Pushing the Boundaries of Boundary Detection using Deep Learning

23 November 2015

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

47 / 47 papers shown

Title
EDMB: Edge Detector with Mamba Yachuan Li Xavier Soria Poma Yun Bai Qian Xiao Chaozhi Yang Guanlin Li Zongmin Li Mamba 42 0 0 10 Jan 2025
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 27 1 0 07 Apr 2024
Scale-Equivariant UNet for Histopathology Image Segmentation Yi-Lun Yang S. Dasmahapatra S. Mahmoodi 28 12 0 10 Apr 2023
Scale Invariant Semantic Segmentation with RGB-D Fusion Mohammad Dawud Ansari Alwi Husada D. Stricker MDE 36 0 0 10 Apr 2022
EDTER: Edge Detection with Transformer Mengyang Pu Yaping Huang Yuming Liu Q. Guan Haibin Ling ViT 13 98 0 16 Mar 2022
Pixel Difference Networks for Efficient Edge Detection Z. Su Wenzhe Liu Zitong Yu D. Hu Qing Liao Qi Tian M. Pietikäinen Li Liu 51 317 0 16 Aug 2021
Class-Agnostic Segmentation Loss and Its Application to Salient Object Detection and Segmentation Angira Sharma Naeemullah Khan Muhammad Mubashar G. Sundaramoorthi Philip Torr 23 6 0 16 Jul 2021
InverseForm: A Loss Function for Structured Boundary-Aware Segmentation Shubhankar Borse Ying Wang Yizhe Zhang Fatih Porikli 27 114 0 06 Apr 2021
Learning Crisp Boundaries Using Deep Refinement Network and Adaptive Weighting Loss Yijun Cao Chuan Lin Yongjie Li 33 38 0 02 Feb 2021
Information-Theoretic Segmentation by Inpainting Error Maximization Pedro H. P. Savarese Sunnie S. Y. Kim Michael Maire G. Shakhnarovich David A. McAllester 49 29 0 14 Dec 2020
Unmixing Convolutional Features for Crisp Edge Detection Linxi Huan Nan Xue Xianwei Zheng Wei He J. Gong Guisong Xia 23 67 0 19 Nov 2020
Recurrent neural circuits for contour detection Drew Linsley Junkyung Kim A. Ashok Thomas Serre 27 45 0 29 Oct 2020
Reparameterizing Convolutions for Incremental Multi-Task Learning without Task Interference Menelaos Kanakis David Brüggemann Suman Saha Stamatios Georgoulis Anton Obukhov Luc Van Gool CLL 30 72 0 24 Jul 2020
Learning Part Boundaries from 3D Point Clouds Marios Loizou Melinos Averkiou E. Kalogerakis 3DPC 20 33 0 15 Jul 2020
Dynamic Feature Integration for Simultaneous Detection of Salient Object, Edge and Skeleton Jiangjiang Liu Qibin Hou Ming-Ming Cheng ObjD 24 125 0 18 Apr 2020
Learning Regional Attraction for Line Segment Detection Nan Xue S. Bai Fudong Wang Guisong Xia Tianfu Wu Liangpei Zhang Philip Torr 20 30 0 18 Dec 2019
Boundary-Aware Feature Propagation for Scene Segmentation Henghui Ding Xudong Jiang A. Liu N. Magnenat-Thalmann G. Wang 142 256 0 31 Aug 2019
Segmenting Objects in Day and Night:Edge-Conditioned CNN for Thermal Image Semantic Segmentation Chenglong Li W. Xia Yan Yan Bin Luo Jin Tang 22 119 0 24 Jul 2019
Deep Scale-spaces: Equivariance Over Scale Daniel E. Worrall Max Welling BDL 15 166 0 28 May 2019
Attentive Single-Tasking of Multiple Tasks Kevis-Kokitsi Maninis Ilija Radosavovic Iasonas Kokkinos 77 245 0 18 Apr 2019
SE2Net: Siamese Edge-Enhancement Network for Salient Object Detection Sanping Zhou Jimuyang Zhang Jinjun Wang Fei Wang Dong Huang 21 12 0 29 Mar 2019
Bi-Directional Cascade Network for Perceptual Edge Detection Jianzhong He Shiliang Zhang Ming Yang Yanhu Shan Tiejun Huang 35 266 0 28 Feb 2019
MoE-SPNet: A Mixture-of-Experts Scene Parsing Network Huan Fu Biwei Huang Chaohui Wang Dacheng Tao MoE 26 18 0 19 Jun 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 15 133 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 25 100 0 09 Apr 2018
Image Segmentation using Sparse Subset Selection Fariba Zohrizadeh Mohsen Kheirandishfard F. Kamangar 24 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 29 9 0 27 Mar 2018
Deep Crisp Boundaries: From Boundaries to Higher-level Tasks Yupei Wang Xin Zhao Yin Li Kaiqi Huang 36 77 0 08 Jan 2018
Hi-Fi: Hierarchical Feature Integration for Skeleton Detection Kai Zhao Wei Shen Shanghua Gao Dandan Li Ming-Ming Cheng 23 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 35 122 0 01 Jan 2018
Recurrent Pixel Embedding for Instance Grouping Shu Kong Charless C. Fowlkes 29 180 0 22 Dec 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 29 338 0 18 Sep 2017
Understanding Convolution for Semantic Segmentation Panqu Wang Pengfei Chen Ye Yuan Ding Liu Zehua Huang Xiaodi Hou G. Cottrell SSeg 21 1,676 0 27 Feb 2017
Rotation equivariant vector field networks Diego Marcos Michele Volpi N. Komodakis D. Tuia 28 265 0 29 Dec 2016
Harmonic Networks: Deep Translation and Rotation Equivariance Daniel E. Worrall Stephan J. Garbin Daniyar Turmukhambetov Gabriel J. Brostow 59 699 0 14 Dec 2016
Richer Convolutional Features for Edge Detection Yun-Hai Liu Ming-Ming Cheng Xiaowei Hu Kai Wang X. Bai 35 1,020 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 37 603 0 05 Dec 2016
Image-based localization using LSTMs for structured feature correlation F. Walch C. Hazirbas Laura Leal-Taixé Torsten Sattler S. Hilsenbeck Daniel Cremers 38 494 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 14 909 0 16 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 48 670 0 07 Sep 2016
Convolutional Oriented Boundaries Kevis-Kokitsi Maninis Jordi Pont-Tuset Pablo Arbelaez Luc Van Gool 13 231 0 09 Aug 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 83 18,051 0 02 Jun 2016
Laplacian Pyramid Reconstruction and Refinement for Semantic Segmentation Golnaz Ghiasi Charless C. Fowlkes SSeg 26 49 0 08 May 2016
Fast, Exact and Multi-Scale Inference for Semantic Image Segmentation with Deep Gaussian CRFs Siddhartha Chandra Iasonas Kokkinos 24 187 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 18 741 0 24 Mar 2016
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 26 366 0 10 Nov 2015
Holistically-Nested Edge Detection Saining Xie Zhuowen Tu 64 3,468 0 24 Apr 2015