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SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation

2 November 2015

Alex Kendall

Papers citing "SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation"

50 / 2,601 papers shown

Title
Beyond Forward Shortcuts: Fully Convolutional Master-Slave Networks (MSNets) with Backward Skip Connections for Semantic Segmentation Abrar H. Abdulnabi Stefan Winkler G. Wang 34 6 0 18 Jul 2017
Deep Semantic Segmentation for Automated Driving: Taxonomy, Roadmap and Challenges Mennatullah Siam Sara Elkerdawy Martin Jägersand S. Yogamani 172 167 0 08 Jul 2017
Gaussian Processes Semantic Map Representation M. G. Jadidi Lu Gan Steven A. Parkison Jie Li Ryan Eustice 90 28 0 05 Jul 2017
Detection and Localization of Image Forgeries using Resampling Features and Deep Learning Jason Bunk Jawadul H. Bappy Tajuddin Manhar Mohammed L. Nataraj A. Flenner B. S. Manjunath S. Chandrasekaran Amit K. Roy-Chowdhury Lawrence A. Peterson 78 166 0 03 Jul 2017
Superpixel-based Semantic Segmentation Trained by Statistical Process Control Hyojin Park Jisoo Jeong Y. Yoo Nojun Kwak SSeg 81 10 0 30 Jun 2017
Material Recognition CNNs and Hierarchical Planning for Biped Robot Locomotion on Slippery Terrain Martim Brandao Yukitoshi Minami Shiguematsu K. Hashimoto A. Takanishi 3DV 50 41 0 27 Jun 2017
Deep Semantic Classification for 3D LiDAR Data Ayush Dewan Gabriel L. Oliveira Wolfram Burgard 3DPC 3DV 60 57 0 26 Jun 2017
The NAO Backpack: An Open-hardware Add-on for Fast Software Development with the NAO Robot Matías Mattamala Gonzalo Olave Clayder González N. Hasbún Javier Ruiz-del-Solar 58 12 0 20 Jun 2017
Rethinking Atrous Convolution for Semantic Image Segmentation Liang-Chieh Chen George Papandreou Florian Schroff Hartwig Adam SSeg 325 8,531 0 17 Jun 2017
Self-ensembling for visual domain adaptation Geoffrey French Michal Mackiewicz M. Fisher 103 44 0 16 Jun 2017
A convolutional autoencoder approach for mining features in cellular electron cryo-tomograms and weakly supervised coarse segmentation Xiangrui Zeng M. R. Leung T. Zeev-Ben-Mordehai Min Xu 52 46 0 15 Jun 2017
LinkNet: Exploiting Encoder Representations for Efficient Semantic Segmentation Abhishek Chaurasia Eugenio Culurciello SSeg 97 1,394 0 14 Jun 2017
Dense Transformer Networks Jun Yu Li Yongjun Chen Lei Cai Ian Davidson Shuiwang Ji ViT MedIm 54 17 0 24 May 2017
Dynamic Occupancy Grid Prediction for Urban Autonomous Driving: A Deep Learning Approach with Fully Automatic Labeling Stefan Hoermann Martin Bach Klaus C. J. Dietmayer 80 166 0 24 May 2017
Incorporating Depth into both CNN and CRF for Indoor Semantic Segmentation Jindong Jiang Zhijun Zhang Yongqian Huang Lunan Zheng 106 28 0 21 May 2017
Multi-Task Learning Using Uncertainty to Weigh Losses for Scene Geometry and Semantics Alex Kendall Y. Gal R. Cipolla 3DH 287 3,145 0 19 May 2017
Matching neural paths: transfer from recognition to correspondence search Nikolay Savinov Lubor Ladicky Marc Pollefeys 71 10 0 19 May 2017
Joint Learning from Earth Observation and OpenStreetMap Data to Get Faster Better Semantic Maps Nicolas Audebert Bertrand Le Saux Sébastien Lefèvre 131 105 0 17 May 2017
Automatic Vertebra Labeling in Large-Scale 3D CT using Deep Image-to-Image Network with Message Passing and Sparsity Regularization Dong Yang T. Xiong Daguang Xu Qiangui Huang David Liu ... Mingqing Chen T. Tran S. Chin Dimitris N. Metaxas Dorin Comaniciu 58 106 0 17 May 2017
A Design Methodology for Efficient Implementation of Deconvolutional Neural Networks on an FPGA Xinyu Zhang Srinjoy Das Ojash Neopane Ken Kreutz-Delgado BDL 32 39 0 07 May 2017
Error Corrective Boosting for Learning Fully Convolutional Networks with Limited Data Abhijit Guha Roy Sailesh Conjeti Debdoot Sheet A. Katouzian Nassir Navab Christian Wachinger 95 97 0 02 May 2017
ICNet for Real-Time Semantic Segmentation on High-Resolution Images Hengshuang Zhao Xiaojuan Qi Xiaoyong Shen Jianping Shi Jiaya Jia SSeg 104 1,416 0 27 Apr 2017
No More Discrimination: Cross City Adaptation of Road Scene Segmenters Yi-Hsin Chen Wei-Yu Chen Yu-Ting Chen Bo-Cheng Tsai Y. Wang Min Sun SSeg 198 341 0 27 Apr 2017
