v1v2 (latest)

DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs

2 June 2016

Papers citing "DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs"

50 / 4,473 papers shown

Title
SeGAN: Segmenting and Generating the Invisible Kiana Ehsani Roozbeh Mottaghi Ali Farhadi GAN 127 147 0 29 Mar 2017
Lucid Data Dreaming for Video Object Segmentation Anna Khoreva Rodrigo Benenson Eddy Ilg Thomas Brox Bernt Schiele VOS 132 38 0 28 Mar 2017
Multi-Path Region-Based Convolutional Neural Network for Accurate Detection of Unconstrained "Hard Faces" Yuguang Liu M. Levine ObjD CVBM 31 11 0 27 Mar 2017
SCAN: Structure Correcting Adversarial Network for Organ Segmentation in Chest X-rays Wei-Ming Dai Joseph Doyle Xiaodan Liang Zeya Wang Nanqing Dong Huatian Zhang Eric Xing MedIm 93 170 0 26 Mar 2017
Open Vocabulary Scene Parsing Hang Zhao Xavier Puig Bolei Zhou Sanja Fidler Antonio Torralba VLM 3DV 100 120 0 26 Mar 2017
Adversarial Examples for Semantic Segmentation and Object Detection Cihang Xie Jianyu Wang Zhishuai Zhang Yuyin Zhou Lingxi Xie Alan Yuille GAN AAML 113 935 0 24 Mar 2017
Deep Residual Learning for Instrument Segmentation in Robotic Surgery D. Pakhomov Vittal Premachandran M. Allan M. Azizian Nassir Navab MedIm 53 118 0 24 Mar 2017
Recurrent Multimodal Interaction for Referring Image Segmentation Chenxi Liu Zhe Lin Xiaohui Shen Jimei Yang Xin Lu Alan Yuille EgoV 86 240 0 23 Mar 2017
Deep Photo Style Transfer Fujun Luan Sylvain Paris Eli Shechtman Kavita Bala GAN 102 688 0 22 Mar 2017
Algorithms for Semantic Segmentation of Multispectral Remote Sensing Imagery using Deep Learning Ronald Kemker C. Salvaggio Christopher Kanan 80 461 0 19 Mar 2017
Deformable Convolutional Networks Jifeng Dai Haozhi Qi Yuwen Xiong Yi Li Guodong Zhang Han Hu Yichen Wei 239 5,360 0 17 Mar 2017
Understanding Traffic Density from Large-Scale Web Camera Data Shanghang Zhang Guanhang Wu João Paulo Costeira José M. F. Moura 95 134 0 17 Mar 2017
Comparison of the Deep-Learning-Based Automated Segmentation Methods for the Head Sectioned Images of the Virtual Korean Human Project M. Eshghi H. Roth M. Oda M. Chung K. Mori 24 3 0 15 Mar 2017
Deep Value Networks Learn to Evaluate and Iteratively Refine Structured Outputs Michael Gygli Mohammad Norouzi A. Angelova TDI 138 68 0 13 Mar 2017
LesionSeg: Semantic segmentation of skin lesions using Deep Convolutional Neural Network D. Ramachandram Terrance Devries MedIm SSeg 29 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 68 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
Large Kernel Matters -- Improve Semantic Segmentation by Global Convolutional Network Chao Peng Xiangyu Zhang Gang Yu G. Luo Jian Sun VLM SSeg 110 1,491 0 08 Mar 2017
All You Need is Beyond a Good Init: Exploring Better Solution for Training Extremely Deep Convolutional Neural Networks with Orthonormality and Modulation Di Xie Jiang Xiong Shiliang Pu 143 183 0 06 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 86 561 0 04 Mar 2017
Looking at Outfit to Parse Clothing Pongsate Tangseng Zhipeng Wu Kota Yamaguchi CVBM 52 56 0 04 Mar 2017
Robust Spatial Filtering with Graph Convolutional Neural Networks F. Such Shagan Sah Miguel Domínguez Suhas Pillai Chao Zhang A. Michael N. Cahill R. Ptucha GNN 108 140 0 02 Mar 2017
Understanding Convolution for Semantic Segmentation Panqu Wang Pengfei Chen Ye Yuan Ding Liu Zehua Huang Xiaodi Hou G. Cottrell SSeg 110 1,694 0 27 Feb 2017
DeepNAT: Deep Convolutional Neural Network for Segmenting Neuroanatomy Christian Wachinger M. Reuter T. Klein 3DV 388 332 0 27 Feb 2017
PixelNet: Representation of the pixels, by the pixels, and for the pixels Aayush Bansal Xinlei Chen Bryan C. Russell Abhinav Gupta Deva Ramanan SSeg 90 120 0 21 Feb 2017
Object Detection in Videos with Tubelet Proposal Networks Kai Kang Hongsheng Li Tong Xiao Wanli Ouyang Junjie Yan Xihui Liu Xiaogang Wang 82 194 0 21 Feb 2017
