mureja, D Lee 
2017   Splenomegaly Segmentation using Global Convolutional Kernels and Conditional Generative Adversarial Networks  Y Huo, Z Xu, S Bao, C Bermudez, AJ Plassard, J Liu 
2017   Multi-level deep supervised networks for retinal vessel segmentation  J Mo, L Zhang
2017   Panicle-SEG: a robust image segmentation method for rice panicles in the field based on deep learning and superpixel optimization  X Xiong, L Duan, L Liu, H Tu, P Yang, D Wu, G Chen 
2017   Segmentation of Drivable Road Using Deep Fully Convolutional Residual Network with Pyramid Pooling  X Liu, Z Deng 
2017   W-Net: A Deep Model for Fully Unsupervised Image Segmentation  X Xia, B Kulis 
2017   Recurrent Segmentation for Variable Computational Budgets  L McIntosh, D Sussillo, N Maheswaranathan, J Shlens 
2017   3D Semantic Segmentation with Submanifold Sparse Convolutional Networks  B Graham, M Engelcke, L van der Maaten 
2017   An Automatic Computerized Method for Segmentation Labels of Various Glioma Sub-regions on Supporting Brain Tumor Detection in Radiologic Imaging  P Guo 
2017   Fully Convolutional Network with Hypercolumn Features for Brain Tumor Segmentation  M Islam, H Ren 
2017   Deep Learning Tissue Segmentation in Cardiac Histopathology Images  JJ Nirschl, A Janowczyk, EG Peyster, R Frank 
2017   Generative Adversarial Network based Synthesis for Supervised Medical Image Segmentation  T Neff, C Payer, D Štern, M Urschler
2017   Self-paced cross-modality transfer learning for efficient road segmentation  W Wang, N Wang, X Wu, S You, U Neumann
2017   Improved semantic segmentation for robotic applications with hierarchical conditional random fields  BJ Meyer, T Drummond
2017   Segmentation of Multiple Structures in Chest Radiographs Using Multi-task Fully Convolutional Networks  C Wang
2017   TricorNet: A Hybrid Temporal Convolutional and Recurrent Network for Video Action Segmentation  L Ding, C Xu
2017   Improved fuzzy-c means, Deep Belief Networks, and Morphological Operations in Object segmentation  EN Singh, EVK Attri
2017   Max-margin learning of deep structured models for semantic segmentation  M Larsson, J Alvén, F Kahl
2017   Simultaneous Multiple Surface Segmentation Using Deep Learning  A Shah, M Abramoff, X Wu
2017   Cell Segmentation In Cancer Histopathology Images Using Convolutional Neural Networks  V Kavassery Rajalingam
2017   A deep convolutional neural network for brain tissue segmentation in Neonatal MRI  K Murphy, GB Boylan, AF Smeaton, K McGuinness
2017   A fully automatic deep learning method for atrial scarring segmentation from late gadolinium-enhanced MRI images  G Yang, X Zhuang, H Khan, S Haldar, E Nyktari, X Ye
2017   Automatic 3D ultrasound segmentation of the first trimester placenta using deep learning  P Looney, GN Stevenson, KH Nicolaides, W Plasencia
2017   Nuclei segmentation in histopathology images using deep neural networks  P Naylor, M Laé, F Reyal, T Walter
2017   Cascaded Fully Convolutional Networks for automatic prenatal ultrasound image segmentation  L Wu, Y Xin, S Li, T Wang, PA Heng, D Ni
2017   MIMO-Net: A multi-input multi-output convolutional neural network for cell segmentation in fluorescence microscopy images  SEA Raza, L Cheung, D Epstein, S Pelengaris, M Khan
2017   Deep learning with spatiotemporal consistency for nerve segmentation in ultrasound images  A Hafiane, P Vieyres, A Delbos
2017   Automatic fetal body and amniotic fluid segmentation from fetal ultrasound images by encoder-decoder network with inner layers  Y Li, R Xu, J Ohya, H Iwata
2017   A Deep Level Set Method for Image Segmentation  M Jagersand
2017   An Exploration of 2D and 3D Deep Learning Techniques for Cardiac MR Image Segmentation  CF Baumgartner, LM Koch, M Pollefeys, E Konukoglu
2017   Grey Matter Segmentation in Spinal Cord MRIs via 3D Convolutional Encoder Networks with Shortcut Connections  Y Yoo, B De Leener, A Traboulsee, J Cohen
2017   Automated lesion segmentation and dermoscopic feature segmentation for skin cancer analysis  MP Pour, H Seker, L Shao
2017   3D FCN Feature Driven Regression Forest-Based Pancreas Localization and Segmentation  T Kitasaka, K Misawa, M Fujiwara, D Rueckert, K Mori
2017   Adversarial Training and Dilated Convolutions for Brain MRI Segmentation  JPW Pluim
2017   Evaluation of Four Supervised Learning Schemes in White Matter Hyperintensities Segmentation in Absence or Mild Presence of Vascular Pathology  MF Rachmadi, MC Valdés
2017   Comparison of Automatic Vessel Segmentation Techniques for Whole Body Magnetic Resonance Angiography with Limited Ground Truth Data  E Trucco
2017   Deep Supervision for Pancreatic Cyst Segmentation in Abdominal CT Scans  Y Zhou, L Xie, EK Fishman, AL Yuille
2017   Deep-FExt: Deep Feature Extraction for Vessel Segmentation and Centerline Prediction  G Tetteh, M Rempfler, BH Menze, C Zimmer
2017   Nabla-net: A Deep Dag-Like Convolutional Architecture for Biomedical Image Segmentation  A Chan, R Wiest, M Reyes
2017   Convolutional neural network regression for short-axis left ventricle segmentation in cardiac cine MR sequences  LK Tan, YM Liew, E Lim, RA McLaughlin
2017   FastVentricle: Cardiac Segmentation with ENet  J Lieman
2017   Automatic segmentation of liver tumors from multiphase contrast-enhanced CT images based on FCNs  C Sun, S Guo, H Zhang, J Li, M Chen, S Ma, L Jin
2017   VoxResNet: Deep voxelwise residual networks for brain segmentation from 3D MR images  H Chen, Q Dou, L Yu, J Qin, PA Heng
2017   A Review on Deep Learning Techniques Applied to Semantic Segmentation  A Garcia
