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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"

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Title
TextureSAM: Towards a Texture Aware Foundation Model for Segmentation Inbal Cohen Boaz Meivar Peihan Tu Shai Avidan Gal Oren VLM 12 0 0 22 May 2025
EDMB: Edge Detector with Mamba Yachuan Li Xavier Soria Poma Yun Bai Qian Xiao Chaozhi Yang Guanlin Li Zongmin Li Mamba 59 0 0 10 Jan 2025
Optimizing Dense Visual Predictions Through Multi-Task Coherence and Prioritization Maxime Fontana Michael W. Spratling Miaojing Shi MoE VLM 150 0 0 04 Dec 2024
A new baseline for edge detection: Make Encoder-Decoder great again Yachuan Li Xavier Soria Pomab Yongke Xi Guanlin Li Chaozhi Yang Qian Xiao Yun Bai Zongmin Li 45 1 0 23 Sep 2024
UHNet: An Ultra-Lightweight and High-Speed Edge Detection Network Fuzhang Li Chuan Lin 42 1 0 08 Aug 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 74 1 0 07 Apr 2024
RankED: Addressing Imbalance and Uncertainty in Edge Detection Using Ranking-based Losses Bedrettin Çetinkaya Sinan Kalkan Emre Akbas 70 15 0 04 Mar 2024
Lightweight Pixel Difference Networks for Efficient Visual Representation Learning Z. Su Jiehua Zhang Longguang Wang Hua Zhang Zhen Liu M. Pietikäinen Li Liu 90 22 0 01 Feb 2024
DiffusionEdge: Diffusion Probabilistic Model for Crisp Edge Detection Yunfan Ye K. Xu Yuhang Huang Renjiao Yi Zhiping Cai 165 42 0 04 Jan 2024
Deciphering 'What' and 'Where' Visual Pathways from Spectral Clustering of Layer-Distributed Neural Representations Xiao Zhang David Yunis Michael Maire 45 4 0 11 Dec 2023
Factorized Diffusion Architectures for Unsupervised Image Generation and Segmentation Xin Yuan Michael Maire DiffM 62 2 0 27 Sep 2023
Holistic Geometric Feature Learning for Structured Reconstruction Ziqiong Lu Linxi Huan Qiyuan Ma Xianwei Zheng 66 1 0 18 Sep 2023
ECT: Fine-grained Edge Detection with Learned Cause Tokens Shaocong Xu Xiaoxue Chen Yuhang Zheng Guyue Zhou Yurong Chen H. Zha Hao Zhao ViT 95 1 0 06 Aug 2023
Compact Twice Fusion Network for Edge Detection Yachuan Li Zongmin Li Xavier Soria Poma Chaozhi Yang Qian Xiao Yun Bai Hua Li Xiangdong Wang 32 1 0 11 Jul 2023
Scale-Equivariant UNet for Histopathology Image Segmentation Yi-Lun Yang S. Dasmahapatra S. Mahmoodi 70 12 0 10 Apr 2023
The Treasure Beneath Multiple Annotations: An Uncertainty-aware Edge Detector Caixia Zhou Yaping Huang Mengyang Pu Q. Guan Li Huang Haibin Ling UQCV 62 37 0 21 Mar 2023
Unsupervised learning of features and object boundaries from local prediction Heiko H. Schutt W. Ma SSL 48 0 0 27 May 2022
Scale Invariant Semantic Segmentation with RGB-D Fusion Mohammad Dawud Ansari Alwi Husada D. Stricker MDE 60 0 0 10 Apr 2022
Zero Pixel Directional Boundary by Vector Transform Edoardo Mello Rella Ajad Chhatkuli Yun-Hai Liu E. Konukoglu Luc Van Gool 31 2 0 16 Mar 2022
EDTER: Edge Detection with Transformer Mengyang Pu Yaping Huang Yuming Liu Q. Guan Haibin Ling ViT 100 101 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 100 327 0 16 Aug 2021
RINDNet: Edge Detection for Discontinuity in Reflectance, Illumination, Normal and Depth Mengyang Pu Yaping Huang Q. Guan Haibin Ling 80 48 0 02 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 94 6 0 16 Jul 2021
Learning Deep Morphological Networks with Neural Architecture Search Yufei Hu Nacim Belkhir Jesús Angulo Angela Yao Gianni Franchi AI4CE 48 23 0 14 Jun 2021
BoundarySqueeze: Image Segmentation as Boundary Squeezing Hao He Xiangtai Li Kuiyuan Yang Guangliang Cheng Yunhai Tong Lubin Weng Zhengjun Zha Jianping Shi ISeg 68 10 0 25 May 2021
