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"

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Title
weedNet: Dense Semantic Weed Classification Using Multispectral Images and MAV for Smart Farming Inkyu Sa Zetao Chen Marija Popović R. Khanna F. Liebisch Juan I. Nieto Roland Siegwart 21 266 0 11 Sep 2017
Fused Text Segmentation Networks for Multi-oriented Scene Text Detection Yuchen Dai Zheng Huang Yuting Gao Youxuan Xu Kai Chen Jie Guo Weidong Qiu 21 139 0 11 Sep 2017
PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume Deqing Sun Xiaodong Yang Ming Liu Jan Kautz 3DPC 61 2,425 0 07 Sep 2017
Learning Dilation Factors for Semantic Segmentation of Street Scenes Yang He M. Keuper Bernt Schiele Mario Fritz SSeg 19 8 0 06 Sep 2017
Using Cross-Model EgoSupervision to Learn Cooperative Basketball Intention Gedas Bertasius Jianbo Shi EgoV 32 6 0 05 Sep 2017
SketchParse : Towards Rich Descriptions for Poorly Drawn Sketches using Multi-Task Hierarchical Deep Networks Ravi Kiran Sarvadevabhatla Isht Dwivedi Abhijat Biswas S. Manocha R. VenkateshBabu 3DV 24 38 0 05 Sep 2017
Semantic Foggy Scene Understanding with Synthetic Data Daniel Gehrig Dengxin Dai Luc Van Gool 49 1,089 0 25 Aug 2017
Leaf Counting with Deep Convolutional and Deconvolutional Networks Shubhra Aich Ian Stavness 29 154 0 24 Aug 2017
Self-explanatory Deep Salient Object Detection Huaxin Xiao Jiashi Feng Yunchao Wei Maojun Zhang XAI FAtt 22 9 0 18 Aug 2017
Segmentation-Aware Convolutional Networks Using Local Attention Masks Adam W. Harley Konstantinos G. Derpanis Iasonas Kokkinos SSeg 32 141 0 15 Aug 2017
Joint Multi-Person Pose Estimation and Semantic Part Segmentation Fangting Xia Peng Wang Xianjie Chen Alan Yuille 28 213 0 10 Aug 2017
Personalized Cinemagraphs using Semantic Understanding and Collaborative Learning Tae-Hyun Oh Kyungdon Joo Neel Joshi Baoyuan Wang In So Kweon S. B. Kang DiffM 10 13 0 09 Aug 2017
Accurate Lung Segmentation via Network-Wise Training of Convolutional Networks Sangheum Hwang Sunggyun Park SSeg 21 45 0 02 Aug 2017
Deep Interactive Region Segmentation and Captioning Ali Sharifi Boroujerdi M. Khanian M. Breuß 24 7 0 26 Jul 2017
Fast Deep Matting for Portrait Animation on Mobile Phone Bingke Zhu Yingying Chen Jinqiao Wang Si Liu Bo Zhang Ming Tang 3DH 24 78 0 26 Jul 2017
Efficient Yet Deep Convolutional Neural Networks for Semantic Segmentation Sharif Amit Kamran A. Sabbir SSeg 13 19 0 26 Jul 2017
Towards Good Practices for Deep 3D Hand Pose Estimation Hengkai Guo Guijin Wang Xinghao Chen Cairong Zhang 3DH 33 85 0 23 Jul 2017
Semantic Segmentation with Reverse Attention Qin Huang Chunyang Xia Chi-Hao Wu Siyang Li Yeon-Chang Wang Yuhang Song C.-C. Jay Kuo SSeg 39 66 0 20 Jul 2017
Discovering Class-Specific Pixels for Weakly-Supervised Semantic Segmentation Arslan Chaudhry P. Dokania Philip Torr 22 123 0 18 Jul 2017
LabelFusion: A Pipeline for Generating Ground Truth Labels for Real RGBD Data of Cluttered Scenes Pat Marion Peter R. Florence Lucas Manuelli Russ Tedrake 3DV 28 109 0 15 Jul 2017
Adaptive Binarization for Weakly Supervised Affordance Segmentation Johann Sawatzky Juergen Gall 17 28 0 10 Jul 2017
Deep Semantic Segmentation for Automated Driving: Taxonomy, Roadmap and Challenges Mennatullah Siam Sara Elkerdawy Martin Jägersand S. Yogamani 124 166 0 08 Jul 2017
