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
Fast Deep Matting for Portrait Animation on Mobile Phone Bingke Zhu Yingying Chen Jinqiao Wang Si Liu Bo Zhang Ming Tang 3DH 59 78 0 26 Jul 2017
Efficient Yet Deep Convolutional Neural Networks for Semantic Segmentation Sharif Amit Kamran A. Sabbir SSeg 73 19 0 26 Jul 2017
Residual Conv-Deconv Grid Network for Semantic Segmentation Damien Fourure Rémi Emonet Elisa Fromont Damien Muselet A. Trémeau Christian Wolf SSeg 85 221 0 25 Jul 2017
Joint Background Reconstruction and Foreground Segmentation via A Two-stage Convolutional Neural Network Xu Zhao Yingying Chen Ming Tang Jinqiao Wang 36 25 0 24 Jul 2017
Towards Good Practices for Deep 3D Hand Pose Estimation Hengkai Guo Guijin Wang Xinghao Chen Cairong Zhang 3DH 79 86 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 149 66 0 20 Jul 2017
The Devil is in the Decoder: Classification, Regression and GANs Z. Wojna V. Ferrari S. Guadarrama N. Silberman Liang-Chieh Chen Alireza Fathi J. Uijlings 67 93 0 18 Jul 2017
Discovering Class-Specific Pixels for Weakly-Supervised Semantic Segmentation Arslan Chaudhry P. Dokania Philip Torr 90 124 0 18 Jul 2017
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
Vision-based Real Estate Price Estimation Omid Poursaeed Tomas Matera Serge J. Belongie 58 119 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 101 111 0 15 Jul 2017
Revisiting Unreasonable Effectiveness of Data in Deep Learning Era Chen Sun Abhinav Shrivastava Saurabh Singh Abhinav Gupta VLM 216 2,414 0 10 Jul 2017
Adaptive Binarization for Weakly Supervised Affordance Segmentation Johann Sawatzky Juergen Gall 62 28 0 10 Jul 2017
Deep Semantic Segmentation for Automated Driving: Taxonomy, Roadmap and Challenges Mennatullah Siam Sara Elkerdawy Martin Jägersand S. Yogamani 165 167 0 08 Jul 2017
Image Segmentation Algorithms Overview Yuheng Song Y. Hao VLM SSeg 83 147 0 07 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 Vercauteren 3DV 111 339 0 06 Jul 2017
Dual Path Networks Yunpeng Chen Jianan Li Huaxin Xiao Xiaojie Jin Shuicheng Yan Jiashi Feng 96 832 0 06 Jul 2017
Gaussian Processes Semantic Map Representation M. G. Jadidi Lu Gan Steven A. Parkison Jie Li Ryan Eustice 69 28 0 05 Jul 2017
Towards lightweight convolutional neural networks for object detection Dmitriy Anisimov T. Khanova ObjD 84 40 0 05 Jul 2017
DeepIGeoS: A Deep Interactive Geodesic Framework for Medical Image Segmentation Guotai Wang Maria A. Zuluaga Wenqi Li R. Pratt P. Patel ... T. Doel A. David Jan Deprest Sebastien Ourselin Tom Vercauteren 88 411 0 03 Jul 2017
Superpixel-based Semantic Segmentation Trained by Statistical Process Control Hyojin Park Jisoo Jeong Y. Yoo Nojun Kwak SSeg 69 10 0 30 Jun 2017
Co-salient Object Detection Based on Deep Saliency Networks and Seed Propagation over an Integrated Graph Dong-ju Jeong Insung Hwang N. Cho 64 27 0 29 Jun 2017
Illuminating Pedestrians via Simultaneous Detection & Segmentation Garrick Brazil Xi Yin Xiaoming Liu 68 258 0 26 Jun 2017
Irregular Convolutional Neural Networks Jiabin Ma Wei Wang Liang Wang 43 12 0 24 Jun 2017
Rethinking Atrous Convolution for Semantic Image Segmentation Liang-Chieh Chen George Papandreou Florian Schroff Hartwig Adam SSeg 234 8,515 0 17 Jun 2017
