Year  Title  Author 
2017

Constrained Deep Weak Supervision for Histopathology Image Segmentation 
Z Jia, X Huang, EI Chang, Y Xu

2017

SegNet: A Deep Convolutional EncoderDecoder 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

Semisupervised 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 MultiClass 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 Xrays 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 RGBD 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

MultiPlanar Deep Segmentation Networks for Cardiac Substructures from MRI and CT 
A Mortazi, J Burt, U Bagci

2017

Radar HRRP Target Recognition Based on tSNE 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 BottomUp, TopDown, 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 nonexudative 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 DeepLearningBased 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

CurveStructure Segmentation from Depth Maps: A CNNbased 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 patchbased Reiterative Learning 
Y Nan, G Coppola, Q Liang, K Zou, W Sun, D Zhang

2017

The application of series multipooling convolutional neural networks for medical image segmentation 
F Wang, S Huang, L Shi, W Fan

2017

Efficient symmetrydriven 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 XRay Analysis of Lung Cancer 
Y Gordienko, P Gang, J Hui, W Zeng, Y Kochura

2017

Fully automated, deep learning segmentation of oxygeninduced 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 EncoderDecoder Network for Medical Image Segmentation 
JU Kim, HG Kim, YM Ro

2017

Realtime hierarchical fusion system for semantic segmentation in offroad scenes 
K Dang, M Hoy, J Dauwels, J Yuan

2017

Traffic Scene Segmentation Based on RGBD 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 Imagespecific Finetuning 
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

LargeScale 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 diffusionweighted 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 MultiOrgan 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 CrossDataset Learning 
M Gao, Z Xu, DJ Mollura

2017

Automatic Pancreas Segmentation Using CoarsetoFine Superpixel Labeling 
A Farag, L Lu, HR Roth, J Liu, E Turkbey, RM Summers

2017

Fully Automated Segmentation Using Distance Regularised Level Set and DeepStructured 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 CNNASM Refinement 
B He, D Xiao, Q Hu, F Jia

2017

A topdown mannerbased 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

WeaklyLabelled 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 ContextGuided Fully Convolutional Networks 
J Zhang, M Liu, L Wang, S Chen, P Yuan, J Li

2017

Towards ImageGuided Pancreas and Biliary Endoscopy: Automatic Multiorgan 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

BoundaryAware Fully Convolutional Network for Brain Tumor Segmentation 
H Shen, R Wang, J Zhang, SJ McKenna

2017

DeepUNet: A Deep Fully Convolutional Network for Pixellevel SeaLand 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 Cosegmentation 
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

Multiview longitudinal CNN for multiple sclerosis lesion segmentation 
A Birenbaum, H Greenspan

2017

Realtime 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

SizeInvariant Fully Convolutional Neural Network for vessel segmentation of digital retinal images 
Y Luo, H Cheng, L Yang

2017

CoarsetoFine 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 ConvDeconv Grid Network for Semantic Segmentation 
D Fourure, R Emonet, E Fromont, D Muselet

2017

Joint Background Reconstruction and Foreground Segmentation via A Twostage 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 ImagetoImage 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 Multiscale $ L_1 $ Loss for Medical Image Segmentation 
Y Xue, T Xu, H Zhang, R Long, X Huang

2017

Fully Convolutional Neural Networks with Fullscalefeatures for Semantic Segmentation 
T Pan, B Wang, G Ding, JH Yong

2017

Son of Zorn's Lemma: Targeted Style Transfer Using Instanceaware 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 crosssectional 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 deeplearning 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 LearningBased 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 noncontrast 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 shortaxis 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

HEp2 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

Multiscale 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 Unet with Multilevel 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 HandCrafted 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

PatchBased Deep Convolutional Neural Network for Corneal Ulcer Area Segmentation 
Q Sun, L Deng, J Liu, H Huang, J Yuan, X Tang

2017

Multiscale 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 CNNpowered 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 Multiobserver Deep Neural Network for Fully Automated Segmentation of Polycystic Kidneys 
TL Kline, P Korfiatis, ME Edwards, JD Blais

2017

Historical Document Image Segmentation with LDAInitialized Deep Neural Networks 
M Alberti, M Seuret, V Pondenkandath, R Ingold

2017

Image Segmentation and Classification for Sickle Cell Disease using Deformable UNet 
M Zhang, X Li, M Xu, Q Li

2017

SqueezeSeg: Convolutional Neural Nets with Recurrent CRF for RealTime RoadObject 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 Weaklysupervised 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

Translationaware 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 SeaLand 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

EndtoEnd Training of Hybrid CNNCRF 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 endtoend 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 multiatlas fusion 
L Ma, R Guo, G Zhang, F Tade, DM Schuster, P Nieh

2017

Automatic MR prostate segmentation by deep learning with holisticallynested 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 Multitask 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

Multilevel deep supervised networks for retinal vessel segmentation 
J Mo, L Zhang

2017

PanicleSEG: 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

WNet: 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 Subregions 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

