Learning dictionary on manifolds for image classification BD Liu, YX Wang, YJ Zhang, B Shen Pattern Recognition 46 (7), 1879-1890, 2013 | 83 | 2013 |
Weighted spatial pyramid matching collaborative representation for remote-sensing-image scene classification BD Liu, J Meng, WY Xie, S Shao, Y Li, Y Wang Remote Sensing 11 (5), 518, 2019 | 56 | 2019 |
Hyperspectral image classification using CNN-enhanced multi-level haar wavelet features fusion network W Guo, G Xu, B Liu, Y Wang IEEE Geoscience and Remote Sensing Letters 19, 1-5, 2022 | 55 | 2022 |
Face recognition using class specific dictionary learning for sparse representation and collaborative representation BD Liu, B Shen, L Gui, YX Wang, X Li, F Yan, YJ Wang Neurocomputing 204, 198-210, 2016 | 52 | 2016 |
Action recognition in still images using a combination of human pose and context information Y Zheng, YJ Zhang, X Li, BD Liu 2012 19th IEEE International Conference on Image Processing, 785-788, 2012 | 51 | 2012 |
Self-explanatory sparse representation for image classification BD Liu, YX Wang, B Shen, YJ Zhang, M Hebert Computer Vision–ECCV 2014: 13th European Conference, Zurich, Switzerland …, 2014 | 46 | 2014 |
Mhfc: Multi-head feature collaboration for few-shot learning S Shao, L Xing, Y Wang, R Xu, C Zhao, Y Wang, B Liu Proceedings of the 29th ACM international conference on multimedia, 4193-4201, 2021 | 40 | 2021 |
MDFM: Multi-decision fusing model for few-shot learning S Shao, L Xing, R Xu, W Liu, YJ Wang, BD Liu IEEE Transactions on Circuits and Systems for Video Technology 32 (8), 5151-5162, 2021 | 36 | 2021 |
ROBUST NONNEGATIVE MATRIX FACTORIZATION VIA L1 NORM REGULARIZATION BY MULTIPLICATIVE UPDATING RULES B Shen, BD Liu, Q Wang, R Ji ICIP2014, 2014 | 35 | 2014 |
A locality sensitive low-rank model for image tag completion X Li, B Shen, BD Liu, YJ Zhang IEEE Transactions on Multimedia 18 (3), 474-483, 2016 | 34 | 2016 |
Label embedded dictionary learning for image classification S Shao, R Xu, W Liu, BD Liu, YJ Wang Neurocomputing 385, 122-131, 2020 | 33 | 2020 |
Robust Nonnegative Matrix Factorization via Norm Regularization B Shen, L Si, R Ji, B Liu arXiv preprint arXiv:1204.2311, 2012 | 30 | 2012 |
Multi-view learning for hyperspectral image classification: An overview X Li, B Liu, K Zhang, H Chen, W Cao, W Liu, D Tao Neurocomputing 500, 499-517, 2022 | 28 | 2022 |
Ranking-preserving low-rank factorization for image annotation with missing labels X Li, B Shen, BD Liu, YJ Zhang IEEE Transactions on Multimedia 20 (5), 1169-1178, 2017 | 28 | 2017 |
Unified cross-domain classification via geometric and statistical adaptations W Liu, J Li, B Liu, W Guan, Y Zhou, C Xu Pattern Recognition 110, 107658, 2021 | 27 | 2021 |
Blockwise coordinate descent schemes for sparse representation BD Liu, YX Wang, B Shen, YJ Zhang, YJ Wang 2014 IEEE International Conference on Acoustics, Speech and Signal …, 2014 | 27 | 2014 |
Discriminant sparse coding for image classification BD Liu, YX Wang, YJ Zhang, Y Zheng 2012 IEEE International Conference on Acoustics, Speech and Signal …, 2012 | 25 | 2012 |
Elastic net regularized dictionary learning for image classification B Shen, BD Liu, Q Wang Multimedia Tools and Applications 75, 8861-8874, 2016 | 24 | 2016 |
Hybrid collaborative representation for remote-sensing image scene classification BD Liu, WY Xie, J Meng, Y Li, Y Wang Remote Sensing 10 (12), 1934, 2018 | 21 | 2018 |
Learning to cooperate: Decision fusion method for few-shot remote-sensing scene classification L Xing, S Shao, Y Ma, Y Wang, W Liu, B Liu IEEE geoscience and remote sensing letters 19, 1-5, 2022 | 19 | 2022 |