Richer Convolutional Features for Edge Detection

7 December 2016

Yun-Hai Liu

Ming-Ming Cheng

Xiaowei Hu

Kai Wang

X. Bai

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Papers citing "Richer Convolutional Features for Edge Detection"

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Title
Staircase Cascaded Fusion of Lightweight Local Pattern Recognition and Long-Range Dependencies for Structural Crack Segmentation Hui Liu Chen Jia Fan Shi Xu Cheng Mianzhao Wang Shengyong Chen 58 1 0 23 Aug 2024
Learning to utilize image second-order derivative information for crisp edge detection Changsong Liu Wei Zhang Mingyang Li Yimeng Fan Yanyan Liu Yuchen Li W. Li L. Zhang 74 0 0 09 Jun 2024
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 33 1 0 07 Apr 2024
WebSeg: Learning Semantic Segmentation from Web Searches Qibin Hou Ming-Ming Cheng Jiangjiang Liu Philip Torr 36 10 0 27 Mar 2018
EdgeStereo: A Context Integrated Residual Pyramid Network for Stereo Matching Xiao-yang Song Xu Zhao Hanwen Hu Liangji Fang 77 193 0 14 Mar 2018
Deep Crisp Boundaries: From Boundaries to Higher-level Tasks Yupei Wang Xin Zhao Yin Li Kaiqi Huang 43 78 0 08 Jan 2018
Hi-Fi: Hierarchical Feature Integration for Skeleton Detection Kai Zhao Wei Shen Shanghua Gao Dandan Li Ming-Ming Cheng 32 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 53 122 0 01 Jan 2018
CASENet: Deep Category-Aware Semantic Edge Detection Zhiding Yu Chen Feng Ming-Yuan Liu Srikumar Ramalingam 42 268 0 27 May 2017
R-FCN: Object Detection via Region-based Fully Convolutional Networks Jifeng Dai Yi Li Kaiming He Jian Sun ObjD 78 5,627 0 20 May 2016
Fully Convolutional Networks for Semantic Segmentation Evan Shelhamer Jonathan Long Trevor Darrell VOS SSeg 251 37,704 0 20 May 2016
Object Contour Detection with a Fully Convolutional Encoder-Decoder Network Jimei Yang Brian L. Price Scott D. Cohen Honglak Lee Ming-Hsuan Yang ObjD 35 365 0 15 Mar 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 1.1K 192,638 0 10 Dec 2015
Pushing the Boundaries of Boundary Detection using Deep Learning Iasonas Kokkinos 30 232 0 23 Nov 2015
Sequential Optimization for Efficient High-Quality Object Proposal Generation Ziming Zhang Yun-Hai Liu Xi Chen Y. Zhu Ming-Ming Cheng Venkatesh Saligrama Philip Torr 41 39 0 14 Nov 2015
Unsupervised Learning of Edges Yin Li Manohar Paluri James M. Rehg Piotr Dollár SSL 32 91 0 13 Nov 2015
STC: A Simple to Complex Framework for Weakly-supervised Semantic Segmentation Yunchao Wei Xiaodan Liang Yunpeng Chen Xiaohui Shen Ming-Ming Cheng Jiashi Feng Yao-Min Zhao Shuicheng Yan 69 553 0 10 Sep 2015
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 376 61,900 0 04 Jun 2015
Fast R-CNN Ross B. Girshick ObjD 247 24,933 0 30 Apr 2015
Holistically-Nested Edge Detection Saining Xie Zhuowen Tu 82 3,479 0 24 Apr 2015
High-for-Low and Low-for-High: Efficient Boundary Detection from Deep Object Features and its Applications to High-Level Vision Gedas Bertasius Jianbo Shi Lorenzo Torresani 34 167 0 23 Apr 2015
Pixel-wise Deep Learning for Contour Detection Jyh-Jing Hwang Tyng-Luh Liu 20 106 0 08 Apr 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 82 4,882 0 22 Dec 2014
Oriented Edge Forests for Boundary Detection Sam Hallman Charless C. Fowlkes 28 152 0 13 Dec 2014
DeepEdge: A Multi-Scale Bifurcated Deep Network for Top-Down Contour Detection Gedas Bertasius Jianbo Shi Lorenzo Torresani 39 467 0 02 Dec 2014
Deeply-Supervised Nets Chen-Yu Lee Saining Xie Patrick W. Gallagher Zhengyou Zhang Zhuowen Tu 231 2,229 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 262 43,511 0 17 Sep 2014
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 751 99,991 0 04 Sep 2014
Learning Rich Features from RGB-D Images for Object Detection and Segmentation Saurabh Gupta Ross B. Girshick Pablo Arbeláez Jitendra Malik ObjD 81 1,560 0 22 Jul 2014
$N^4$ -Fields: Neural Network Nearest Neighbor Fields for Image Transforms Yaroslav Ganin Victor Lempitsky OOD 41 271 0 25 Jun 2014
Caffe: Convolutional Architecture for Fast Feature Embedding Yangqing Jia Evan Shelhamer Jeff Donahue Sergey Karayev Jonathan Long Ross B. Girshick S. Guadarrama Trevor Darrell VLM BDL 3DV 159 14,703 0 20 Jun 2014
Fast Edge Detection Using Structured Forests Piotr Dollár C. L. Zitnick 47 931 0 20 Jun 2014
DenseNet: Implementing Efficient ConvNet Descriptor Pyramids F. Iandola Matthew W. Moskewicz Sergey Karayev Ross B. Girshick Trevor Darrell Kurt Keutzer 61 273 0 07 Apr 2014
Rich feature hierarchies for accurate object detection and semantic segmentation Ross B. Girshick Jeff Donahue Trevor Darrell Jitendra Malik ObjD 192 26,091 0 11 Nov 2013
Generalized Boundaries from Multiple Image Interpretations Marius Leordeanu Rahul Sukthankar C. Sminchisescu 39 49 0 16 Feb 2012