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ContourDetectPaperCollection

"Contour in this md file, is similar to edge, boundary, border."

2014

N4 -Fields: Neural Network Nearest Neighbor Fields for Image Transforms ACCV 2015 [paper]

2015

DeepEdge A Multi-Scale Bifurcated Deep Network for Top-Down Contour Detection CVPR 2015 [paper]

DeepContour A Deep Convolutional Feature Learned by Positive-Sharing Loss for Contour Detection CVPR 2015 [paper]

Holistically-Nested Edge Detection ICCV 2015 [paper] [paper]

High-for-Low and Low-for-High: Efficient Boundary Detection From Deep Object Features and its Applications to High-Level Vision ICCV 2015 [paper]

Pushing the Boundaries of Boundary Detection using Deep Learning arXiv [paper]

2016

Object Contour Detection with a Fully Convolutional Encoder-Decoder Network CVPR 2016 [paper]

Convolutional Oriented Boundaries ECCV 2016 [paper]

Learning Relaxed Deep Supervision for Better Edge Detection CVPR 2016 [paper]

2017

CASENet Deep Category-Aware Semantic Edge Detection CVPR 2017 [paper] [CVPR paper]

"semantic edge detection"

Deep Crisp Boundaries CVPR 2017 [paper]

Holistically-Nested Edge Detection IJCV 2017 [paper]

Learning Deep Structured Multi-Scale Features using Attention-Gated CRFs for Contour Prediction NIPS 2017 [paper]

Richer Convolutional Features for Edge Detection CVPR 2017 [paper]

2018

Semantic Edge Detection with Diverse Deep Supervision arXic 2018 [paper]

"semantic edge detection"

Convolutional Oriented Boundaries: From Image Segmentation to High-Level Tasks IEEE TPAMI 2018 [paper]

Three Birds One Stone: A General Architecture for Salient Object Segmentation, Edge Detection and Skeleton Extraction arXiv 2018 [paper]

Beyond the Pixel-Wise Loss for Topology-Aware Delineation CVPR 2018 [paper]

"Topology-aware loss"

Learning hybrid convolutional features for edge detection Neurocomputing 2018 [paper]

Learning to Predict Crisp Boundaries ECCV 2018 [paper]

Simultaneous Edge Alignment and Learning ECCV 2018 [paper]

2019

Differential-Evolution-Based Generative Adversarial Networks for Edge Detection ICCVW 2019 [paper]

"gan"

Deep Crisp Boundaries: From Boundaries to Higher-Level Tasks IEEE TIP 2019 [paper]

Bi-Directional Cascade Network for Perceptual Edge Detection CVPR 2019 [paper]

Richer Convolutional Features for Edge Detection IEEE TPAMI [paper]

2020

Dense Extreme Inception Network Towards a Robust CNN Model for Edge Detection WACV 2020 [paper] [arXiv paper]

FINED Fast Inference Network for Edge Detection arXiv 2020 [paper]

Traditional Method Inspired Deep Neural Network for Edge Detection IEEE ICIP [arXiv paper]

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