2017   Automated Segmentation Of Organ Chambers Using Deep Learning Methods From Medical Imaging  MR Avendi, H Jafarkhani, A Kheradvar
2017   Joint Sequence Learning and Cross-Modality Convolution for 3D Biomedical Segmentation  KL Tseng, YL Lin, W Hsu, CY Huang
2017   Hierarchical 3D fully convolutional networks for multi-organ segmentation  HR Roth, H Oda, Y Hayashi, M Oda, N Shimizu
2017   Microscopy Cell Segmentation via Adversarial Neural Networks  A Arbelle, TR Raviv
2017   Label Refinement Network for Coarse-to-Fine Semantic Segmentation  MA Islam, S Naha, M Rochan, N Bruce, Y Wang
2017   Development of a deep neural network derived from contours defined by consensus-based guidelines for automatic target segmentation in hepatocellular carcinoma …  J Zhao, J Wang, M Cheng 
2017   Segmentation-by-Detection: A Cascade Network for Volumetric Medical Image Segmentation  M Tang, Z Zhang, D Cobzas, M Jagersand, JL Jaremko 
2017   Dual-stage deep learning framework for pigment epithelium detachment segmentation in polypoidal choroidal vasculopathy  Y Xu, K Yan, J Kim, X Wang, C Li, L Su, S Yu, X Xu
2017   Learning Deep Spatio-Temporal Dependency for Semantic Video Segmentation  Z Qiu, T Yao, T Mei 
2017   Multi-pass 3D convolutional neural network segmentation of prostate MRI images  B Sciolla, M Martin, P Delachartre
2017   A Multiscale Patch Based Convolutional Network for Brain Tumor Segmentation  J Stawiaski 
2017   ReLayNet: Retinal Layer and Fluid Segmentation of Macular Optical Coherence Tomography using Fully Convolutional Network  AG Roy, S Conjeti, SPK Karri, D Sheet, A Katouzian
2017   Fluid region segmentation in OCT images based on convolution neural network  D Liu, X Liu, T Fu, Z Yang
2017   Fully convolutional networks with double-label for esophageal cancer image segmentation by self-transfer learning  DX Xue, R Zhang, YY Zhao, JM Xu, YL Wang
2017   Foramina Localization-Semantic Segmentation of Neural Foramina on Lumbar Spine MRIs with Convolutional Neural Networks  K Lamerigts
2017   FusionNet: Edge Aware Deep Convolutional Networks for Semantic Segmentation of Remote Sensing Harbor Images  D Cheng, G Meng, S Xiang, C Pan
2017   Brain Tumor Automatic Segmentation Using Fully Convolutional Networks  S Cui, L Mao, S Xiong
2017   A Joint Multi-scale Convolutional Network for Fully Automatic Segmentation of the Left Ventricle  Q Tong, Z Yuan, X Liao, M Zheng, W Zhu, G Zhang
2017   LesionSeg: Semantic segmentation of skin lesions using Deep Convolutional Neural Network  D Ramachandram, T DeVries
2017   Large Kernel Matters--Improve Semantic Segmentation by Global Convolutional Network  C Peng, X Zhang, G Yu, G Luo, J Sun
2017   Learning Multi-level Region Consistency with Dense Multi-label Networks for Semantic Segmentation  T Shen, G Lin, C Shen, I Reid
2017   Accurate segmentation of lung fields on chest radiographs using deep convolutional networks  MR Arbabshirani, AH Dallal, C Agarwal, A Patel
2017   Marginal shape deep learning: applications to pediatric lung field segmentation  A Mansoor, JJ Cerrolaza, G Perez, E Biggs, G Nino
2017   Semantic segmentation for 3D localization in urban environments  A Armagan, M Hirzer, V Lepetit
2017   Deep Learning for Brain Tumor Segmentation  MM Lopez
2017   CNN-based Segmentation of Medical Imaging Data  B Kayalibay, G Jensen, P van der Smagt
2017   Choroid Segmentation from Optical Coherence Tomography with Graph-Edge Weights Learned from Deep Convolutional Neural Networks  X Sui, S Zhang, B Wei, H Bi, J Wu, X Pan, Y Yin
2017   Recent Advancements in Retinal Vessel Segmentation  CL Srinidhi, P Aparna, J Rajan
2017   3D Deeply Supervised Network for Automated Segmentation of Volumetric Medical Images  Q Dou, L Yu, H Chen, Y Jin, X Yang, J Qin, PA Heng
2017   Generalised Wasserstein Dice Score for Imbalanced Multi-class Segmentation using Holistic Convolutional Networks  L Fidon, W Li, LC Garcia
2017   Fully Automatic Acute Ischemic Lesion Segmentation in DWI Using Convolutional Neural Networks  L Chen, P Bentley, D Rueckert
2017   Fully Convolutional Networks for Diabetic Foot Ulcer Segmentation  M Goyal, ND Reeves, S Rajbhandari, J Spragg
2017   Deep convolutional encoder-decoder network with model uncertainty for semantic segmentation  S Isobe, S Arai
2017   Neuron-level Selective Context Aggregation for Scene Segmentation  Z Wang, F Gu, D Lischinski, D Cohen
2017   3D Point Cloud Classification and Segmentation using 3D Modified Fisher Vector Representation for Convolutional Neural Networks  Y Ben
2017   GMM-based vascular segmentation method for 3D CBCT DSA brain images for SEEG plaaning in epilepsy surgery  A Ghilardi
2017   Evaluation of a deep learning approach for the segmentation of brain tissues and white matter hyperintensities of presumed vascular origin in MRI  P Moeskops, J de Bresser, HJ Kuijf, AM Mendrik 
2017   Spheroid Segmentation using Multiscale Deep Adversarial Networks  SK Sadanandan, J Karlsson, C Wählby 
2017   A Comparative Study Of Convolutional Neural Networks For Segmentation And Classification Of Remote Sensing Images  MPD Devi, DA Chitra 
2017   Leaf Disease Segmentation From Agricultural Images via Hybridization of Active Contour Model and OFA  MGS Jayanthi, DR Shashikumar 
2017   Semantic segmentation of color eye images for improving iris segmentation  D Osorio
2017   Road Lane Segmentation Using Deconvolutional Neural Network  DN Network 
2017   Learning based semantic segmentation for robot navigation in outdoor environment  J Lin, WJ Wang, SK Huang, HC Chen
