Articles
16. Yongbo Huang, Yuanpei Jin, Liqiang Zhang, and
Yishu Liu*. “Remote Sensing Object Counting Through Regression Ensembles and Learning to Rank,”
IEEE Transactions on Geoscience and Remote Sensing, 61: 1-17, Art no. 4701617, Apr. 2023.
15.
Yishu Liu*, Liqiang Zhang, Zhengzhuo Han, and Conghui Chen. “Integrating Knowledge Distillation With Learning to Rank for Few-Shot Scene Classification,”
IEEE Transactions on Geoscience and Remote Sensing, 60: 1-12, Art no. 4702512, Jan. 2022.
14.
Yishu Liu*, Liwang Ding, Conghui Chen, and Yingbin Liu. “Similarity-based Unsupervised Deep Transfer Learning for Remote Sensing Image Retrieval,”
IEEE Transactions on Geoscience and Remote Sensing, 58(11): 7872-7889, Nov. 2020.
13.
Yishu Liu*, Conghui Chen, Zhengzhuo Han, Yingbin Liu, and Liwang Ding. “Incorporating Human Views into Unsupervised Deep Transfer Learning for Remote Sensing Image Retrieval,” in
Proceedings of the Second International Conference on Pattern Recognition and Artificial Intelligence, Zhongshan, Guangdong, China, October 2020, pp. 394-403.
12.
Yishu Liu*, Zhengzhuo Han, Conghui Chen, Liwang Ding, and Yingbin Liu. “Eagle-eyed Multitask CNNs for Aerial Image Retrieval and Scene Classification,”
IEEE Transactions on Geoscience and Remote Sensing, 58(9): 6699-6721, Sep. 2020.
11.
Yishu Liu*, Yingbin Liu, Conghui Chen, and Liwang Ding. “Remote-sensing Image Retrieval with Tree-triplet-classification Networks,”
Neurocomputing, 405: 48-61, May 2020.
10.
Yishu Liu*, Conghui Chen, Zhengzhuo Han, Liwang Ding, and Yingbin Liu. “High-resolution Remote Sensing Image Retrieval Based on Classification-similarity Networks and Double Fusion,”
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 13: 1119-1133, Mar. 2020.
09.
Yishu Liu*, Ching Y. Suen, Yingbin Liu, and Liwang Ding. “Scene Classification Using Hierarchical Wasserstein CNN,”
IEEE Transactions on Geoscience and Remote Sensing, 57(5): 2494-2509, May 2019.
08.
Yishu Liu*, Yingbin Liu, and Liwang Ding. “Scene Classification by Coupling Convolutional Neural Networks with Wasserstein Distance,”
IEEE Geoscience and Remote Sensing Letters, 16(5): 22-726, May 2019.
07.
Yishu Liu*, Yingbin Liu, and Liwang Ding. “Scene Classification Based on Two-stage Deep Feature Fusion,”
IEEE Geoscience and Remote Sensing Letters, 15(2): 183-186, Feb. 2018.
06.
Yishu Liu* and Chao Huang. “Scene Classification via Triplet Networks,”
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 11(1): 220-237, Jan. 2018.
05. Wuhong Lin, Huawang Wu,
Yishu Liu, Dongsheng Lv, and Lihua Yang*. “A CCA and ICA-based Mixture Model for Identifying Major Depression Disorder,”
IEEE Transactions on Medical Imaging, 36(3): 745-756, Mar. 2017.
04.
Yishu Liu, Zhihua Yang, Ching Y. Suen, and Lihua Yang*. “A Study on Performance Improvement Due to Linear Fusion in Biometric Authentication Tasks,”
IEEE Transactions on Systems, Man, and Cybernetics: Systems, 46(9): 1252-1264, Sep. 2016.
03.
Yishu Liu, Zhihua Yang, and Lihua Yang*. “Online Signature Verification Based on DCT and Sparse Representation,”
IEEE Transactions on Cybernetics, 45(11): 2498-2511, Nov. 2015.
02. Zhihua Yang* and
Yishu Liu. “An Online Signature Verification Based on Timely Nonlinear Sampling and Sparse Representation,” in
Proceedings of IEEE International Conference on Security, Pattern Analysis, and Cybernetics, Wuhan, Hubei, China, Oct. 2014: 309-313.
01.
Yishu Liu, Lihua Yang*, and Ching Y. Suen. “The Effect of Correlation and Performances of Base-experts on Score Fusion,”
IEEE Transactions on Systems, Man, and Cybernetics: Systems, 44(4): 510-517, Apr. 2014.
Patents
07. Yongbo Huang, Yishu Liu, Yuanpei Jin, and Liqiang Zhang. “Remote Sensing Object Counting,” Chinese Patent, to be granted, issued in Dec. 2022.
06. Liqiang Zhang, Yishu Liu, Yongbo Huang, and Zhengzhuo Han. “Scene Classification Based on Collective Metric Learning,” Chinese Patent, to be granted, issued in Jul. 2022.
05. Yishu Liu, Liqiang Zhang, and Zhengzhuo Han. “One-shot Image Classification,” Chinese Patent, ZL 2021 1 0433829.0, Jun. 2022.
04. Yishu Liu, Yongbo Huang, Liqiang Zhang, and Zhengzhuo Han. “Self-supervised Learning to Rank for Scene Classification,” Chinese Patent, to be granted, issued in Mar. 2022.
03. Yingbin Liu, Yishu Liu, Liwang Ding, and Conghui Chen. “Remote Sensing Image Classification Based on Triplet Networks,” Chinese Patent, ZL 2019 1 0424565.5, Aug. 2021.
02. Yishu Liu, Liwang Ding, Yingbin Liu, and Conghui Chen. “Remote Sensing Image Retrieval Based on Unsupervised Deep Regression,” Chinese Patent, ZL 2019 1 0033935.2, Oct. 2020.
01. Yingbin Liu, Yishu Liu, Zhengzhuo Han, Conghui Chen, and Liwang Ding. “Remote Sensing Scene Classification Based on Score Fusion,” Chinese Patent, to be granted, issued in Jun. 2020.
Last updated: Apr. 14, 2023
