Deep Learning Publication Navigator - subtopic: semantic segmentation


Year TitleAuthor
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   Weakly Supervised Semantic Segmentation Using Superpixel Pooling Network  S Kwak, S Hong, B Han
2017   Semi and Weakly Supervised Semantic Segmentation Using Generative Adversarial Network  N Souly, C Spampinato, M Shah
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   Deep learning for semantic segmentation in multimodal medical images  I LITIS
2017   Lesion Detection In Ct Images Using Deep Learning Semantic Segmentation Technique  A Kalinovskya, V Liauchuka, A Tarasaub
2017   Real-time hierarchical fusion system for semantic segmentation in offroad scenes  K Dang, M Hoy, J Dauwels, J Yuan
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   Medical image semantic segmentation based on deep learning  F Jiang, A Grigorev, S Rho, Z Tian, YS Fu, W Jifara
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   Deep context modeling for semantic segmentation  K Nguyen, C Fookes, S Sridharan
2017   Towards Automatic Semantic Segmentation in Volumetric Ultrasound  X Yang, L Yu, S Li, X Wang, N Wang, J Qin, D Ni
2017   Gaussian Filter in CRF Based Semantic Segmentation  Y Gu, Q Wu, J Li, K Cheng
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   Real-time Semantic Segmentation of Crop and Weed for Precision Agriculture Robots Leveraging Background Knowledge in CNNs  A Milioto, P Lottes, C Stachniss
2017   Learning to Align Semantic Segmentation and 2.5 D Maps for Geolocalization  A Armagan, M Hirzer, PM Roth, V Lepetit
2017   Residual Conv-Deconv Grid Network for Semantic Segmentation  D Fourure, R Emonet, E Fromont, D Muselet
2017   Deep Context Convolutional Neural Networks for Semantic Segmentation  W Yang, Q Zhou, Y Fan, G Gao, S Wu, W Ou, H Lu 
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   Unsupervised Domain Adaptation for Semantic Segmentation with GANs  S Sankaranarayanan, Y Balaji, A Jain, SN Lim 
2017   Fast Residual Forests: Rapid Ensemble Learning for Semantic Segmentation  Y Zuo, T Drummond 
2017   Customized Semantic Segmentation by using Virtual World Data  JS Kang, DK Kim, EJ Rhee 
2017   Efficient and robust deep networks for semantic segmentation  GL Oliveira, C Bollen, W Burgard, T Brox
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   Translation-aware Semantic Segmentation via Conditional Least Square Generative Adversarial Networks  M Zhanga, X Hua, L Zhaoa, S Pangb, J Gonga, M Luoa
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   Deep learning for semantic segmentation of remote sensing images with rich spectral content  A Hamida, A Benoît, P Lambert, L Klein, C Amar 
2017   3D Semantic Segmentation with Submanifold Sparse Convolutional Networks  B Graham, M Engelcke, L van der Maaten 
2017   Improved semantic segmentation for robotic applications with hierarchical conditional random fields  BJ Meyer, T Drummond
2017   Max-margin learning of deep structured models for semantic segmentation  M Larsson, J Alvén, F Kahl
2017   A Review on Deep Learning Techniques Applied to Semantic Segmentation  A Garcia
2017   Label Refinement Network for Coarse-to-Fine Semantic Segmentation  MA Islam, S Naha, M Rochan, N Bruce, Y Wang
2017   FusionNet: Edge Aware Deep Convolutional Networks for Semantic Segmentation of Remote Sensing Harbor Images  D Cheng, G Meng, S Xiang, C Pan
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   Semantic segmentation for 3D localization in urban environments  A Armagan, M Hirzer, V Lepetit
2017   Deep convolutional encoder-decoder network with model uncertainty for semantic segmentation  S Isobe, S Arai
2017   Semantic segmentation of color eye images for improving iris segmentation  D Osorio
2017   Learning based semantic segmentation for robot navigation in outdoor environment  J Lin, WJ Wang, SK Huang, HC Chen
2016   Built-in Foreground/Background Prior for Weakly-Supervised Semantic Segmentation  F Saleh, MSA Akbarian, M Salzmann, L Petersson
2016   Scale-Invariant Feature Learning using Deconvolutional Neural Networks for Weakly-Supervised Semantic Segmentation  HE Kim, S Hwang
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   Learning Dense Convolutional Embeddings For Semantic Segmentation  AW Harley, KG Derpanis, I Kokkinos
