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Pushing the Boundaries of Boundary Detection using Deep Learning

23 November 2015

Papers citing "Pushing the Boundaries of Boundary Detection using Deep Learning"

50 / 100 papers shown

Title
Scene Understanding for Autonomous Manipulation with Deep Learning A. Nguyen 55 6 0 23 Mar 2019
Bi-Directional Cascade Network for Perceptual Edge Detection Jianzhong He Shiliang Zhang Ming Yang Yanhu Shan Tiejun Huang 87 268 0 28 Feb 2019
Learning Attraction Field Representation for Robust Line Segment Detection Nan Xue S. Bai Fudong Wang Gui-Song Xia Tianfu Wu Liangpei Zhang 54 122 0 05 Dec 2018
SUSiNet: See, Understand and Summarize it Petros Koutras Petros Maragos 52 26 0 03 Dec 2018
Deep multi-task learning for a geographically-regularized semantic segmentation of aerial images Michele Volpi D. Tuia 75 84 0 23 Aug 2018
Simultaneous Edge Alignment and Learning Zhiding Yu Weiyang Liu Yang Zou Chen Feng Srikumar Ramalingam B. Kumar Jan Kautz 87 84 0 06 Aug 2018
Learning to predict crisp boundaries Ruoxi Deng Chunhua Shen S. Liu Huibing Wang Xinru Liu 73 242 0 26 Jul 2018
MoE-SPNet: A Mixture-of-Experts Scene Parsing Network Huan Fu Biwei Huang Chaohui Wang Dacheng Tao MoE 82 18 0 19 Jun 2018
DOOBNet: Deep Object Occlusion Boundary Detection from an Image Guoxia Wang Xiaohui Liang Frederick W. B. Li 64 31 0 11 Jun 2018
A Tropical Approach to Neural Networks with Piecewise Linear Activations Vasileios Charisopoulos Petros Maragos 71 40 0 22 May 2018
Learning long-range spatial dependencies with horizontal gated-recurrent units Drew Linsley Junkyung Kim Vijay Veerabadran Thomas Serre 72 160 0 21 May 2018
Pixel-wise Attentional Gating for Parsimonious Pixel Labeling Shu Kong Charless C. Fowlkes 99 40 0 03 May 2018
Dynamic Multi-Context Segmentation of Remote Sensing Images based on Convolutional Networks Keiller Nogueira M. Dalla Mura Jocelyn Chanussot William R. Schwartz J. A. dos Santos SSeg 125 133 0 11 Apr 2018
Semantic Edge Detection with Diverse Deep Supervision Yun-Hai Liu Ming-Ming Cheng Jiawang Bian Le Zhang Peng-Tao Jiang Yang Cao 72 101 0 09 Apr 2018
Image Segmentation using Sparse Subset Selection Fariba Zohrizadeh Mohsen Kheirandishfard F. Kamangar 113 11 0 08 Apr 2018
Three Birds One Stone: A General Architecture for Salient Object Segmentation, Edge Detection and Skeleton Extraction Qibin Hou Jiangjiang Liu Ming-Ming Cheng Ali Borji Philip Torr 74 9 0 27 Mar 2018
LEGO: Learning Edge with Geometry all at Once by Watching Videos Zhenheng Yang Peng Wang Yang Wang Wenyuan Xu Ram Nevatia 3DPC SSL 78 189 0 15 Mar 2018
Piecewise Flat Embedding for Image Segmentation Chaowei Fang Zicheng Liao Yizhou Yu 90 34 0 09 Feb 2018
Deep Crisp Boundaries: From Boundaries to Higher-level Tasks Yupei Wang Xin Zhao Yin Li Kaiqi Huang 87 79 0 08 Jan 2018
Hi-Fi: Hierarchical Feature Integration for Skeleton Detection Kai Zhao Wei Shen Shanghua Gao Dandan Li Ming-Ming Cheng 114 49 0 05 Jan 2018
Learning Deep Structured Multi-Scale Features using Attention-Gated CRFs for Contour Prediction Dan Xu Wanli Ouyang Xavier Alameda-Pineda Elisa Ricci Xiaogang Wang N. Sebe AI4CE 103 123 0 01 Jan 2018
Recurrent Pixel Embedding for Instance Grouping Shu Kong Charless C. Fowlkes 112 180 0 22 Dec 2017
A Multiscale Patch Based Convolutional Network for Brain Tumor Segmentation J. Stawiaski 37 8 0 06 Oct 2017
Video Object Segmentation Without Temporal Information Kevis-Kokitsi Maninis Sergi Caelles Yuhua Chen Jordi Pont-Tuset Laura Leal-Taixé Daniel Cremers Luc Van Gool VOS 147 342 0 18 Sep 2017
