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 / 4,477 papers shown

Title
Automated cardiovascular magnetic resonance image analysis with fully convolutional networks Wenjia Bai Matthew Sinclair G. Tarroni Ozan Oktay Martin Rajchl ... S. Petersen Stefan K. Piechnik S. Neubauer Ben Glocker Daniel Rueckert 79 34 0 25 Oct 2017
Investigating the feature collection for semantic segmentation via single skip connection Jonghwa Yim Kyung-ah Sohn 26 1 0 23 Oct 2017
Rethinking Convolutional Semantic Segmentation Learning Mrinal Haloi BDL 49 4 0 22 Oct 2017
SEGCloud: Semantic Segmentation of 3D Point Clouds Lyne P. Tchapmi Chris Choy Iro Armeni JunYoung Gwak Silvio Savarese 3DPC 95 757 0 20 Oct 2017
SqueezeSeg: Convolutional Neural Nets with Recurrent CRF for Real-Time Road-Object Segmentation from 3D LiDAR Point Cloud Bichen Wu Alvin Wan Xiangyu Yue Kurt Keutzer 3DPC 97 806 0 19 Oct 2017
Function Norms and Regularization in Deep Networks Amal Rannen Triki Maxim Berman Matthew B. Blaschko 57 2 0 18 Oct 2017
Scene Parsing with Global Context Embedding Wei-Chih Hung Yi-Hsuan Tsai Xiaohui Shen Zhe Lin Kalyan Sunkavalli Xin Lu Ming-Hsuan Yang 125 55 0 17 Oct 2017
Multi-Task Domain Adaptation for Deep Learning of Instance Grasping from Simulation Kuan Fang Yunfei Bai Stefan Hinterstoißer Silvio Savarese Mrinal Kalakrishnan OOD 74 117 0 17 Oct 2017
Hierarchical semantic segmentation using modular convolutional neural networks S. Eppel 71 9 0 14 Oct 2017
GeneSIS-RT: Generating Synthetic Images for training Secondary Real-world Tasks Gregory J. Stein Nicholas Roy 76 32 0 11 Oct 2017
Interactive Medical Image Segmentation using Deep Learning with Image-specific Fine-tuning Guotai Wang Wenqi Li Maria A. Zuluaga R. Pratt P. Patel ... T. Doel A. David Jan Deprest Sebastien Ourselin Tom Vercauteren 102 692 0 11 Oct 2017
DeepSolarEye: Power Loss Prediction and Weakly Supervised Soiling Localization via Fully Convolutional Networks for Solar Panels Sachin Mehta A. Azad Saneem A. Chemmengath V. Raykar S. Kalyanaraman 73 87 0 10 Oct 2017
Learning Affinity via Spatial Propagation Networks Sifei Liu Shalini De Mello Liang Feng Guangyu Zhong Ming-Hsuan Yang Jan Kautz 89 286 0 03 Oct 2017
Progressive Color Transfer with Dense Semantic Correspondences Mingming He Jing Liao DongDong Chen Lu Yuan Pedro Sander 114 34 0 02 Oct 2017
B-CNN: Branch Convolutional Neural Network for Hierarchical Classification Xinqi Zhu Michael Bain 183 153 0 28 Sep 2017
Automated sub-cortical brain structure segmentation combining spatial and deep convolutional features Kaisar Kushibar Sergi Valverde Sandra González-Villá J. Bernal Mariano Cabezas A. Oliver Xavier Llado 67 108 0 26 Sep 2017
Learning to Inpaint for Image Compression M. H. Baig V. Koltun Lorenzo Torresani AI4CE 68 55 0 26 Sep 2017
AffordanceNet: An End-to-End Deep Learning Approach for Object Affordance Detection Thanh-Toan Do A. Nguyen Ian Reid 85 297 0 21 Sep 2017
Multi-Task Learning for Segmentation of Building Footprints with Deep Neural Networks B. Bischke P. Helber Joachim Folz Damian Borth Andreas Dengel SSeg 90 249 0 18 Sep 2017
Automatic Tool Landmark Detection for Stereo Vision in Robot-Assisted Retinal Surgery Thomas Probst Kevis-Kokitsi Maninis Ajad Chhatkuli M. Ourak E. V. Poorten Luc Van Gool 64 42 0 17 Sep 2017
DeepVoting: A Robust and Explainable Deep Network for Semantic Part Detection under Partial Occlusion Zhishuai Zhang Cihang Xie Jianyu Wang Lingxi Xie Alan Yuille 78 9 0 14 Sep 2017
Cascaded Region-based Densely Connected Network for Event Detection: A Seismic Application Yue-bo Wu Youzuo Lin Zheng Zhou D. C. Bolton Ji Liu Paul Johnson 49 109 0 12 Sep 2017