Selfpaced crossmodality 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 Multitask Fully Convolutional Networks 
C Wang

2017

TricorNet: A Hybrid Temporal Convolutional and Recurrent Network for Video Action Segmentation 
L Ding, C Xu

2017

Improved fuzzyc means, Deep Belief Networks, and Morphological Operations in Object segmentation 
EN Singh, EVK Attri

2017

Maxmargin 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 gadoliniumenhanced 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

MIMONet: A multiinput multioutput 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 encoderdecoder 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 ForestBased 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

DeepFExt: Deep Feature Extraction for Vessel Segmentation and Centerline Prediction 
G Tetteh, M Rempfler, BH Menze, C Zimmer

2017

Nablanet: A Deep DagLike Convolutional Architecture for Biomedical Image Segmentation 
A Chan, R Wiest, M Reyes

2017

Convolutional neural network regression for shortaxis 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 contrastenhanced 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 CrossModality Convolution for 3D Biomedical Segmentation 
KL Tseng, YL Lin, W Hsu, CY Huang

2017

Hierarchical 3D fully convolutional networks for multiorgan 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 CoarsetoFine Semantic Segmentation 
MA Islam, S Naha, M Rochan, N Bruce, Y Wang

2017

Development of a deep neural network derived from contours defined by consensusbased guidelines for automatic target segmentation in hepatocellular carcinoma … 
J Zhao, J Wang, M Cheng

2017

SegmentationbyDetection: A Cascade Network for Volumetric Medical Image Segmentation 
M Tang, Z Zhang, D Cobzas, M Jagersand, JL Jaremko

2017

Dualstage 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 SpatioTemporal Dependency for Semantic Video Segmentation 
Z Qiu, T Yao, T Mei

2017

Multipass 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 doublelabel for esophageal cancer image segmentation by selftransfer learning 
DX Xue, R Zhang, YY Zhao, JM Xu, YL Wang

2017

Foramina LocalizationSemantic 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 Multiscale 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 MattersImprove Semantic Segmentation by Global Convolutional Network 
C Peng, X Zhang, G Yu, G Luo, J Sun

2017

Learning Multilevel Region Consistency with Dense Multilabel 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

CNNbased Segmentation of Medical Imaging Data 
B Kayalibay, G Jensen, P van der Smagt

2017

Choroid Segmentation from Optical Coherence Tomography with GraphEdge 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 Multiclass 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 encoderdecoder network with model uncertainty for semantic segmentation 
S Isobe, S Arai

2017

Neuronlevel 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

GMMbased 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 (TSSHDL) 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

Builtin Foreground/Background Prior for WeaklySupervised 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

ScaleInvariant Feature Learning using Deconvolutional Neural Networks for WeaklySupervised 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 networkhidden 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 patchlevel CRFs for indoor semantic segmentation 
X Wu, M Du, W Chen, Z Li

2016

Review of MRIbased 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

Nablanet: a deep daglike convolutional architecture for biomedical image segmentation: application to whitematter 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 RoboticAssisted Surgery 
MJ Fard, S Ameri, RB Chinnam, RD Ellis

2016

Shapeaware Instance Segmentation 
Z Hayder, X He, M Salzmann

2016

Accelerating Convolutional Sparse Coding for Curvilinear Structures Segmentation by Refining SCIRDTS 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 Multiview 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

ThreeDimensional 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 cosegmentation 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 WeaklyAnnotated 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 DeepLearning and DeformableModel Approach to Fully Automatic Segmentation of the Left Ventricle in Cardiac MRI 
MR Avendi, A Kheradvar, H Jafarkhani

2016

Comparison of bladder segmentation using deeplearning convolutional neural network with and without level sets 
KH Cha, LM Hadjiiski, RK Samala, HP Chan

2016

Urinary bladder segmentation in CT urography using deeplearning 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

WeaklySupervised Semantic Segmentation using Motion Cues 
P Tokmakov, K Alahari, C Schmid

2016

Hair Segmentation Using HeuristicallyTrained 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 OnRoad to Off: Transfer Learning Within a Deep Convolutional Neural Network for Segmentation and Classification of OffRoad Scenes 
CJ Holder, TP Breckon, X Wei

2016

Deep Learning Based Robust Human Body Segmentation for Pose Estimation from RGBD Sensors 
D Frank

2016

A Fully Convolutional Neural Network for Cardiac Segmentation in ShortAxis 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 ShortAxis 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

RealTime Facial Segmentation and Performance Capture from RGB Input 
S Saito, T Li, H Li

2016

RGBD Semantic Segmentation Using SpatioTemporal DataDriven 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

HoughCNN: 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 MultiScale Inference for Semantic Image Segmentation with Deep Gaussian CRFs 
S Chandra, I Kokkinos

2016

Improved DnnBased Segmentation For MultiGenre Broadcast Audio 
L Wang, C Zhang, PC Woodland, MJF Gales

2016

Endtoend learning of brain tissue segmentation from imperfect labeling 
A Fedorov, J Johnson, E Damaraju, A Ozerin