Deep Shape Matching Filip Radenovic Giorgos Tolias Ondřej Chum 3DPC 40 1 0 11 Sep 2017
Recent Advances in the Applications of Convolutional Neural Networks to Medical Image Contour Detection Zizhao Zhang Fuyong Xing H. Su Xiaoshuang Shi Ling Yang AAML 46 13 0 24 Aug 2017
Dynamic Steerable Blocks in Deep Residual Networks J. Jacobsen Bert de Brabandere A. Smeulders 85 28 0 02 Jun 2017
CASENet: Deep Category-Aware Semantic Edge Detection Zhiding Yu Chen Feng Ming-Yuan Liu Srikumar Ramalingam 91 268 0 27 May 2017
Learned Watershed: End-to-End Learning of Seeded Segmentation Steffen Wolf Lukas Schott Ullrich Kothe Fred Hamprecht 51 35 0 07 Apr 2017
Understanding Convolution for Semantic Segmentation Panqu Wang Pengfei Chen Ye Yuan Ding Liu Zehua Huang Xiaodi Hou G. Cottrell SSeg 108 1,693 0 27 Feb 2017
Rotation equivariant vector field networks Diego Marcos Michele Volpi N. Komodakis D. Tuia 85 270 0 29 Dec 2016
Harmonic Networks: Deep Translation and Rotation Equivariance Daniel E. Worrall Stephan J. Garbin Daniyar Turmukhambetov Gabriel J. Brostow 134 711 0 14 Dec 2016
Richer Convolutional Features for Edge Detection Yun-Hai Liu Ming-Ming Cheng Xiaowei Hu Kai Wang X. Bai 103 1,030 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 126 604 0 05 Dec 2016
Deep, Dense, and Low-Rank Gaussian Conditional Random Fields Siddhartha Chandra Iasonas Kokkinos BDL 32 1 0 28 Nov 2016
Image-based localization using LSTMs for structured feature correlation F. Walch C. Hazirbas Laura Leal-Taixé Torsten Sattler S. Hilsenbeck Daniel Cremers 93 496 0 23 Nov 2016
One-Shot Video Object Segmentation Sergi Caelles Kevis-Kokitsi Maninis Jordi Pont-Tuset Laura Leal-Taixé Daniel Cremers Luc Van Gool VOS 81 917 0 16 Nov 2016
Flood-Filling Networks Michał Januszewski Jeremy B. Maitin-Shepard Peter H. Li J. Kornfeld W. Denk Viren Jain 149 43 0 01 Nov 2016
UberNet: Training a `Universal' Convolutional Neural Network for Low-, Mid-, and High-Level Vision using Diverse Datasets and Limited Memory Iasonas Kokkinos SSeg SSL 153 677 0 07 Sep 2016
Convolutional Oriented Boundaries Kevis-Kokitsi Maninis Jordi Pont-Tuset Pablo Arbelaez Luc Van Gool 67 233 0 09 Aug 2016
Point-wise mutual information-based video segmentation with high temporal consistency Margret Keuper Thomas Brox 28 6 0 08 Jun 2016
Better Image Segmentation by Exploiting Dense Semantic Predictions Qiyang Zhao Lewis D. Griffin SSeg 26 2 0 05 Jun 2016
DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs Liang-Chieh Chen George Papandreou Iasonas Kokkinos Kevin Patrick Murphy Alan Yuille SSeg 286 18,318 0 02 Jun 2016
Review of state-of-the-arts in artificial intelligence with application to AI safety problem V. Shakirov 56 10 0 11 May 2016
Laplacian Pyramid Reconstruction and Refinement for Semantic Segmentation Golnaz Ghiasi Charless C. Fowlkes SSeg 69 49 0 08 May 2016
Fast, Exact and Multi-Scale Inference for Semantic Image Segmentation with Deep Gaussian CRFs Siddhartha Chandra Iasonas Kokkinos 77 187 0 28 Mar 2016
Simple Does It: Weakly Supervised Instance and Semantic Segmentation Anna Khoreva Rodrigo Benenson J. Hosang Matthias Hein Bernt Schiele WSOD VLM ISeg 99 747 0 24 Mar 2016
Higher Order Conditional Random Fields in Deep Neural Networks Anurag Arnab Sadeep Jayasumana Shuai Zheng Philip Torr SSeg 122 230 0 25 Nov 2015
Semantic Image Segmentation with Task-Specific Edge Detection Using CNNs and a Discriminatively Trained Domain Transform Liang-Chieh Chen Jonathan T. Barron George Papandreou Kevin Patrick Murphy Alan Yuille 90 367 0 10 Nov 2015
Holistically-Nested Edge Detection Saining Xie Zhuowen Tu 158 3,499 0 24 Apr 2015