Deep Learning Publication Navigator - subtopic: image segmentation


Year TitleAuthor
2017   Constrained Deep Weak Supervision for Histopathology Image Segmentation  Z Jia, X Huang, EI Chang, Y Xu
2017   Deep Poincare Map For Robust Medical Image Segmentation  Y Mo, F Liu, J Zhang, G Yang, T He, Y Guo
2017   Exploring deep features: deeper fully convolutional neural network for image segmentation  SA Kamran, B Khaled, M Asif, S Bin Kabir
2017   Combining Bottom-Up, Top-Down, and Smoothness Cues for Weakly Supervised Image Segmentation  A Roy, S Todorovic
2017   The application of series multi-pooling convolutional neural networks for medical image segmentation  F Wang, S Huang, L Shi, W Fan 
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   Conditional Random Field and Deep Feature Learning for Hyperspectral Image Segmentation  FI Alam, J Zhou, AWC Liew, X Jia, J Chanussot, Y Gao 
2017   Interactive Medical Image Segmentation using Deep Learning with Image-specific Fine-tuning  G Wang, W Li, MA Zuluaga, R Pratt, PA Patel 
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   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   Deep learning for retinal image segmentation  A Garifullin
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   SegAN: Adversarial Network with Multi-scale $ L_1 $ Loss for Medical Image Segmentation  Y Xue, T Xu, H Zhang, R Long, X Huang
2017   Universal Adversarial Perturbations Against Semantic Image Segmentation  JH Metzen, MC Kumar, T Brox, V Fischer
2017   Suggestive Annotation: A Deep Active Learning Framework for Biomedical Image Segmentation  L Yang, Y Zhang, J Chen, S Zhang, DZ Chen
2017   HEp-2 Specimen Image Segmentation and Classification Using Very Deep Fully Convolutional Network.  Y Li, L Shen, S Yu
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   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   A weakly supervised road extraction approach via deep convolutional nets based image segmentation  W Xia, N Zhong, D Geng, L Luo
2017   Adversarial Examples for Semantic Image Segmentation  V Fischer, MC Kumar, JH Metzen, T Brox
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   W-Net: A Deep Model for Fully Unsupervised Image Segmentation  X Xia, B Kulis 
2017   Generative Adversarial Network based Synthesis for Supervised Medical Image Segmentation  T Neff, C Payer, D Štern, M Urschler
2017   Cascaded Fully Convolutional Networks for automatic prenatal ultrasound image segmentation  L Wu, Y Xin, S Li, T Wang, PA Heng, D Ni
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   Nabla-net: A Deep Dag-Like Convolutional Architecture for Biomedical Image Segmentation  A Chan, R Wiest, M Reyes
2017   Segmentation-by-Detection: A Cascade Network for Volumetric Medical Image Segmentation  M Tang, Z Zhang, D Cobzas, M Jagersand, JL Jaremko 
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   Subset selection for visualization of relevant image fractions for deep learning based semantic image segmentation  L Mauch, C Wang, B Yang
2016   Combining Fully Convolutional and Recurrent Neural Networks for 3D Biomedical Image Segmentation  J Chen, L Yang, Y Zhang, M Alber, DZ Chen
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   Review of MRI-based Brain Tumor Image Segmentation Using Deep Learning Methods  A Işın, C Direkoğlu, M Şah
2016   Three-Dimensional CT Image Segmentation by Combining 2D Fully Convolutional Network with 3D Majority Voting  S Wang, T Hara, H Fujita
2016   DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs  LC Chen, G Papandreou, I Kokkinos, K Murphy
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   LSI: Latent Semantic Inference for Natural Image Segmentation  L Dong, N Feng, Q Zhang
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   Fast, Exact and Multi-Scale Inference for Semantic Image Segmentation with Deep Gaussian CRFs  S Chandra, I Kokkinos
2016   HeMIS: Hetero-Modal Image Segmentation  M Havaei, N Guizard, N Chapados, Y Bengio
2016   Fully convolutional networks for multi-modality isointense infant brain image segmentation  D Nie, L Wang, Y Gao, D Sken
2016   Lung Image Segmentation Using Deep Learning Methods and Convolutional Neural Networks  A Alexander Kalinovsky, V Kovalev
2016   Fast Semantic Image Segmentation with High Order Context and Guided Filtering  F Shen, G Zeng
2016   Deep Learning for Multi-task Medical Image Segmentation in Multiple Modalities  P Moeskops, JM Wolterink, BHM van der Velden
2016   FusionNet: A deep fully residual convolutional neural network for image segmentation in connectomics  TM Quan, DGC Hilderbrand, WK Jeong
2016   Semantic-Based Brain MRI Image Segmentation Using Convolutional Neural Network  Y Chou, DJ Lee, D Zhang
2015   A deep framework for bacterial image segmentation and classification  D Nie, EA Shank, V Jojic
2015   Weakly-and Semi-Supervised Learning of a Deep Convolutional Network for Semantic Image Segmentation  G Papandreou, LC Chen, K Murphy, AL Yuille
2015   Weakly-and Semi-Supervised Learning of a DCNN for Semantic Image Segmentation  G Papandreou, LC Chen, K Murphy, AL Yuille
2015   An Iterative Convolutional Neural Network Algorithm Improves Electron Microscopy Image Segmentation  X Wu
2015   A Reliable Distributed Convolutional Neural Network for Biology Image Segmentation  X Zhang, G Tan, M Chen
2015   SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation  V Badrinarayanan, A Kendall, R Cipolla
2015   Deep Learning for Medical Image Segmentation  M Lai
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   Crowdsourcing the creation of image segmentation algorithms for connectomics  I Arganda
2015   Semantic Image Segmentation via Deep Parsing Network  Z Liu, X Li, P Luo, CC Loy, X Tang
2015   Hybrid Graphical Model for Semantic Image Segmentation  LL Wang, NHC Yung
2015   CRF Learning with CNN Features for Image Segmentation  F Liu, G Lin, C Shen
2015   U-Net: Convolutional Networks for Biomedical Image Segmentation  O Ronneberger, P Fischer, T Brox
2015   Boosting Convolutional Filters with Entropy Sampling for Optic Cup and Disc Image Segmentation from Fundus Images  JG Zilly, JM Buhmann, D Mahapatra
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   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   Cannet: Context Aware Nonlocal Convolutional Networks For Semantic Image Segmentation  L Ran, Y Zhang
2015   Parallel Multi-Dimensional LSTM, With Application to Fast Biomedical Volumetric Image Segmentation  MF Stollenga, W Byeon, M Liwicki, J Schmidhuber
2015   CNN-Based Food Image Segmentation Without Pixel-Wise Annotation  W Shimoda, K Yanai
2014   Semantic Image Segmentation with Deep Convolutional Nets and Fully Connected CRFs  LC Chen, G Papandreou, I Kokkinos, K Murphy
2014   Early Hierarchical Contexts Learned by Convolutional Networks for Image Segmentation  Z Wu, Y Huang, Y Yu, L Wang, T Tan