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Geodesic Paths for Image Segmentation with Implicit Region-based Homogeneity Enhancement

Aug 16, 2020
Da Chen, Jian Zhu, Xinxin Zhang, Minglei Shu, Laurent D. Cohen

* Submitted to IEEE Trans. Image Processing 

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Trajectory Grouping with Curvature Regularization for Tubular Structure Tracking

Mar 08, 2020
Li Liu, Jiong Zhang, Da Chen, HUazhong Shu, Laurent D. Cohen


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Data-Free Adversarial Distillation

Dec 29, 2019
Gongfan Fang, Jie Song, Chengchao Shen, Xinchao Wang, Da Chen, Mingli Song


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Eikonal Region-based Active Contours for Image Segmentation

Dec 20, 2019
Da Chen, Jean-Marie Mirebeau, Huazhong Shu, Laurent D. Cohen


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Class Regularization: Improve Few-shot Image Classification by Reducing Meta Shift

Dec 18, 2019
Da Chen, Feng Mao, Mingli Song, Yuan He, Xiang Wu, Jinqiao Wang, Wenbin Li, Yongliang Yang, Hui Xue


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Self-Supervised Learning For Few-Shot Image Classification

Nov 14, 2019
Da Chen, Yuefeng Chen, Yuhong Li, Feng Mao, Yuan He, Hui Xue

* Submitted to ICASSP 2020, Implementation https://github.com/phecy/ssl-few-shot 

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From Active Contours to Minimal Geodesic Paths: New Solutions to Active Contours Problems by Eikonal Equations

Jul 23, 2019
Da Chen, Laurent D. Cohen


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Deep Features Analysis with Attention Networks

Jan 20, 2019
Shipeng Xie, Da Chen, Rong Zhang, Hui Xue

* In AAAI-19 Workshop on Network Interpretability for Deep Learning 

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Minimal Paths for Tubular Structure Segmentation with Coherence Penalty and Adaptive Anisotropy

Oct 25, 2018
Da Chen, Jiong Zhang, Laurent D. Cohen

* This manuscript has been accepted by IEEE Trans. Image Processing, 2018 

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Global Minimum for a Finsler Elastica Minimal Path Approach

May 21, 2018
Da Chen, Jean-Marie Mirebeau, Laurent D. Cohen

* International Journal of Computer Vision, Volume 122, Issue 3, pp 458-483, 2017 
* Improve the clarity of this manuscript 

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A New Coherence-Penalized Minimal Path Model with Application to Retinal Vessel Centerline Delineation

Oct 17, 2017
Da Chen, Laurent D. Cohen


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Learn to Model Motion from Blurry Footages

Apr 19, 2017
Wenbin Li, Da Chen, Zhihan Lv, Yan Yan, Darren Cosker

* Preprint of our paper accepted by Pattern Recognition 

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Dense Motion Estimation for Smoke

Sep 08, 2016
Da Chen, Wenbin Li, Peter Hall

* ACCV2016 

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