【论文整理】边缘计算论文集合 Edge-Detection-Papers Outline • Deep-learning based approaches General edge detection Object contour detection Semantic edge detection (Category-Aware) Occlusion boundary detection – Edge detection from multi-frames • Traditional approaches 1. Deep-learning based approaches 1.1 General edge detection Short name Paper Source Code/Project Link DexiNed Dense Extreme Inception Netwk: Towards a Robust CNN Model for Edge Detection WACV 2020 [Code] BDCN Bi-Directional Cascade Network for Perceptual Edge Detection CVPR 2019 [code] LPCB Learning to Predict Crisp Boundaries ECCV 2018
AMH-Net Lrning Deep Structured Multi-Scale Features using Attention-Gated CRFs for Contour Prediction NIPS 2017 [code] RCF Richer Convolutional Features for Edge Detection CVPR 2017 caffe] [code-pytorch] [project] CED Deep Crisp Boundaries CVPR 2017 [code] COB Convolutional Oriented Boundaries ECCV 2016 [code] [project] RDS Learning Relaxed Deep Supervision for Better Edge Detection CVPR 2016
HFL High-for-Low and Low-for-High: Efficient Boundary Detection from ICCV 2015
Deep Object Features and its Applications to High-Level Vision HED Holistically-Nested Edge Detection ICCV 2015 [code] DeepEdge Edge: A Multi-Scale Bifurcated ep Network for Top-Down Contour Detection CVPR 2015
DeepContour DeepContour: A Deep Convolutional Feature Learned by Positive-sharing Loss for Contour Detection CVPR 2015 [code] 1.2 Object contour detection Short name Paper Source Code/Project Link CEDN Object Contour Detection with a Fully Convolutional Encoder-Decoder Network CVPR 2016 caffe] [code-TF]
Weakly Supervised Object Boundaries CVPR 2016
1.3 Semantic edge detection (Category-Aware) Short name Paper Source Code/Project Link DFF Dynamic Feature Fusion for Semantic Edge Detection IJCAI 2019 [code] STEAL Devil is in the Edges: Learning Semantic Boundaries from Noisy Annotations CVPR 2019 [code] [project] SEAL Simultaneous Edge Alignment and Learning ECCV 2018 [code] CASENet CASENt: Deep Category-Aware Semantic Edge Detection CVPR 2017 [code] dataset
Semantic Contours from Inverse Detectors ICCV 2011 [code] 1.4 Occlusion boundary detection Short name Paper Source Code/Project Link
Occlusion Boundary Detection via Deep Exploration of Context CVPR 2016
1.5 Edge detection from multi-frames Short name Paper Source Code/Project Link
Boundary Flow Boundary Flow: A Siamese Network that Predicts Boundary Motion without Training on Motion CVPR 2018
LEGO LEGO: Learning Edge with Geometry all at Once by Watching Videos CVPR 2018 [code]
Unsupervised Learning of Edges CVPR 2016 [code]
2. Traditional approaches Short name Paper Source Code/Project Link SemiContour SemiContour: A Semi-supervised Learning Approach for Contour Detection CVPR 2016
OEF Oriented Edge Forests for Boundary Detection CVPR 2015 [code] SE Fast edge detection using structured forests TPAMI 2015 [code] Edge Boxes Edge Box: Locating Object Proposals from Edges ECCV 2014 [code] PMI Crisp Boundary Detection Using Pointwise Mutual Information ECCV 2014 [code] Sketch Tokens Sketch tokens: A learned mid-level representation for contour and object detection CVPR 2013
SCG Discriminatively Trained Sparse Code Gradients for Contour Detection NIPS 2012
gPb-owt-ucm Contour Detection and Hierarchical Image Segmentation TPAMI 2011 [code] [project] XDoG XDoG: advanced image stylization with eXtended Difference-of-Gaussians NPAR 2011 [code] FDoG Coherent Line Drawing NPAR 2007 [code] [project] Canny A Computational Approach to Edge Detection TPAMI 1986 [code] [code-py]
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