A deep learning model integrating FCNNs and CRFs for brain tumor segmentation Xiaomei Zhao Yihong Wu Guidong Song Zhenye Li Yazhuo Zhang Yong-Xian Fan MedIm 75 674 0 15 Feb 2017
Exploiting saliency for object segmentation from image level labels Seong Joon Oh Rodrigo Benenson Anna Khoreva Zeynep Akata Mario Fritz Bernt Schiele SSeg 406 201 0 28 Jan 2017
Learning Multi-level Region Consistency with Dense Multi-label Networks for Semantic Segmentation T. Shen Guosheng Lin Chunhua Shen Ian Reid SSeg 58 10 0 25 Jan 2017
FusionSeg: Learning to combine motion and appearance for fully automatic segmention of generic objects in videos Enis Berk Çoban Bo Xiong Michael I. Mandel VOS 134 383 0 19 Jan 2017
Towards Accurate Multi-person Pose Estimation in the Wild George Papandreou Tyler Lixuan Zhu Nori Kanazawa Alexander Toshev Jonathan Tompson C. Bregler Kevin Patrick Murphy 3DH 179 804 0 06 Jan 2017
Multivariate mixture model for myocardium segmentation combining multi-source images Xiahai Zhuang 103 263 0 28 Dec 2016
MultiNet: Real-time Joint Semantic Reasoning for Autonomous Driving Marvin Teichmann Michael Weber Johann Marius Zöllner R. Cipolla R. Urtasun SSeg 95 701 0 22 Dec 2016
A Survey of Deep Network Solutions for Learning Control in Robotics: From Reinforcement to Imitation L. Tai Jingwei Zhang Ming-Yuan Liu Joschka Boedecker Wolfram Burgard OffRL 145 78 0 21 Dec 2016
Generalized Deep Image to Image Regression Venkataraman Santhanam Vlad I. Morariu L. Davis 3DV 55 73 0 10 Dec 2016
Learning Video Object Segmentation from Static Images Anna Khoreva Federico Perazzi Rodrigo Benenson Bernt Schiele A. Sorkine-Hornung VOS 95 588 0 08 Dec 2016
Spatially Adaptive Computation Time for Residual Networks Michael Figurnov Maxwell D. Collins Yukun Zhu Li Zhang Jonathan Huang Dmitry Vetrov Ruslan Salakhutdinov 75 351 0 07 Dec 2016
Classification With an Edge: Improving Semantic Image Segmentation with Boundary Detection D. Marmanis Konrad Schindler Jan Dirk Wegner S. Galliani Mihai Datcu Uwe Stilla 128 604 0 05 Dec 2016
DenseReg: Fully Convolutional Dense Shape Regression In-the-Wild R. Güler George Trigeorgis Epameinondas Antonakos Patrick Snape Stefanos Zafeiriou Iasonas Kokkinos 3DH 3DV 121 201 0 04 Dec 2016
Pyramid Scene Parsing Network Hengshuang Zhao Jianping Shi Xiaojuan Qi Xiaogang Wang Jiaya Jia VOS SSeg 667 12,071 0 04 Dec 2016
Video Scene Parsing with Predictive Feature Learning Xiaojie Jin Xuzhao Li Huaxin Xiao Xiaohui Shen Zhe Lin ... Jian Dong Luoqi Liu Zequn Jie Jiashi Feng Shuicheng Yan 115 112 0 01 Dec 2016
Wider or Deeper: Revisiting the ResNet Model for Visual Recognition Zifeng Wu Chunhua Shen Anton Van Den Hengel SSeg 643 1,529 0 30 Nov 2016
Split-Brain Autoencoders: Unsupervised Learning by Cross-Channel Prediction Richard Y. Zhang Phillip Isola Alexei A. Efros SSL DRL 101 669 0 29 Nov 2016
Material Recognition from Local Appearance in Global Context Gabriel Schwartz Ko Nishino 91 27 0 28 Nov 2016
The One Hundred Layers Tiramisu: Fully Convolutional DenseNets for Semantic Segmentation S. Jégou M. Drozdzal David Vazquez Adriana Romero Yoshua Bengio SSeg 224 1,582 0 28 Nov 2016
Object Detection Free Instance Segmentation With Labeling Transformations Long Jin Zeyu Chen Zhuowen Tu ISeg 72 16 0 28 Nov 2016
Full-Resolution Residual Networks for Semantic Segmentation in Street Scenes Tobias Pohlen Alexander Hermans Markus Mathias Bastian Leibe SSeg 95 564 0 24 Nov 2016
InstanceCut: from Edges to Instances with MultiCut Alexander Kirillov Evgeny Levinkov Bjoern Andres Bogdan Savchynskyy Carsten Rother SSeg 72 254 0 24 Nov 2016
Recalling Holistic Information for Semantic Segmentation Hexiang Hu Zhiwei Deng Guang-Tong Zhou Fei Sha Greg Mori 72 5 0 24 Nov 2016
Straight to Shapes: Real-time Detection of Encoded Shapes Saumya Jetley Michael Sapienza Stuart Golodetz Philip Torr ObjD 138 50 0 23 Nov 2016