2017   Texture and Structure Incorporated ScatterNet Hybrid Deep Learning Network (TS-SHDL) For Brain Matter Segmentation  A Singh, D Hazarika, A Bhattacharya
2017   Subset selection for visualization of relevant image fractions for deep learning based semantic image segmentation  L Mauch, C Wang, B Yang
2016   Built-in Foreground/Background Prior for Weakly-Supervised Semantic Segmentation  F Saleh, MSA Akbarian, M Salzmann, L Petersson
2016   Combining Fully Convolutional and Recurrent Neural Networks for 3D Biomedical Image Segmentation  J Chen, L Yang, Y Zhang, M Alber, DZ Chen
2016   Scale-Invariant Feature Learning using Deconvolutional Neural Networks for Weakly-Supervised Semantic Segmentation  HE Kim, S Hwang
2016   On image segmentation methods applied to glioblastoma: State of art and new trends  C Dupont, N Betrouni, N Reyns, M Vermandel
2016   Semantic Image Segmentation via Fully Convolutional Networks  M Falkenhainer
2016   Handwritten Digit String Segmentation And Recognition Using Deep Learning  O ELITEZ
2016   Recurrent Fully Convolutional Networks for Video Segmentation  S Valipour, M Siam, M Jagersand, N Ray
2016   Continuous action segmentation and recognition using hybrid convolutional neural network-hidden Markov model model  J Lei, G Li, J Zhang, Q Guo, D Tu
2016   Learning contextual information for indoor semantic segmentation  J Wang, C Zheng, W Chen, X Wu
2016   Exploiting deep convolutional network and patch-level CRFs for indoor semantic segmentation  X Wu, M Du, W Chen, Z Li
2016   Review of MRI-based Brain Tumor Image Segmentation Using Deep Learning Methods  A Işın, C Direkoğlu, M Şah
2016   Learning Dense Convolutional Embeddings For Semantic Segmentation  AW Harley, KG Derpanis, I Kokkinos
2016   Multiple sclerosis lesion detection and segmentation using a convolutional neural network of 3D patches  S Valverde, M Cabezas, E Roura, S González
2016   Nabla-net: a deep dag-like convolutional architecture for biomedical image segmentation: application to white-matter lesion segmentation in multiple sclerosis  R McKinley, T Gundersen, F Wagner, A Chan, R Wiest
2016   Tracking and segmentation of the endocardium of the left ventricle in a 2D ultrasound using deep learning architectures and Monte Carlo sampling  JC Nascimento, G Carneiro, A Freitas
2016   Soft Boundary Approach for Unsupervised Gesture Segmentation in Robotic-Assisted Surgery  MJ Fard, S Ameri, RB Chinnam, RD Ellis
2016   Shape-aware Instance Segmentation  Z Hayder, X He, M Salzmann
2016   Accelerating Convolutional Sparse Coding for Curvilinear Structures Segmentation by Refining SCIRD-TS Filter Banks.  R Annunziata, E Trucco
2016   Recommender system based on customer segmentation (RSCS)  SM Rezaeinia, R Rahmani, M Ramage, D Chapman
2016   Joint Optical Flow and Temporally Consistent Semantic Segmentation  J Hur, S Roth
2016   Longitudinal Multiple Sclerosis Lesion Segmentation Using Multi-view Convolutional Neural Networks  A Birenbaum, H Greenspan
2016   Novel segmentation algorithm for identification of cell membrane staining in HER2 images  M Wdowiak, T Markiewicz, S Osowski, J Patera
2016   Three-Dimensional CT Image Segmentation by Combining 2D Fully Convolutional Network with 3D Majority Voting  S Wang, T Hara, H Fujita
2016   Fully Convolutional Network for Liver Segmentation and Lesions Detection  H Greenspan
2016   Semantic Segmentation Of Railway Track Images With Deep Convolutional Neural Networks  X Gibert, VM Patel, R Chellappa
2016   Unsupervised 3D shape segmentation and co-segmentation via deep learning  Z Shu, C Qi, L Liu, S Xin, C Hu, L Wang, Y Zhang
2016   Automatic Portrait Segmentation for Image Stylization  X Shen, A Hertzmann, J Jia, S Paris, B Price
2016   Enhancing Semantic Segmentation for Robotics: The Power of 3D Entangled Forests  D Wolf, J Prankl, M Vincze
2016   Deep learning based fence segmentation and removal from an image using a video sequence  S Jonna, KK Nakka, RR Sahay
2016   Learning Semantic Segmentation with Weakly-Annotated Videos  P Tokmakov, K Alahari, C Schmid
2016   Segmentation of joint and musculoskeletal tissue in the study of arthritis  V Pedoia, S Majumdar, TM Link
2016   DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs  LC Chen, G Papandreou, I Kokkinos, K Murphy
2016   Spatiotemporal Graphs for Object Segmentation and Human Pose Estimation in Videos  D Zhang
2016   Classification and Segmentation of Satellite Orthoimagery Using Convolutional Neural Networks  M Längkvist, A Kiselev, M Alirezaie, A Loutfi
2016   Learning Transferrable Knowledge for Semantic Segmentation with Deep Convolutional Neural Network  S Hong, J Oh, B Han, H Lee
2016   A Combined Deep-Learning and Deformable-Model Approach to Fully Automatic Segmentation of the Left Ventricle in Cardiac MRI  MR Avendi, A Kheradvar, H Jafarkhani
2016   Comparison of bladder segmentation using deep-learning convolutional neural network with and without level sets  KH Cha, LM Hadjiiski, RK Samala, HP Chan
2016   Urinary bladder segmentation in CT urography using deep-learning convolutional neural network and level sets  KH Cha, L Hadjiiski, RK Samala, HP Chan, EM Caoili
2016   Deep learning in the small sample size setting: cascaded feed forward neural networks for medical image segmentation  B Gaonkar, D Hovda, N Martin, L Macyszyn
2016   Weakly-Supervised Semantic Segmentation using Motion Cues  P Tokmakov, K Alahari, C Schmid
2016   Hair Segmentation Using Heuristically-Trained Neural Networks  W Guo