2016

Feedback Neural Network for Weakly Supervised GeoSemantic 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 Multitask, Multidomain 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

Multiatlas 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

Nonuniform patch sampling with deep convolutional neural networks for white matter hyperintensity segmentation 
M Ghafoorian, N Karssemeijer, T Heskes

2016

Multiscale CNNs for Brain Tumor Segmentation and Diagnosis 
L Zhao, K Jia, C Beijing

2016

Subcortical brain structure segmentation using FCNN'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 Multidomain Regularized Deep Learning for Anatomical Structure Detection and Segmentation from Ultrasound Images 
H Chen, Y Zheng, JH Park, PA Heng, SK Zhou

2016

EndtoEnd Instance Segmentation and Counting with Recurrent Attention 
M Ren, RS Zemel

2016

Pancreas Segmentation in Abdominal CT Scan: A CoarsetoFine Approach 
Y Zhou, L Xie, W Shen, E Fishman, A Yuille

2016

Bladder cancer segmentation in CT for treatment response assessment: Application of deeplearning convolution neural network—A pilot study 
KH Cha, L Hadjiiski, RK Samala, HP Chan, RH Cohan

2016

HeMIS: HeteroModal 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 CharacterLevel Neural Machine Translation without Explicit Segmentation 
J Lee, K Cho, T Hofmann

2016

A DNNHMM Approach to Story Segmentation 
J Yu, X Xiao, L Xie, ES Chng, H Li

2016

FullResolution Residual Networks for Semantic Segmentation in Street Scenes 
T Pohlen, A Hermans, M Mathias, B Leibe

2016

Semisupervised 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 NearInfrared 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 Semisupervised 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 semiautomatic 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 FullyConnected 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 UNet: Learning Dense Volumetric Segmentation from Sparse Annotation 
Ö Çiçek, A Abdulkadir, SS Lienkamp, T Brox

2016

Fully convolutional networks for multimodality 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

Objectnessaware Semantic Segmentation 
Y Wang, J Liu, Y Li, J Yan, H Lu

2016

Spatial Aggregation of HolisticallyNested Networks for Automated Pancreas Segmentation 
HR Roth, L Lu, A Farag, A Sohn, RM Summers

2016

Fast Headandshoulder 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

Highperformance Semantic Segmentation Using Very Deep Fully Convolutional Networks 
Z Wu, C Shen, A Hengel

2016

Multiscale 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 Characterlevel 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 Multislice 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 Autocontext 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 Pixelwise 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

Finegrained 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 SelfSupervised 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??? multilayered 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 Multitask Medical Image Segmentation in Multiple Modalities 
P Moeskops, JM Wolterink, BHM van der Velden

2016

Pixellevel encoding and depth layering for instancelevel 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 RGBD Semantic Segmentation with Deconvolutional Networks 
J Wang, Z Wang, D Tao, S See, G Wang

2016

Human Segmentation with NVIDIATX1 
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

AbuMaTran 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: SpatioTemporal FCN for Semantic Video Segmentation 
M Fayyaz, MH Saffar, M Sabokrou, M Fathy, R Klette

2016

Image semantic segmentation based on FCNCRF model 
H Zhou, J Zhang, J Lei, S Li, D Tu

2016

SemanticBased 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 Instanceaware Semantic Segmentation 
Y Li, H Qi, J Dai, X Ji, Y Wei

2016

Automatic abdominal multiorgan segmentation using deep convolutional neural network and timeimplicit 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

Weaklyand SemiSupervised 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

Weaklyand SemiSupervised Learning of a DCNN for Semantic Image Segmentation 
G Papandreou, LC Chen, K Murphy, AL Yuille

2015

InfraredAided Superpixel Segmentation 
HP Hariharan

2015

DeepOrgan: Multilevel 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 EncoderDecoder Architecture for Image Segmentation 
V Badrinarayanan, A Kendall, R Cipolla

2015

MultiScale 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 Multiscale 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 ConVolutional 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

PseudoSupervised 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

SecondOrder Constrained Parametric Proposals and Sequential SearchBased Structured Prediction for Semantic Segmentation in RGBD 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 ReWeighted 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

Regionbased 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

Proposalfree Network for Instancelevel Object Segmentation 
X Liang, Y Wei, X Shen, J Yang, L Lin, S Yan

2015

Long ShortTerm 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

Semiand WeaklySupervised 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

UNet: Convolutional Networks for Biomedical Image Segmentation 
O Ronneberger, P Fischer, T Brox

2015

Lung Segmentation In Chest Radiographs Using Distance Regularized Level Set And DeepStructured 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

Patchwise skin segmentation of human body parts via deep neural networks 
T Xu, Z Zhang, Y Wang

2015

Deep Convolutional Neural Networks for MultiModality 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 RelevanceRedundancy 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 Highlevel 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 TaskSpecific 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 SelfAdaptive 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 CNNCRF 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 MultiDimensional 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

CNNBased Food Image Segmentation Without PixelWise 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 Weaklysupervised 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 Finegrained 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
