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DeepCervix: A Deep Learning-based Framework for the Classification of Cervical Cells Using Hybrid Deep Feature Fusion Techniques

Feb 24, 2021
Md Mamunur Rahaman, Chen Li, Yudong Yao, Frank Kulwa, Xiangchen Wu, Xiaoyan Li, Qian Wang


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A Comprehensive Review of Computer-aided Whole-slide Image Analysis: from Datasets to Feature Extraction, Segmentation, Classification, and Detection Approaches

Feb 21, 2021
Chen Li, Xintong Li, Md Rahaman, Xiaoyan Li, Hongzan Sun, Hong Zhang, Yong Zhang, Xiaoqi Li, Jian Wu, Yudong Yao, Marcin Grzegorzek


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A Hierarchical Conditional Random Field-based Attention Mechanism Approach for Gastric Histopathology Image Classification

Feb 21, 2021
Yixin Li, Xinran Wu, Chen Li, Changhao Sun, Md Rahaman, Yudong Yao, Xiaoyan Li, Yong Zhang, Tao Jiang


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A Comprehensive Review for Breast Histopathology Image Analysis Using Classical and Deep Neural Networks

Mar 27, 2020
Xiaomin Zhou, Chen Li, Md Mamunur Rahaman, Yudong Yao, Shiliang Ai, Changhao Sun, Xiaoyan Li, Qian Wang, Tao Jiang


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Gastric histopathology image segmentation using a hierarchical conditional random field

Mar 04, 2020
Changhao Sun, Chen Li, Xiaoyan Li


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Fast reconstruction of atomic-scale STEM-EELS images from sparse sampling

Feb 04, 2020
Etienne Monier, Thomas Oberlin, Nathalie Brun, Xiaoyan Li, Marcel Tencé, Nicolas Dobigeon


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Exploring Deep Anomaly Detection Methods Based on Capsule Net

Jul 15, 2019
Xiaoyan Li, Iluju Kiringa, Tet Yeap, Xiaodan Zhu, Yifeng Li

* Presented in the "ICML 2019 Workshop on Uncertainty & Robustness in Deep Learning", June 14, Long Beach, California, USA 

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Weakly Supervised Object Detection with Segmentation Collaboration

Apr 01, 2019
Xiaoyan Li, Meina Kan, Shiguang Shan, Xilin Chen


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Video Face Editing Using Temporal-Spatial-Smooth Warping

Aug 11, 2014
Xiaoyan Li, Dacheng Tao


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