2016   Deep Learning Markov Random Field for Semantic Segmentation  Z Liu, X Li, P Luo, CC Loy, X Tang
2016   a Convolutional Network for Semantic Facade Segmentation and Interpretation  M Schmitz, H Mayer
2016   Fast and robust segmentation of the striatum using deep convolutional neural networks  H Choi, KH Jin
2016   Automatic prostate segmentation on MR images with deep network and graph model  K Yan, C Li, X Wang, A Li, Y Yuan, D Feng, M Khadra
2016   Applying machine learning to automated segmentation of head and neck tumour volumes and organs at risk on radiotherapy planning CT and MRI scans  C Chu, J De Fauw, N Tomasev, BR Paredes, C Hughes
2016   Skin Lesion Segmentation in Clinical Images Using Deep Learning  MH Jafari, N Karimi, E Nasr
2016   Exploring Context with Deep Structured models for Semantic Segmentation  G Lin, C Shen, A Hengel, I Reid
2016   Deep Dynamic Neural Networks for Multimodal Gesture Segmentation and Recognition  D Wu, L Pigou, PJ Kindermans, N Le, L Shao
2016   From On-Road to Off: Transfer Learning Within a Deep Convolutional Neural Network for Segmentation and Classification of Off-Road Scenes  CJ Holder, TP Breckon, X Wei
2016   Deep Learning Based Robust Human Body Segmentation for Pose Estimation from RGB-D Sensors  D Frank
2016   A Fully Convolutional Neural Network for Cardiac Segmentation in Short-Axis MRI  PV Tran
2016   A Deep Learning Approach to Joint Face Detection and Segmentation  K Luu, C Zhu, C Bhagavatula, THN Le, M Savvides
2016   An Overview of Techniques for Cardiac Left Ventricle Segmentation on Short-Axis MRI  A Krasnobaev, A Sozykin
2016   Scene Segmentation Driven by Deep Learning and Surface Fitting  L Minto, G Pagnutti, P Zanuttigh
2016   Simple Does It: Weakly Supervised Instance and Semantic Segmentation  A Khoreva, R Benenson, J Hosang, M Hein, B Schiele
2016   LSI: Latent Semantic Inference for Natural Image Segmentation  L Dong, N Feng, Q Zhang
2016   Real-Time Facial Segmentation and Performance Capture from RGB Input  S Saito, T Li, H Li
2016   RGBD Semantic Segmentation Using Spatio-Temporal Data-Driven Pooling  Y He, WC Chiu, M Keuper, M Fritz
2016   A Novel Image Segmentation Combined Color Recognition Algorithm through Boundary Detection and Deep Neural Network  Y Liu, J Yang, B Guo, J Yang, X Zhang
2016   Hough-CNN: Deep Learning for Segmentation of Deep Brain Regions in MRI and Ultrasound  F Milletari, SA Ahmadi, C Kroll, A Plate, V Rozanski
2016   Fast, Exact and Multi-Scale Inference for Semantic Image Segmentation with Deep Gaussian CRFs  S Chandra, I Kokkinos
2016   Improved Dnn-Based Segmentation For Multi-Genre Broadcast Audio  L Wang, C Zhang, PC Woodland, MJF Gales
2016   End-to-end learning of brain tissue segmentation from imperfect labeling  A Fedorov, J Johnson, E Damaraju, A Ozerin
2016   Feedback Neural Network for Weakly Supervised Geo-Semantic Segmentation  X Liu, A Zhang, T Tiecke, A Gros, TS Huang
2016   3D Shape Segmentation with Projective Convolutional Networks  E Kalogerakis, M Averkiou, S Maji, S Chaudhuri
2016   Semantic Segmentation via Multi-task, Multi-domain Learning  A Trémeau, C Wolf
2016   A Fully Convolutional Neural Network based Structured Prediction Approach Towards the Retinal Vessel Segmentation  A Dasgupta, S Singh
2016   Multi-atlas segmentation using manifold learning with deep belief networks  JC Nascimento, G Carneiro
2016   Hybrid approach for automatic segmentation of fetal abdomen from ultrasound images using deep learning  H Ravishankar, SM Prabhu, V Vaidya, N Singhal
2016   Non-uniform patch sampling with deep convolutional neural networks for white matter hyperintensity segmentation  M Ghafoorian, N Karssemeijer, T Heskes
2016   Multi-scale CNNs for Brain Tumor Segmentation and Diagnosis  L Zhao, K Jia, C Beijing
2016   Sub-cortical brain structure segmentation using F-CNN's  M Shakeri, S Tsogkas, E Ferrante, S Lippe, S Kadoury
2016   Gland Instance Segmentation by Deep Multichannel Side Supervision  Y Xu, Y Li, M Liu, Y Wang, M Lai, EI Chang
2016   3D Deeply Supervised Network for Automatic Liver Segmentation from CT Volumes  Q Dou, H Chen, Y Jin, L Yu, J Qin, PA Heng
2016   Iterative Multi-domain Regularized Deep Learning for Anatomical Structure Detection and Segmentation from Ultrasound Images  H Chen, Y Zheng, JH Park, PA Heng, SK Zhou
2016   End-to-End Instance Segmentation and Counting with Recurrent Attention  M Ren, RS Zemel
2016   Pancreas Segmentation in Abdominal CT Scan: A Coarse-to-Fine Approach  Y Zhou, L Xie, W Shen, E Fishman, A Yuille
2016   Bladder cancer segmentation in CT for treatment response assessment: Application of deep-learning convolution neural network—A pilot study  KH Cha, L Hadjiiski, RK Samala, HP Chan, RH Cohan
2016   HeMIS: Hetero-Modal Image Segmentation  M Havaei, N Guizard, N Chapados, Y Bengio
2016   Deep learning trends for focal brain pathology segmentation in MRI  M Havaei, N Guizard, H Larochelle, PM Jodoin
2016   Gland Instance Segmentation by Deep Multichannel Neural Networks  Y Xu, Y Li, M Liu, Y Wang, Y Fan, M Lai, EI Chang
2016   Fully Character-Level Neural Machine Translation without Explicit Segmentation  J Lee, K Cho, T Hofmann
2016   A DNN-HMM Approach to Story Segmentation  J Yu, X Xiao, L Xie, ES Chng, H Li
2016   Full-Resolution Residual Networks for Semantic Segmentation in Street Scenes  T Pohlen, A Hermans, M Mathias, B Leibe
2016   Semi-supervised Learning using Denoising Autoencoders for Brain Lesion Detection and Segmentation  V Alex, K Vaidhya, S Thirunavukkarasu, C Kesavdas
