A generalized mean distance-based k-nearest neighbor classifier J Gou, H Ma, W Ou, S Zeng, Y Rao, H Yang Expert Systems with Applications 115, 356-372, 2019 | 252 | 2019 |
Sparse Coefficient-Based -Nearest Neighbor Classification H Ma, J Gou, X Wang, J Ke, S Zeng IEEE access 5, 16618-16634, 2017 | 53 | 2017 |
An antinoise sparse representation method for robust face recognition via joint l1 and l2 regularization S Zeng, J Gou, L Deng Expert Systems with Applications 82, 1-9, 2017 | 51 | 2017 |
Improving sparsity of coefficients for robust sparse and collaborative representation-based image classification S Zeng, J Gou, X Yang Neural Computing and Applications 30, 2965-2978, 2018 | 45 | 2018 |
Multiplication fusion of sparse and collaborative representation for robust face recognition S Zeng, X Yang, J Gou Multimedia Tools and Applications 76, 20889-20907, 2017 | 31 | 2017 |
Regularization on augmented data to diversify sparse representation for robust image classification S Zeng, B Zhang, J Gou, Y Xu IEEE Transactions on Cybernetics 52 (6), 4935 - 4948, 2022 | 26 | 2022 |
Collaboratively Weighting Deep and Classic Representation via L2 Regularization for Image Classification S Zeng, B Zhang, Y Zhang, J Gou Asia Conference of Machine Learning (ACML 2018), arXiv preprint arXiv:1802.07589, 2018 | 23 | 2018 |
Joint distances by sparse representation and locality-constrained dictionary learning for robust leaf recognition S Zeng, B Zhang, Y Du Computers and Electronics in Agriculture 142, 563-571, 2017 | 21 | 2017 |
Robust collaborative representation-based classification via regularization of truncated total least squares S Zeng, B Zhang, Y Lan, J Gou Neural Computing and Applications 31 (10), 5689-5697, 2019 | 19 | 2019 |
Two-stage knowledge transfer framework for image classification J Zhou, S Zeng, B Zhang Pattern Recognition 107, 107529, 2020 | 18 | 2020 |
Using kernel sparse representation to perform coarse-to-fine recognition of face images S Zeng, X Yang, J Gou Optik 140, 528-535, 2017 | 14 | 2017 |
A new discriminative collaborative representation-based classification method via l2 regularizations J Gou, B Hou, Y Yuan, W Ou, S Zeng Neural Computing and Applications 32 (13), 9479-9493, 2020 | 13 | 2020 |
Representation-based classification methods with enhanced linear reconstruction measures for face recognition J Gou, J Song, W Ou, S Zeng, Y Yuan, L Du Computers & Electrical Engineering 79, 106451, 2019 | 10 | 2019 |
Integrating absolute distances in collaborative representation for robust image classification S Zeng, X Yang, J Gou, J Wen Caai Transactions on Intelligence Technology 1 (2), 189-196, 2016 | 10 | 2016 |
Dual sparse learning via data augmentation for robust facial image classification S Zeng, B Zhang, Y Zhang, J Gou International Journal of Machine Learning and Cybernetics, 1-18, 2020 | 9 | 2020 |
A shell dataset, for shell features extraction and recognition Q Zhang, J Zhou, J He, X Cun, S Zeng, B Zhang Scientific data 6 (1), 226, 2019 | 9 | 2019 |
Joint discriminative latent subspace learning for image classification J Zhou, B Zhang, S Zeng, Q Lai IEEE Transactions on Circuits and Systems for Video Technology 32 (7), 4653-4666, 2021 | 8 | 2021 |
Class mean‐weighted discriminative collaborative representation for classification J Gou, J Song, L Du, S Zeng, Y Zhan, Z Yi International Journal of Intelligent Systems 36 (7), 3144-3173, 2021 | 8 | 2021 |
Double competitive constraints-based collaborative representation for pattern classification J Gou, H Wu, H Song, L Du, W Ou, S Zeng, J Ke Computers & Electrical Engineering 84, 106632, 2020 | 8 | 2020 |
Initial investigation of different classifiers for plant leaf classification using multiple features Q Zhang, S Zeng, B Zhang Eleventh International Conference on Digital Image Processing (ICDIP 2019 …, 2019 | 7 | 2019 |