Xiaoshuang Shi
Title
Cited by
Cited by
Year
Face recognition by sparse discriminant analysis via joint L2, 1-norm minimization
X Shi, Y Yang, Z Guo, Z Lai
Pattern Recognition 47 (7), 2447-2453, 2014
1102014
Efficient and robust cell detection: A structured regression approach
Y Xie, F Xing, X Shi, X Kong, H Su, L Yang
Medical image analysis 44, 245-254, 2018
572018
A framework of joint graph embedding and sparse regression for dimensionality reduction
X Shi, Z Guo, Z Lai, Y Yang, Z Bao, D Zhang
IEEE Transactions on Image Processing 24 (4), 1341-1355, 2015
532015
Pathologist-level interpretable whole-slide cancer diagnosis with deep learning
Z Zhang, P Chen, M McGough, F Xing, C Wang, M Bui, Y Xie, M Sapkota, ...
Nature Machine Intelligence 1 (5), 236-245, 2019
482019
Kernel-based supervised discrete hashing for image retrieval
X Shi, F Xing, J Cai, Z Zhang, Y Xie, L Yang
European Conference on Computer Vision, 419-433, 2016
382016
Pairwise based deep ranking hashing for histopathology image classification and retrieval
X Shi, M Sapkota, F Xing, F Liu, L Cui, L Yang
Pattern Recognition 81, 14-22, 2018
362018
Two-dimensional whitening reconstruction for enhancing robustness of principal component analysis
X Shi, Z Guo, F Nie, L Yang, J You, D Tao
IEEE transactions on pattern analysis and machine intelligence 38 (10), 2130 …, 2015
302015
Asymmetric discrete graph hashing
X Shi, F Xing, K Xu, M Sapkota, L Yang
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence …, 2017
292017
Iterative attention mining for weakly supervised thoracic disease pattern localization in chest x-rays
J Cai, L Lu, AP Harrison, X Shi, P Chen, L Yang
International Conference on Medical Image Computing and Computer-Assisted …, 2018
242018
Deep convolutional hashing for low-dimensional binary embedding of histopathological images
M Sapkota, X Shi, F Xing, L Yang
IEEE journal of biomedical and health informatics 23 (2), 805-816, 2018
242018
Supervised graph hashing for histopathology image retrieval and classification
X Shi, F Xing, KD Xu, Y Xie, H Su, L Yang
Medical image analysis 42, 117-128, 2017
202017
Semicontour: A semi-supervised learning approach for contour detection
Z Zhang, F Xing, X Shi, L Yang
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2016
162016
Robust principal component analysis via optimal mean by joint ℓ2, 1 and Schatten p-norms minimization
X Shi, F Nie, Z Lai, Z Guo
Neurocomputing 283, 205-213, 2018
132018
Revisiting graph construction for fast image segmentation
Z Zhang, F Xing, H Wang, Y Yan, Y Huang, X Shi, L Yang
Pattern Recognition 78, 344-357, 2018
122018
Local and global consistency regularized mean teacher for semi-supervised nuclei classification
H Su, X Shi, J Cai, L Yang
International Conference on Medical Image Computing and Computer-Assisted …, 2019
112019
Fully automatic knee osteoarthritis severity grading using deep neural networks with a novel ordinal loss
P Chen, L Gao, X Shi, K Allen, L Yang
Computerized Medical Imaging and Graphics 75, 84-92, 2019
102019
Self-learning for face clustering
X Shi, Z Guo, F Xing, J Cai, L Yang
Pattern Recognition 79, 279-289, 2018
92018
Sparse Principal Component Analysis via Joint L 2,1-Norm Penalty
S Xiaoshuang, L Zhihui, G Zhenhua, W Minghua, Z Cairong, K Heng
Australasian Joint Conference on Artificial Intelligence, 148-159, 2013
92013
Active learning via local structure reconstruction
Q Li, X Shi, L Zhou, Z Bao, Z Guo
Pattern Recognition Letters 92, 81-88, 2017
82017
Transfer shape modeling towards high-throughput microscopy image segmentation
F Xing, X Shi, Z Zhang, JZ Cai, Y Xie, L Yang
International Conference on Medical Image Computing and Computer-Assisted …, 2016
82016
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