2016   Did Evolution get it right? An evaluation of Near-Infrared imaging in semantic scene segmentation using deep learning  JR Siddiqui
2016   Customizing CNNs for blood vessel segmentation from fundus images  SK Vengalil, N Sinha, SSS Kruthiventi, RV Babu
2016   Accurate segmentation of nuclei in pathological images via sparse reconstruction and deep convolutional networks  X Pan, L Li, H Yang, Z Liu, J Yang, L Zhao, Y Fan
2016   Convolutional Gated Recurrent Networks for Video Segmentation  M Siam, S Valipour, M Jagersand, N Ray
2016   Training Bit Fully Convolutional Network for Fast Semantic Segmentation  H Wen, S Zhou, Z Liang, Y Zhang, D Feng, X Zhou
2016   Fine Hand Segmentation using Convolutional Neural Networks  T Vodopivec, V Lepetit, P Peer
2016   Temporal Convolutional Networks: A Unified Approach to Action Segmentation  C Lea, R Vidal, A Reiter, GD Hager
2016   Unsupervised Total Variation Loss for Semi-supervised Deep Learning of Semantic Segmentation  M Javanmardi, M Sajjadi, T Liu, T Tasdizen
2016   Supervised deep segmentation network for brain extraction  A Sikka, G Mittal, DR Bathula, NC Krishnan
2016   Scalable algorithms for semi-automatic segmentation of electron microscopy images of the brain tissue  A Zlateski
2016   Overlapping cell nuclei segmentation in microscopic images using deep belief networks  R Duggal, A Gupta, R Gupta, M Wadhwa, C Ahuja
2016   A novel denoising autoencoder assisted segmentation algorithm for cotton field  Y Li, Z Cao, Y Xiao, H Lu, Y Zhu
2016   Retinal Vessel Segmentation Via Deep Learning Network And Fully-Connected Conditional Random Fields  H Fu, Y Xu, DWK Wong, J Liu
2016   Hierarchically Supervised Deconvolutional Network for Semantic Video Segmentation  Y Wang, J Liu, Y Li, J Fu, M Xu, H Lu
2016   Attribute Segmentation for Transformer Substation Using Convolutional Network  J Wu, H Yang, H Xu, S Pang, H Li, W Luo
2016   3D U-Net: Learning Dense Volumetric Segmentation from Sparse Annotation  Ö Çiçek, A Abdulkadir, SS Lienkamp, T Brox
2016   Fully convolutional networks for multi-modality isointense infant brain image segmentation  D Nie, L Wang, Y Gao, D Sken
2016   Deep Learning Convolutional Networks for Multiphoton Microscopy Vasculature Segmentation  P Teikari, M Santos, C Poon, K Hynynen
2016   Objectness-aware Semantic Segmentation  Y Wang, J Liu, Y Li, J Yan, H Lu
2016   Spatial Aggregation of Holistically-Nested Networks for Automated Pancreas Segmentation  HR Roth, L Lu, A Farag, A Sohn, RM Summers
2016   Fast Head-and-shoulder Segmentation  X Deng
2016   Unsupervised deep learning applied to breast density segmentation and mammographic risk scoring.  M Kallenberg, K Petersen, M Nielsen, A Ng, P Diao
2016   Learning Word Segmentation Representations to Improve Named Entity Recognition for Chinese Social Media  N Peng, M Dredze
2016   Gland Segmentation in Colon Histology Images: The GlaS Challenge Contest  K Sirinukunwattana, JPW Pluim, H Chen, X Qi
2016   Efficient deep learning of 3D structural brain MRIs for manifold learning and lesion segmentation with application to multiple sclerosis  T Brosch
2016   High-performance Semantic Segmentation Using Very Deep Fully Convolutional Networks  Z Wu, C Shen, A Hengel
2016   Multi-scale context for scene labeling via flexible segmentation graph  Q Zhou, B Zheng, W Zhu, LJ Latecki
2016   Active appearance model and deep learning for more accurate prostate segmentation on MRI  R Cheng, HR Roth, L Lu, S Wang, B Turkbey
2016   A Character-level Decoder without Explicit Segmentation for Neural Machine Translation  J Chung, K Cho, Y Bengio
2016   Segmentation from Natural Language Expressions  R Hu, M Rohrbach, T Darrell
2016   Reasoning and Algorithm Selection Augmented Symbolic Segmentation  M Lukac, K Abdiyeva, M Kameyama
2016   Recurrent Fully Convolutional Neural Networks for Multi-slice MRI Cardiac Segmentation  RPK Poudel, P Lamata, G Montana
2016   Clockwork Convnets for Video Semantic Segmentation  E Shelhamer, K Rakelly, J Hoffman, T Darrell
2016   3D Fully Convolutional Networks for Intervertebral Disc Localization and Segmentation  H Chen, Q Dou, X Wang, J Qin, JCY Cheng, PA Heng
2016   Mapping Auto-context Decision Forests to Deep ConvNets for Semantic Segmentation  DL Richmond, D Kainmueller, MY Yang, EW Myers
2016   Towards Robust Semantic Segmentation using Deep Fusion}  A Valada, G Oliveira, T Brox, W Burgard
2016   Semantic Segmentation of Satellite Images using Deep Learning  S Muruganandham
2016   ApesNet: A Pixel-wise Efficient Segmentation Network: Invited Special Session Paper  C Wu, HP Cheng, S Li, HH Li, Y Chen
2016   Lung Image Segmentation Using Deep Learning Methods and Convolutional Neural Networks  A Alexander Kalinovsky, V Kovalev
2016   Deep Convolutional networks with superpixel segmentation for hyperspectral image classification  J Cao, Z Chen, B Wang
2016   Improving Airway Segmentation in Computed Tomography using Leak Detection with Convolutional Networks  JP Charbonnier, EM van Rikxoort, AAA Setio
2016   Combining Semantic and Geometric Features for Object Class Segmentation of Indoor Scenes  F Husain, H Schulz, B Dellen, C Torras, S Behnke
2016   Dense prediction for text line segmentation in handwritten document images  QN Vo, GS Lee
2016   Fine-grained Recurrent Neural Networks for Automatic Prostate Segmentation in Ultrasound Images  X Yang, L Yu, L Wu, Y Wang, D Ni, J Qin, PA Heng