Holistic, Instance-Level Human Parsing Qizhu Li Anurag Arnab Philip Torr SSeg 134 67 0 11 Sep 2017
One-Shot Learning for Semantic Segmentation Amirreza Shaban Shray Bansal Ziqiang Liu Irfan Essa Byron Boots SSeg VLM 152 705 0 11 Sep 2017
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 66 272 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 79 140 0 11 Sep 2017
Learning to Segment Breast Biopsy Whole Slide Images Sachin Mehta E. Mercan Jamen Bartlett D. Weaver J. Elmore Linda G. Shapiro MedIm 67 41 0 08 Sep 2017
PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume Deqing Sun Xiaodong Yang Ming-Yuan Liu Jan Kautz 3DPC 287 2,452 0 07 Sep 2017
FingerNet: An Unified Deep Network for Fingerprint Minutiae Extraction Yao Tang Fei Gao Jufu Feng Yuhang Liu 57 166 0 07 Sep 2017
Learning Dilation Factors for Semantic Segmentation of Street Scenes Yang He Margret Keuper Bernt Schiele Mario Fritz SSeg 31 8 0 06 Sep 2017
Using Cross-Model EgoSupervision to Learn Cooperative Basketball Intention Gedas Bertasius Jianbo Shi EgoV 65 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 61 38 0 05 Sep 2017
Dataset Augmentation with Synthetic Images Improves Semantic Segmentation M. Goyal Param S. Rajpura Hristo Bojinov R. Hegde 44 25 0 04 Sep 2017
Deep Learning-Guided Image Reconstruction from Incomplete Data B. Kelly Thomas P. Matthews M. Anastasio 68 54 0 02 Sep 2017
DeepUNet: A Deep Fully Convolutional Network for Pixel-level Sea-Land Segmentation Ruirui Li Wenjie Liu Lei Yang Shihao Sun Wei Hu Fan Zhang Wei Li SSeg 67 287 0 01 Sep 2017
Learning Inference Models for Computer Vision Varun Jampani BDL 42 1 0 31 Aug 2017
A Compromise Principle in Deep Monocular Depth Estimation Huan Fu Biwei Huang Chaohui Wang Dacheng Tao MDE 102 14 0 28 Aug 2017
Semantic Foggy Scene Understanding with Synthetic Data Daniel Gehrig Dengxin Dai Luc Van Gool 155 1,120 0 25 Aug 2017
Leaf Counting with Deep Convolutional and Deconvolutional Networks Shubhra Aich Ian Stavness 69 155 0 24 Aug 2017
Practical Block-wise Neural Network Architecture Generation Zhaobai Zhong Junjie Yan Wei Wu Jing Shao Cheng-Lin Liu 94 126 0 18 Aug 2017
Stacked Deconvolutional Network for Semantic Segmentation J. Fu Qingbin Liu Yuhang Wang Hanqing Lu SSeg 71 213 0 16 Aug 2017
Multi-View Stereo with Single-View Semantic Mesh Refinement Andrea Romanoni Marco Ciccone Francesco Visin Matteo Matteucci 3DV 51 21 0 16 Aug 2017
Segmentation-Aware Convolutional Networks Using Local Attention Masks Adam W. Harley Konstantinos G. Derpanis Iasonas Kokkinos SSeg 209 142 0 15 Aug 2017
DesnowNet: Context-Aware Deep Network for Snow Removal Yun-Fu Liu Da-Wei Jaw Shih-Chia Huang Lei Li 69 338 0 15 Aug 2017
Joint Multi-Person Pose Estimation and Semantic Part Segmentation Fangting Xia Peng Wang Xianjie Chen Alan Yuille 94 214 0 10 Aug 2017
Exploring Temporal Preservation Networks for Precise Temporal Action Localization Ke Yang Peng Qiao Dongsheng Li Shaohe Lv Y. Dou 87 63 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 96 13 0 09 Aug 2017
FoveaNet: Perspective-aware Urban Scene Parsing Xuzhao Li Zequn Jie Wei Wang Changsong Liu Jimei Yang Xiaohui Shen Zhe Lin Qiang Chen Shuicheng Yan Jiashi Feng 3DPC 77 58 0 08 Aug 2017
Depth Adaptive Deep Neural Network for Semantic Segmentation Byeongkeun Kang Yeejin Lee Truong Thao Nguyen MDE 83 59 0 05 Aug 2017
Learning Feature Pyramids for Human Pose Estimation Wei Yang Shuang Li Wanli Ouyang Hongsheng Li Xiaogang Wang 3DH 98 492 0 03 Aug 2017