2016   Joint Optical Flow and Temporally Consistent Semantic Segmentation  J Hur, S Roth
2016   Semantic Segmentation Of Railway Track Images With Deep Convolutional Neural Networks  X Gibert, VM Patel, R Chellappa
2016   Enhancing Semantic Segmentation for Robotics: The Power of 3D Entangled Forests  D Wolf, J Prankl, M Vincze
2016   Learning Semantic Segmentation with Weakly-Annotated Videos  P Tokmakov, K Alahari, C Schmid
2016   Learning Transferrable Knowledge for Semantic Segmentation with Deep Convolutional Neural Network  S Hong, J Oh, B Han, H Lee
2016   Weakly-Supervised Semantic Segmentation using Motion Cues  P Tokmakov, K Alahari, C Schmid
2016   Deep Learning Markov Random Field for Semantic Segmentation  Z Liu, X Li, P Luo, CC Loy, X Tang
2016   Exploring Context with Deep Structured models for Semantic Segmentation  G Lin, C Shen, A Hengel, I Reid
2016   Simple Does It: Weakly Supervised Instance and Semantic Segmentation  A Khoreva, R Benenson, J Hosang, M Hein, B Schiele
2016   RGBD Semantic Segmentation Using Spatio-Temporal Data-Driven Pooling  Y He, WC Chiu, M Keuper, M Fritz
2016   Semantic Segmentation via Multi-task, Multi-domain Learning  A Trémeau, C Wolf
2016   Full-Resolution Residual Networks for Semantic Segmentation in Street Scenes  T Pohlen, A Hermans, M Mathias, B Leibe
2016   Training Bit Fully Convolutional Network for Fast Semantic Segmentation  H Wen, S Zhou, Z Liang, Y Zhang, D Feng, X Zhou
2016   Unsupervised Total Variation Loss for Semi-supervised Deep Learning of Semantic Segmentation  M Javanmardi, M Sajjadi, T Liu, T Tasdizen
2016   Objectness-aware Semantic Segmentation  Y Wang, J Liu, Y Li, J Yan, H Lu
2016   High-performance Semantic Segmentation Using Very Deep Fully Convolutional Networks  Z Wu, C Shen, A Hengel
2016   Clockwork Convnets for Video Semantic Segmentation  E Shelhamer, K Rakelly, J Hoffman, T Darrell
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   Diverse Sampling for Self-Supervised Learning of Semantic Segmentation  M Mostajabi, N Kolkin, G Shakhnarovich
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   A Deep Learning Approach for Semantic Segmentation in Histology Tissue Images  J Wang, JD MacKenzie, R Ramachandran, DZ Chen
2016   Pixel-level encoding and depth layering for instance-level semantic segmentation  J Uhrig, M Cordts, U Franke, T Brox
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   Image semantic segmentation based on FCN-CRF model  H Zhou, J Zhang, J Lei, S Li, D Tu
2016   Global Deconvolutional Networks for Semantic Segmentation  V Nekrasov, J Ju, J Choi
2016   Fully Convolutional Instance-aware Semantic Segmentation  Y Li, H Qi, J Dai, X Ji, Y Wei
2015   What's the point: Semantic segmentation with point supervision  O Russakovsky, AL Bearman, V Ferrari, FF Li
2015   Fast Semantic Segmentation of 3D Point Clouds using a Dense CRF with Learned Parameters  D Wolf, J Prankl, M Vincze
2015   Multi-Scale Convolutional Architecture for Semantic Segmentation  A Raj, D Maturana, S Scherer
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   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   Relating Cascaded Random Forests to Deep Convolutional Neural Networks for Semantic Segmentation  DL Richmond, D Kainmueller, MY Yang, EW Myers
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   Learning Deconvolution Network for Semantic Segmentation  H Noh, S Hong, B Han
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   Learning High-level Prior with Convolutional Neural Networks for Semantic Segmentation  H Zheng, Y Liu, M Ji, F Wu, L Fang
2015   A Generic CNN-CRF Model for Semantic Segmentation  A Kirillov, D Schlesinger, W Forkel, A Zelenin, S Zheng
2015   Accurate Object Detection and Semantic Segmentation using Gaussian Mixture Model and CNN  S Jain, S Dehriya, YK Jain
2015   Semantic Segmentation with Boundary Neural Fields  G Bertasius, J Shi, L Torresani
2015   Efficient piecewise training of deep structured models for semantic segmentation  G Lin, C Shen, I Reid
2015   STC: A Simple to Complex Framework for Weakly-supervised Semantic Segmentation  Y Wei, X Liang, Y Chen, X Shen, MM Cheng, Y Zhao
2014   Fully Convolutional Networks for Semantic Segmentation  J Long, E Shelhamer, T Darrell
2014   Combining the Best of Graphical Models and ConvNets for Semantic Segmentation  M Cogswell, X Lin, S Purushwalkam, D Batra