2016   Diverse Sampling for Self-Supervised Learning of Semantic Segmentation  M Mostajabi, N Kolkin, G Shakhnarovich
2016   PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation  CR Qi, H Su, K Mo, LJ Guibas
2016   A 3D Active Contour Method for Automated Segmentation of the Left Ventricle from Magnetic Resonance Images  M Hajiaghayi, E Groves, H Jafarkhani, A Kheradvar
2016   Coupling Convolutional Neural Networks and Hough Voting for Robust Segmentation of Ultrasound Volumes  C Kroll, F Milletari, N Navab, SA Ahmadi
2016   Joint Semantic Segmentation and Depth Estimation with Deep Convolutional Networks  A Mousavian, H Pirsiavash, J Kosecka
2016   Gaussian Conditional Random Field Network for Semantic Segmentation  R Vemulapalli, O Tuzel, MY Liu, R Chellappa
2016   Fast Semantic Image Segmentation with High Order Context and Guided Filtering  F Shen, G Zeng
2016   Deep segmentation networks using??? simple??? multi-layered graphical models  RB Porter, BG Zimmer
2016   A resolution adaptive deep hierarchical (RADHicaL) learning scheme applied to nuclear segmentation of digital pathology images  A Janowczyk, S Doyle, H Gilmore, A Madabhushi
2016   Deep Neural Networks for Fast Segmentation of 3D Medical Images  K Fritscher, P Raudaschl, P Zaffino, MF Spadea
2016   A Deep Learning Approach for Semantic Segmentation in Histology Tissue Images  J Wang, JD MacKenzie, R Ramachandran, DZ Chen
2016   Deep Learning for Multi-task Medical Image Segmentation in Multiple Modalities  P Moeskops, JM Wolterink, BHM van der Velden
2016   Pixel-level encoding and depth layering for instance-level semantic segmentation  J Uhrig, M Cordts, U Franke, T Brox
2016   A framework for online segmentation and classification of modeled actions performed in the context of unmodeled ones  D Kosmopoulos, K Papoutsakis, A Argyros
2016   Learning Common and Specific Features for RGB-D Semantic Segmentation with Deconvolutional Networks  J Wang, Z Wang, D Tao, S See, G Wang
2016   Human Segmentation with NVIDIA-TX1  CH Yu, T Lee, CW Chen, MR Hsieh, CS Fuh
2016   FusionNet: A deep fully residual convolutional neural network for image segmentation in connectomics  TM Quan, DGC Hilderbrand, WK Jeong
2016   Abu-MaTran at WMT 2016 Translation Task: Deep Learning, Morphological Segmentation and Tuning on Character Sequences  VM Sánchez
2016   VoxResNet: Deep Voxelwise Residual Networks for Volumetric Brain Segmentation  H Chen, Q Dou, L Yu, PA Heng
2016   Glaucoma Detection Using Entropy Sampling And Ensemble Learning For Automatic Optic Cup And Disc Segmentation  J Zilly, JM Buhmann, D Mahapatra
2016   STFCN: Spatio-Temporal FCN for Semantic Video Segmentation  M Fayyaz, MH Saffar, M Sabokrou, M Fathy, R Klette
2016   Image semantic segmentation based on FCN-CRF model  H Zhou, J Zhang, J Lei, S Li, D Tu
2016   Semantic-Based Brain MRI Image Segmentation Using Convolutional Neural Network  Y Chou, DJ Lee, D Zhang
2016   Deep Learning in Object Recognition, Detection, and Segmentation  X Wang
2016   Combining Deep Learning and Level Set for the Automated Segmentation of the Left Ventricle of the Heart from Cardiac Cine Magnetic Resonance  TA Ngo, Z Lu, G Carneiro
2016   Automatic Brain Tissue Segmentation in MR Images Using Random Forests and Conditional Random Fields  S Pereira, A Pinto, J Oliveira, AM Mendrik, JH Correia
2016   Global Deconvolutional Networks for Semantic Segmentation  V Nekrasov, J Ju, J Choi
2016   Deep Learning Guided Partitioned Shape Model for Anterior Visual Pathway Segmentation  A Mansoor, J Cerrolaza, R Idrees, E Biggs, M Alsharid
2016   Fully Convolutional Instance-aware Semantic Segmentation  Y Li, H Qi, J Dai, X Ji, Y Wei
2016   Automatic abdominal multi-organ segmentation using deep convolutional neural network and time-implicit level sets  P Hu, F Wu, J Peng, Y Bao, F Chen, D Kong
2016   A new ASM framework for left ventricle segmentation exploring slice variability in cardiac MRI volumes  C Santiago, JC Nascimento, JS Marques
2016   Automatic 3D liver segmentation based on deep learning and globally optimized surface evolution  P Hu, F Wu, J Peng, P Liang, D Kong
2015   Longitudinal Multiple Sclerosis Lesion Segmentation Using 3D Convolutional Neural Networks  S Vaidya, A Chunduru, R Muthuganapathy
2015   A deep framework for bacterial image segmentation and classification  D Nie, EA Shank, V Jojic
2015   Semantic Amodal Segmentation  Y Zhu, Y Tian, D Mexatas, P Dollár
2015   Deep clustering: Discriminative embeddings for segmentation and separation  JR Hershey, Z Chen, JL Roux, S Watanabe
2015   segDeepM: Exploiting Segmentation and Context in Deep Neural Networks for Object Detection  Y Zhu, R Urtasun, R Salakhutdinov, S Fidler
2015   Brain Tumor Segmentation with Deep Neural Networks  M Havaei, A Davy, D Warde
2015   Weakly-and Semi-Supervised Learning of a Deep Convolutional Network for Semantic Image Segmentation  G Papandreou, LC Chen, K Murphy, AL Yuille
2015   Monocular Object Instance Segmentation and Depth Ordering with CNNs  Z Zhang, AG Schwing, S Fidler, R Urtasun
2015   Deep Neural Networks for Anatomical Brain Segmentation  A de Brebisson, G Montana
2015   Weakly-and Semi-Supervised Learning of a DCNN for Semantic Image Segmentation  G Papandreou, LC Chen, K Murphy, AL Yuille
2015   Infrared-Aided Superpixel Segmentation  HP Hariharan
2015   DeepOrgan: Multi-level Deep Convolutional Networks for Automated Pancreas Segmentation  HR Roth, L Lu, A Farag, HC Shin, J Liu, E Turkbey
2015   An Iterative Convolutional Neural Network Algorithm Improves Electron Microscopy Image Segmentation  X Wu