Semantic Autoencoder for Zero-Shot Learning Elyor Kodirov Tao Xiang S. Gong VLM 156 828 0 26 Apr 2017
Automatic Liver Lesion Segmentation Using A Deep Convolutional Neural Network Method Xiao Han MedIm 110 159 0 24 Apr 2017
A Review on Deep Learning Techniques Applied to Semantic Segmentation Alberto Garcia-Garcia Sergio Orts Sergiu Oprea Victor Villena-Martinez Jose Garcia-Rodriguez 3DV SSeg 136 1,278 0 22 Apr 2017
Computer Vision for Autonomous Vehicles: Problems, Datasets and State of the Art J. Janai Fatma Guney Aseem Behl Andreas Geiger 160 801 0 18 Apr 2017
Interpretable 3D Human Action Analysis with Temporal Convolutional Networks Tae Soo Kim A. Reiter 3DH 51 603 0 14 Apr 2017
Virtual to Real Reinforcement Learning for Autonomous Driving Xinlei Pan Yurong You Ziyan Wang Cewu Lu OffRL 127 338 0 13 Apr 2017
Semantic3D.net: A new Large-scale Point Cloud Classification Benchmark Timo Hackel Nikolay Savinov Lubor Ladicky Jan Dirk Wegner Konrad Schindler Marc Pollefeys 3DV PINN 3DPC 96 712 0 12 Apr 2017
Loss Max-Pooling for Semantic Image Segmentation Samuel Rota Buló Gerhard Neuhold Peter Kontschieder SSeg 106 117 0 10 Apr 2017
Deep Reinforcement Learning framework for Autonomous Driving Ahmad El-Sallab Mohammed Abdou E. Perot S. Yogamani 112 973 0 08 Apr 2017
Not All Pixels Are Equal: Difficulty-aware Semantic Segmentation via Deep Layer Cascade Xiaoxiao Li Ziwei Liu Ping Luo Chen Change Loy Xiaoou Tang 166 265 0 05 Apr 2017
Deep Depth From Focus C. Hazirbas Sebastian Georg Soyer Maximilian Christian Staab Laura Leal-Taixé Zorah Lähner 3DV 96 86 0 04 Apr 2017
OctNetFusion: Learning Depth Fusion from Data Gernot Riegler Ali O. Ulusoy Horst Bischof Andreas Geiger 3DPC 3DV 123 207 0 04 Apr 2017
Chained Multi-stream Networks Exploiting Pose, Motion, and Appearance for Action Classification and Detection Mohammadreza Zolfaghari Gabriel L. Oliveira Nima Sedaghat Thomas Brox 93 217 0 03 Apr 2017
Semi and Weakly Supervised Semantic Segmentation Using Generative Adversarial Network Nasim Souly C. Spampinato M. Shah GAN 72 84 0 28 Mar 2017
Open Vocabulary Scene Parsing Hang Zhao Xavier Puig Bolei Zhou Sanja Fidler Antonio Torralba VLM 3DV 117 120 0 26 Mar 2017
Predicting Deeper into the Future of Semantic Segmentation Pauline Luc Natalia Neverova Camille Couprie Jakob Verbeek Yann LeCun 122 243 0 22 Mar 2017
RoomNet: End-to-End Room Layout Estimation Chen-Yu Lee Vijay Badrinarayanan Tomasz Malisiewicz Andrew Rabinovich 3DV 89 162 0 18 Mar 2017
Look into Person: Self-supervised Structure-sensitive Learning and A New Benchmark for Human Parsing Ke Gong Xiaodan Liang Dongyu Zhang Xiaohui Shen Liang Lin SSL 91 480 0 16 Mar 2017
What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision? Alex Kendall Y. Gal BDL OOD UD UQCV PER 470 4,735 0 15 Mar 2017
End-to-End Learning of Geometry and Context for Deep Stereo Regression Alex Kendall H. Martirosyan Saumitro Dasgupta Peter Henry Ryan Kennedy Abraham Bachrach Adam Bry 3DV 3DPC MDE 120 1,341 0 13 Mar 2017
A Compact DNN: Approaching GoogLeNet-Level Accuracy of Classification and Domain Adaptation Chunpeng Wu W. Wen Tariq Afzal Yongmei Zhang Yiran Chen Hai Helen Li 89 46 0 12 Mar 2017
Depth from Monocular Images using a Semi-Parallel Deep Neural Network (SPDNN) Hybrid Architecture S. Bazrafkan Hossein Javidnia Joseph Lemley Peter Corcoran MDE 131 16 0 10 Mar 2017
LesionSeg: Semantic segmentation of skin lesions using Deep Convolutional Neural Network D. Ramachandram Terrance Devries MedIm SSeg 35 10 0 09 Mar 2017
End-to-end semantic face segmentation with conditional random fields as convolutional, recurrent and adversarial networks Umut Güçlü Yağmur Güçlütürk Meysam Madadi Sergio Escalera Xavier Baro Jordi Gonzalez R. Lier Marcel van Gerven CVBM GAN SSeg 70 19 0 09 Mar 2017
DA-RNN: Semantic Mapping with Data Associated Recurrent Neural Networks Yu Xiang Dieter Fox 3DPC 87 107 0 09 Mar 2017
CDC: Convolutional-De-Convolutional Networks for Precise Temporal Action Localization in Untrimmed Videos Zheng Shou Jonathan Chan Alireza Zareian K. Miyazawa Shih-Fu Chang 107 561 0 04 Mar 2017
Label Refinement Network for Coarse-to-Fine Semantic Segmentation Md. Amirul Islam Shujon Naha Mrigank Rochan Neil D. B. Bruce Yang Wang SSeg 82 55 0 01 Mar 2017