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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"

21 / 21 papers shown

Title
Msmsfnet: a multi-stream and multi-scale fusion net for edge detection Chenguang Liu Chisheng Wang Feifei Dong Xiayang Xiao Xin Su Chuanhua Zhu Dejin Zhang Qingquan Li 74 1 0 07 Apr 2024
Fully Convolutional Networks for Semantic Segmentation Evan Shelhamer Jonathan Long Trevor Darrell VOS SSeg 760 37,939 0 20 May 2016
Semantic Image Segmentation via Deep Parsing Network Ziwei Liu Xiaoxiao Li Ping Luo Chen Change Loy Xiaoou Tang 173 661 0 09 Sep 2015
Semantic Amodal Segmentation Yan Zhu Yuandong Tian Dimitris N. Metaxas Piotr Dollár VLM 98 172 0 04 Sep 2015
Holistically-Nested Edge Detection Saining Xie Zhuowen Tu 156 3,499 0 24 Apr 2015
Pixel-wise Deep Learning for Contour Detection Jyh-Jing Hwang Tyng-Luh Liu 61 106 0 08 Apr 2015
Efficient piecewise training of deep structured models for semantic segmentation Guosheng Lin Chunhua Shen Anton van dan Hengel Ian Reid VLM SSeg 159 924 0 04 Apr 2015
BoxSup: Exploiting Bounding Boxes to Supervise Convolutional Networks for Semantic Segmentation Jifeng Dai Kaiming He Jian Sun 209 1,046 0 05 Mar 2015
Conditional Random Fields as Recurrent Neural Networks Shuai Zheng Sadeep Jayasumana Bernardino Romera-Paredes Vibhav Vineet Zhizhong Su Dalong Du Chang Huang Philip Torr SSeg 254 2,536 0 11 Feb 2015
Semantic Image Segmentation with Deep Convolutional Nets and Fully Connected CRFs Liang-Chieh Chen George Papandreou Iasonas Kokkinos Kevin Patrick Murphy Alan Yuille SSeg 218 4,901 0 22 Dec 2014
DeepEdge: A Multi-Scale Bifurcated Deep Network for Top-Down Contour Detection Gedas Bertasius Jianbo Shi Lorenzo Torresani 86 470 0 02 Dec 2014
Predicting Depth, Surface Normals and Semantic Labels with a Common Multi-Scale Convolutional Architecture David Eigen Rob Fergus VLM MDE 217 2,685 0 18 Nov 2014
Deeply-Supervised Nets Chen-Yu Lee Saining Xie Patrick W. Gallagher Zhengyou Zhang Zhuowen Tu 354 2,244 0 18 Sep 2014
Going Deeper with Convolutions Christian Szegedy Wei Liu Yangqing Jia P. Sermanet Scott E. Reed Dragomir Anguelov D. Erhan Vincent Vanhoucke Andrew Rabinovich 509 43,732 0 17 Sep 2014
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.7K 100,622 0 04 Sep 2014
$N^4$ -Fields: Neural Network Nearest Neighbor Fields for Image Transforms Yaroslav Ganin Victor Lempitsky OOD 93 271 0 25 Jun 2014
Fast Edge Detection Using Structured Forests Piotr Dollár C. L. Zitnick 110 934 0 20 Jun 2014
Depth Map Prediction from a Single Image using a Multi-Scale Deep Network David Eigen Christian Puhrsch Rob Fergus MDE 3DPC 3DV 252 4,070 0 09 Jun 2014
OverFeat: Integrated Recognition, Localization and Detection using Convolutional Networks P. Sermanet David Eigen Xiang Zhang Michaël Mathieu Rob Fergus Yann LeCun ObjD 162 5,010 0 21 Dec 2013
Rich feature hierarchies for accurate object detection and semantic segmentation Ross B. Girshick Jeff Donahue Trevor Darrell Jitendra Malik ObjD 321 26,247 0 11 Nov 2013
Efficient Inference in Fully Connected CRFs with Gaussian Edge Potentials Philipp Krahenbuhl V. Koltun 132 3,462 0 20 Oct 2012