2015   Deep filter banks for texture recognition, description, and segmentation  M Cimpoi, S Maji, I Kokkinos, A Vedaldi
2015   A Reliable Distributed Convolutional Neural Network for Biology Image Segmentation  X Zhang, G Tan, M Chen
2015   What's the point: Semantic segmentation with point supervision  O Russakovsky, AL Bearman, V Ferrari, FF Li
2015   An Ensemble of 2D Convolutional Neural Networks for Tumor Segmentation  M Lyksborg, O Puonti, M Agn, R Larsen
2015   Automatic Segmentation and Deep Learning of Bird Sounds  HV Koops, J van Balen, F Wiering
2015   Hand Segmentation with Structured Convolutional Learning  N Neverova, C Wolf, GW Taylor, F Nebout
2015   Fast Semantic Segmentation of 3D Point Clouds using a Dense CRF with Learned Parameters  D Wolf, J Prankl, M Vincze
2015   Online Handwritten Tibetan Syllable Recognition Based on Component Segmentation Method  LL Ma, J Wu
2015   SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation  V Badrinarayanan, A Kendall, R Cipolla
2015   Multi-Scale Convolutional Architecture for Semantic Segmentation  A Raj, D Maturana, S Scherer
2015   A field of experts model for optic cup and disc segmentation from retinal fundus images  D Mahapatra, JM Buhmann
2015   Crohn's disease segmentation from mri using learned image priors  D Mahapatra, P Schüffler, F Vos, JM Buhmann
2015   Accurate Segmentation of Cervical Cytoplasm and Nuclei Based on Multi-scale Convolutional Network and Graph Partitioning  Y Song, L Zhang, S Chen, D Ni, B Lei, T Wang
2015   Deep Learning for Medical Image Segmentation  M Lai
2015   Semantic Part Segmentation with Deep Learning  S Tsogkas, I Kokkinos, G Papandreou, A Vedaldi
2015   Semantic Image Segmentation with Contextual Hierarchical Models  M Seyedhosseini, T Tasdizen
2015   Semantic Image Segmentation With Deep Con-Volutional Nets And Fully Connected Crfs  LC Chen, G Papandreou, I Kokkinos, K Murphy
2015   Deep Learning for Object Saliency Detection and Image Segmentation  H Pan, B Wang, H Jiang
2015   Pseudo-Supervised Training Improves Unsupervised Melody Segmentation  S Lattner, CEC Chacón, M Grachten
2015   A deep reinforcement learning approach to character segmentation of license plate images  F Abtahi, Z Zhu, AM Burry
2015   Crowdsourcing the creation of image segmentation algorithms for connectomics  I Arganda
2015   Semantic Segmentation With Object Clique Potential  X Qi, J Shi, S Liu, R Liao, J Jia
2015   Second-Order Constrained Parametric Proposals and Sequential Search-Based Structured Prediction for Semantic Segmentation in RGB-D Images  D Banica, C Sminchisescu
2015   An ensemble algorithm for the nuclei segmentation in the histological images  P Krajewski, W Dyrka
2015   Diagnosis Of Diabetic Retinopathy By Segmentation Of Blood Vessels In Retinal Images  K BISWARANJAN, S SARKAR, DRA SETHI
2015   Deep Hierarchical Parsing for Semantic Segmentation  A Sharma, O Tuzel, DW Jacobs
2015   Semantic Segmentation of Images Exploiting DCT Based Features and Random Forest  D Ravìa, M Bober, GM Farinella, M Guarnera
2015   Tree Re-Weighted Belief Propagation Using Deep Learning Potentials For Mass Segmentation From Mammograms  N Dhungel, G Carneiro, AP Bradley
2015   Localized Ambient Solidity Separation (LASS) Algorithm Based Computer User Segmentation  X SUN, T ZHANG, Y CHAI, YI LIU
2015   Region-based Convolutional Networks for Accurate Object Detection and Segmentation  R Girshick, J Donahue, T Darrell, J Malik
2015   Learning Shape Priors For Object Segmentation Via Neural Networks  S Safar, MH Yang
2015   Proposal-free Network for Instance-level Object Segmentation  X Liang, Y Wei, X Shen, J Yang, L Lin, S Yan
2015   Long Short-Term Memory Neural Networks for Chinese Word Segmentation  X Chen, X Qiu, C Zhu, P Liu, X Huang
2015   Semantic Image Segmentation via Deep Parsing Network  Z Liu, X Li, P Luo, CC Loy, X Tang
2015   Relating Cascaded Random Forests to Deep Convolutional Neural Networks for Semantic Segmentation  DL Richmond, D Kainmueller, MY Yang, EW Myers
2015   PANOPTES–Automated Article Segmentation of Newspaper Pages for  M Arnold, M Cieliebak, T Stadelmann, J Stampfli
2015   Hybrid Graphical Model for Semantic Image Segmentation  LL Wang, NHC Yung
2015   Probabilistic Segmentation of Musical Sequences Using Restricted Boltzmann Machines  CEC Chacón
2015   Globally Tuned Cascade Pose Regression via Back Propagation with Application in 2D Face Pose Estimation and Heart Segmentation in 3D CT Images  P Sun, JK Min, G Xiong
2015   CRF Learning with CNN Features for Image Segmentation  F Liu, G Lin, C Shen
2015   Semi-and Weakly-Supervised Semantic Segmentation with Deep Convolutional Neural Networks  Y Wang, J Liu, Y Li, H Lu
2015   Semantic Segmentation With Object Clique Potentials  XQJSS Liu, RLJ Jia
2015   Automatic segmentation and classification of tendon nuclei from IHC stained images  CP Kuok, PT Wu, IM Jou, FC Su, YN Sun
2015   Learning Deconvolution Network for Semantic Segmentation  H Noh, S Hong, B Han
2015   U-Net: Convolutional Networks for Biomedical Image Segmentation  O Ronneberger, P Fischer, T Brox
2015   Lung Segmentation In Chest Radiographs Using Distance Regularized Level Set And Deep-Structured Learning And Inference  TA Ngo, G Carneiro
2015   Hyperspectral classification via deep networks and superpixel segmentation  Y Liu, G Cao, Q Sun, M Siegel
2015   Boosting Convolutional Filters with Entropy Sampling for Optic Cup and Disc Image Segmentation from Fundus Images  JG Zilly, JM Buhmann, D Mahapatra