Exploring Relational Context for Multi-Task Dense Prediction David Brüggemann Menelaos Kanakis Anton Obukhov Stamatios Georgoulis Luc Van Gool 125 77 0 28 Apr 2021
InverseForm: A Loss Function for Structured Boundary-Aware Segmentation Shubhankar Borse Ying Wang Yizhe Zhang Fatih Porikli 88 115 0 06 Apr 2021
Enhanced Boundary Learning for Glass-like Object Segmentation Hao He Xiangtai Li Guangliang Cheng Jianping Shi Yunhai Tong Gaofeng Meng V. Prinet Lubin Weng 93 75 0 29 Mar 2021
Learning Crisp Boundaries Using Deep Refinement Network and Adaptive Weighting Loss Yijun Cao Chuan Lin Yongjie Li 71 39 0 02 Feb 2021
Probabilistic Graph Attention Network with Conditional Kernels for Pixel-Wise Prediction Dan Xu Xavier Alameda-Pineda Wanli Ouyang Elisa Ricci Xiaogang Wang N. Sebe 92 24 0 08 Jan 2021
Information-Theoretic Segmentation by Inpainting Error Maximization Pedro H. P. Savarese Sunnie S. Y. Kim Michael Maire G. Shakhnarovich David A. McAllester 91 30 0 14 Dec 2020
Self-Supervised Visual Representation Learning from Hierarchical Grouping Xiao Zhang Michael Maire SSL 82 74 0 05 Dec 2020
Unmixing Convolutional Features for Crisp Edge Detection Linxi Huan Nan Xue Xianwei Zheng Wei He J. Gong Guisong Xia 101 71 0 19 Nov 2020
Recurrent neural circuits for contour detection Drew Linsley Junkyung Kim A. Ashok Thomas Serre 83 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 105 72 0 24 Jul 2020
Learning Part Boundaries from 3D Point Clouds Marios Loizou Melinos Averkiou E. Kalogerakis 3DPC 100 34 0 15 Jul 2020
Dynamic Feature Integration for Simultaneous Detection of Salient Object, Edge and Skeleton Jiangjiang Liu Qibin Hou Ming-Ming Cheng ObjD 63 126 0 18 Apr 2020
MTI-Net: Multi-Scale Task Interaction Networks for Multi-Task Learning Simon Vandenhende Stamatios Georgoulis Luc Van Gool 110 224 0 19 Jan 2020
Learning Regional Attraction for Line Segment Detection Nan Xue S. Bai Fudong Wang Guisong Xia Tianfu Wu Liangpei Zhang Philip Torr 69 32 0 18 Dec 2019
RED-NET: A Recursive Encoder-Decoder Network for Edge Detection Truc Le Yuyan Li Ye Duan 48 3 0 05 Dec 2019
Distance transform regression for spatially-aware deep semantic segmentation Nicolas Audebert Alexandre Boulch Bertrand Le Saux Sébastien Lefèvre 45 36 0 04 Sep 2019
Boundary-Aware Feature Propagation for Scene Segmentation Henghui Ding Xudong Jiang A. Liu N. Magnenat-Thalmann G. Wang 299 260 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 82 122 0 24 Jul 2019
Edge-Aware Deep Image Deblurring Zhichao Fu Yu Kong Yingbin Zheng Hao Ye Jing Yang Liang He 42 37 0 04 Jul 2019
GASP, a generalized framework for agglomerative clustering of signed graphs and its application to Instance Segmentation Alberto Bailoni Constantin Pape Nathan Hütsch Steffen Wolf T. Beier Anna Kreshuk Fred Hamprecht 65 12 0 27 Jun 2019
Deep Scale-spaces: Equivariance Over Scale Daniel E. Worrall Max Welling BDL 76 167 0 28 May 2019
The Mutex Watershed and its Objective: Efficient, Parameter-Free Graph Partitioning Steffen Wolf Alberto Bailoni Constantin Pape Nasim Rahaman Anna Kreshuk Ullrich Kothe Fred Hamprecht 66 8 0 25 Apr 2019
A Simple Pooling-Based Design for Real-Time Salient Object Detection Jiangjiang Liu Qibin Hou Ming-Ming Cheng Jiashi Feng Jianmin Jiang ObjD 107 866 0 21 Apr 2019
Attentive Single-Tasking of Multiple Tasks Kevis-Kokitsi Maninis Ilija Radosavovic Iasonas Kokkinos 202 251 0 18 Apr 2019
SE2Net: Siamese Edge-Enhancement Network for Salient Object Detection Sanping Zhou Jimuyang Zhang Jinjun Wang Fei Wang Dong Huang 136 12 0 29 Mar 2019