On the Compactness, Efficiency, and Representation of 3D Convolutional Networks: Brain Parcellation as a Pretext Task Wenqi Li Guotai Wang Lucas Fidon Sebastien Ourselin M. Jorge Cardoso Tom Kamiel Magda Vercauteren 3DV 30 337 0 06 Jul 2017
Co-salient Object Detection Based on Deep Saliency Networks and Seed Propagation over an Integrated Graph Dong-ju Jeong Insung Hwang N. Cho 34 26 0 29 Jun 2017
LinkNet: Exploiting Encoder Representations for Efficient Semantic Segmentation Abhishek Chaurasia Eugenio Culurciello SSeg 18 1,367 0 14 Jun 2017
Point Linking Network for Object Detection Xinggang Wang Kaibing Chen Zilong Huang Cong Yao Wenyu Liu ObjD 26 31 0 12 Jun 2017
Incorporating Depth into both CNN and CRF for Indoor Semantic Segmentation Jindong Jiang Zhijun Zhang Yongqian Huang Lunan Zheng 45 28 0 21 May 2017
Recurrent Scene Parsing with Perspective Understanding in the Loop Shu Kong Charless C. Fowlkes SSeg MDE 17 105 0 20 May 2017
Multi-Task Learning Using Uncertainty to Weigh Losses for Scene Geometry and Semantics Alex Kendall Y. Gal R. Cipolla 3DH 84 3,074 0 19 May 2017
Pixel Deconvolutional Networks Hongyang Gao Hao Yuan Zhengyang Wang Shuiwang Ji SSeg 19 46 0 18 May 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 34 1,270 0 22 Apr 2017
Loss Max-Pooling for Semantic Image Segmentation Samuel Rota Buló Gerhard Neuhold Peter Kontschieder SSeg 28 116 0 10 Apr 2017
ReLayNet: Retinal Layer and Fluid Segmentation of Macular Optical Coherence Tomography using Fully Convolutional Network Abhijit Guha Roy Sailesh Conjeti S. Karri Debdoot Sheet A. Katouzian Christian Wachinger Nassir Navab MedIm 38 530 0 07 Apr 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 31 170 0 26 Mar 2017
Open Vocabulary Scene Parsing Hang Zhao Xavier Puig Bolei Zhou Sanja Fidler Antonio Torralba VLM 3DV 22 119 0 26 Mar 2017
Recurrent Multimodal Interaction for Referring Image Segmentation Chenxi Liu Zhe-nan Lin Xiaohui Shen Jimei Yang Xin Lu Alan Yuille EgoV 36 234 0 23 Mar 2017
Deep Photo Style Transfer Fujun Luan Sylvain Paris Eli Shechtman Kavita Bala GAN 27 681 0 22 Mar 2017
Algorithms for Semantic Segmentation of Multispectral Remote Sensing Imagery using Deep Learning Ronald Kemker C. Salvaggio Christopher Kanan 36 450 0 19 Mar 2017
Deformable Convolutional Networks Jifeng Dai Haozhi Qi Yuwen Xiong Yi Li Guodong Zhang Han Hu Yichen Wei 83 5,261 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 18 3 0 15 Mar 2017
Deep Value Networks Learn to Evaluate and Iteratively Refine Structured Outputs Michael Gygli Mohammad Norouzi A. Angelova TDI 24 68 0 13 Mar 2017
LesionSeg: Semantic segmentation of skin lesions using Deep Convolutional Neural Network D. Ramachandram Terrance Devries MedIm SSeg 24 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 38 19 0 09 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 19 181 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 25 560 0 04 Mar 2017
Looking at Outfit to Parse Clothing Pongsate Tangseng Zhipeng Wu Kota Yamaguchi CVBM 22 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 29 140 0 02 Mar 2017
Understanding Convolution for Semantic Segmentation Panqu Wang Pengfei Chen Ye Yuan Ding Liu Zehua Huang Xiaodi Hou G. Cottrell SSeg 21 1,676 0 27 Feb 2017
DeepNAT: Deep Convolutional Neural Network for Segmenting Neuroanatomy Christian Wachinger M. Reuter T. Klein 3DV 42 330 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 29 120 0 21 Feb 2017