2015   Systems And Methods For Character Sequence Recognition With No Explicit Segmentation  U Meier, RS Dixon, KM Groethe, JR Bellegarda
2015   A Novel Word Segmentation Method Based on Object Detection and Deep Learning  T Wilkinson, A Brun
2015   Constrained Convolutional Neural Networks for Weakly Supervised Segmentation  D Pathak, P Krähenbühl, T Darrell
2015   Patch-wise skin segmentation of human body parts via deep neural networks  T Xu, Z Zhang, Y Wang
2015   Deep Convolutional Neural Networks for Multi-Modality Isointense Infant Brain Image Segmentation  W Zhang, R Li, H Deng, L Wang, W Lin, S Ji, D Shen
2015   StixelNet: A Deep Convolutional Network for Obstacle Detection and Road Segmentation  D Levi, N Garnett, E Fetaya, I Herzlyia, I Rehovot
2015   Optimizing the Relevance-Redundancy Tradeoff for Efficient Semantic Segmentation  C Hazırbas, J Diebold, D Cremers
2015   BoxSup: Exploiting Bounding Boxes to Supervise Convolutional Networks for Semantic Segmentation  J Dai, K He, J Sun
2015   Localized Ambient Solidity Separation Algorithm Based Computer User Segmentation  X Sun, T Zhang, Y Chai, Y Liu
2015   Learning High-level Prior with Convolutional Neural Networks for Semantic Segmentation  H Zheng, Y Liu, M Ji, F Wu, L Fang
2015   Automatic Segmentation of Liver Tumor in CT Images with Deep Convolutional Neural Networks  W Li, F Jia, Q Hu
2015   Deep learning for automatic localization, identification, and segmentation of vertebral bodies in volumetric MR images  A Suzani, A Rasoulian, A Seitel, S Fels, RN Rohling
2015   Semantic Image Segmentation with Task-Specific Edge Detection Using CNNs and a Discriminatively Trained Domain Transform  LC Chen, JT Barron, G Papandreou, K Murphy
2015   Joint Object and Part Segmentation using Deep Learned Potentials  P Wang, X Shen, Z Lin, S Cohen, B Price, A Yuille
2015   Research on a Pulmonary Nodule Segmentation Method Combining Fast Self-Adaptive FCM and Classification  H Liu, CM Zhang, ZY Su, K Wang, K Deng
2015   Cannet: Context Aware Nonlocal Convolutional Networks For Semantic Image Segmentation  L Ran, Y Zhang
2015   A Generic CNN-CRF Model for Semantic Segmentation  A Kirillov, D Schlesinger, W Forkel, A Zelenin, S Zheng
2015   Semantic Volume Segmentation with Iterative Context Integration  S Sickert, E Rodner, J Denzler
2015   Parallel Multi-Dimensional LSTM, With Application to Fast Biomedical Volumetric Image Segmentation  MF Stollenga, W Byeon, M Liwicki, J Schmidhuber
2015   Accurate Object Detection and Semantic Segmentation using Gaussian Mixture Model and CNN  S Jain, S Dehriya, YK Jain
2015   Iterative Instance Segmentation  K Li, B Hariharan, J Malik
2015   Recurrent Instance Segmentation  B Romera
2015   Semantic Segmentation with Boundary Neural Fields  G Bertasius, J Shi, L Torresani
2015   Deep convolutional networks for pancreas segmentation in CT imaging  HR Roth, A Farag, L Lu, EB Turkbey, RM Summers
2015   Efficient piecewise training of deep structured models for semantic segmentation  G Lin, C Shen, I Reid
2015   CNN-Based Food Image Segmentation Without Pixel-Wise Annotation  W Shimoda, K Yanai
2015   Segmentation of an Input by Cut Point Classification  L Wang, T Deselaers, HA Rowley
2015   STC: A Simple to Complex Framework for Weakly-supervised Semantic Segmentation  Y Wei, X Liang, Y Chen, X Shen, MM Cheng, Y Zhao
2015   Deep Convolutional Encoder Networks for Multiple Sclerosis Lesion Segmentation  T Brosch, Y Yoo, LYW Tang, DKB Li, A Traboulsee
2014   Deep convolutional filter banks for texture recognition and segmentation  M Cimpoi, S Maji, A Vedaldi
2014   Semantic Image Segmentation with Deep Convolutional Nets and Fully Connected CRFs  LC Chen, G Papandreou, I Kokkinos, K Murphy
2014   Deep Dynamic Neural Networks for Gesture Segmentation and Recognition  D Wu, L Shao
2014   Fully Convolutional Networks for Semantic Segmentation  J Long, E Shelhamer, T Darrell
2014   Fully Convolutional Neural Networks for Crowd Segmentation  K Kang, X Wang
2014   Joint Phoneme Segmentation Inference and Classification using CRFs  D Palaz, M Magimai
2014   Deep Structured learning for mass segmentation from Mammograms  N Dhungel, G Carneiro, AP Bradley
2014   Automatic Vaginal Bacteria Segmentation and Classification Based on Superpixel and Deep Learning  Y Song, D Ni, Z Zeng, L He, S Chen, B Lei, T Wang
2014   Weakly Supervised Object Segmentation with 004 dwaeConvolutional Neural Networks  PHO Pinheiro, R Collobert
2014   Hypercolumns for Object Segmentation and Fine-grained Localization  B Hariharan, P Arbeláez, R Girshick, J Malik
2014   Combining the Best of Graphical Models and ConvNets for Semantic Segmentation  M Cogswell, X Lin, S Purushwalkam, D Batra
2014   Early Hierarchical Contexts Learned by Convolutional Networks for Image Segmentation  Z Wu, Y Huang, Y Yu, L Wang, T Tan
2014   Random feature subspace ensemble based Extreme Learning Machine for liver tumor detection and segmentation  W Huang, Y Yang, Z Lin, GB Huang, J Zhou, Y Duan
2014   A deep learning based framework for accurate segmentation of cervical cytoplasm and nuclei  Y Song, L Zhang, S Chen, D Ni, B Li, Y Zhou, B Lei
2014   Learning Character Representations for Chinese Word Segmentation  X Liu, K Duh, Y Matsumoto, T Iwakura
2014   Automatic vertebrae localization, identification, and segmentation using deep learning and statistical models  A Suzani
2014   Fully automatic segmentation of ultrasound common carotid artery images based on machine learning  RM Menchón