LinkNet: Exploiting Encoder Representations for Efficient Semantic Segmentation Abhishek Chaurasia Eugenio Culurciello SSeg 89 1,394 0 14 Jun 2017
Point Linking Network for Object Detection Xinggang Wang Kaibing Chen Zilong Huang Cong Yao Wenyu Liu ObjD 83 31 0 12 Jun 2017
Integrated Deep and Shallow Networks for Salient Object Detection Jing Zhang Yue Liu Yuchao Dai Fatih Porikli Mingyi He ObjD 49 11 0 02 Jun 2017
Dilated Residual Networks Feng Yu V. Koltun Thomas Funkhouser MedIm 134 1,620 0 28 May 2017
The Lovász-Softmax loss: A tractable surrogate for the optimization of the intersection-over-union measure in neural networks Maxim Berman Amal Rannen Triki Matthew B. Blaschko SSeg 49 29 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
Recurrent Scene Parsing with Perspective Understanding in the Loop Shu Kong Charless C. Fowlkes SSeg MDE 65 105 0 20 May 2017
PixColor: Pixel Recursive Colorization S. Guadarrama Ryan Dahl David Bieber Mohammad Norouzi Jonathon Shlens Kevin Patrick Murphy 80 107 0 19 May 2017
Multiple-Human Parsing in the Wild Jianshu Li Jian-jun Zhao Yunchao Wei Congyan Lang Yidong Li Terence Sim Bo An Jiashi Feng 52 18 0 19 May 2017
Multi-Task Learning Using Uncertainty to Weigh Losses for Scene Geometry and Semantics Alex Kendall Y. Gal R. Cipolla 3DH 276 3,140 0 19 May 2017
Pixel Deconvolutional Networks Hongyang Gao Hao Yuan Zhengyang Wang Shuiwang Ji SSeg 148 46 0 18 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
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 128 1,278 0 22 Apr 2017
Segmentation of the Proximal Femur from MR Images using Deep Convolutional Neural Networks Cem M. Deniz Siyuan Xiang S. Hallyburton A. Welbeck James S. Babb S. Honig Kyunghyun Cho G. Chang 84 149 0 20 Apr 2017
Spatial Memory for Context Reasoning in Object Detection Xinlei Chen Abhinav Gupta ObjD 101 166 0 13 Apr 2017
Virtual to Real Reinforcement Learning for Autonomous Driving Xinlei Pan Yurong You Ziyan Wang Cewu Lu OffRL 109 337 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 78 712 0 12 Apr 2017
Beyond Planar Symmetry: Modeling human perception of reflection and rotation symmetries in the wild Christopher Funk Yanxi Liu 61 39 0 11 Apr 2017
Loss Max-Pooling for Semantic Image Segmentation Samuel Rota Buló Gerhard Neuhold Peter Kontschieder SSeg 99 117 0 10 Apr 2017
Pixelwise Instance Segmentation with a Dynamically Instantiated Network Anurag Arnab Philip Torr ISeg SSeg 59 233 0 07 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 94 533 0 07 Apr 2017
Convolutional Neural Pyramid for Image Processing Xiaoyong Shen Ying-Cong Chen Xin Tao Jiaya Jia 64 36 0 07 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 166 264 0 05 Apr 2017
Configurable 3D Scene Synthesis and 2D Image Rendering with Per-Pixel Ground Truth using Stochastic Grammars Chenfanfu Jiang Siyuan Qi Yixin Zhu Siyuan Huang Jenny Lin L. Yu Demetri Terzopoulos Song-Chun Zhu 3DV 124 82 0 01 Apr 2017
Semantic Instance Segmentation via Deep Metric Learning Alireza Fathi Z. Wojna V. Rathod Peng Wang Hyun Oh Song S. Guadarrama Kevin Patrick Murphy SSeg 67 203 0 30 Mar 2017