| A fast algorithm for learning overcomplete dictionary for sparse representation based on proximal operators Z Li, S Ding, Y Li Neural computation 27 (9), 1951-1982, 2015 | 44 | 2015 |
| Manifold optimization-based analysis dictionary learning with an ℓ1∕ 2-norm regularizer Z Li, S Ding, Y Li, Z Yang, S Xie, W Chen Neural Networks 98, 212-222, 2018 | 34 | 2018 |
| Outlier suppression via non-convex robust PCA for efficient localization in wireless sensor networks X Li, S Ding, Y Li IEEE Sensors Journal 17 (21), 7053-7063, 2017 | 24 | 2017 |
| Extracting key frames from first-person videos in the common space of multiple sensors Y Li, A Kanemura, H Asoh, T Miyanishi, M Kawanabe 2017 IEEE international conference on image processing (ICIP), 3993-3997, 2017 | 21 | 2017 |
| Incoherent dictionary learning with log-regularizer based on proximal operators Z Li, S Ding, T Hayashi, Y Li Digital Signal Processing 63, 86-99, 2017 | 18 | 2017 |
| Dictionary learning with the cosparse analysis model based on summation of blocked determinants as the sparseness measure Y Li, S Ding, Z Li Digital Signal Processing 48, 298-309, 2016 | 17 | 2016 |
| DC programming for solving a sparse modeling problem of video key frame extraction B Tan, Y Li, S Ding, I Paik, A Kanemura Digital Signal Processing 83, 214-222, 2018 | 16 | 2018 |
| A sparse coding framework for gaze prediction in egocentric video Y Li, A Kanemura, H Asoh, T Miyanishi, M Kawanabe 2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018 | 16 | 2018 |
| A dictionary-learning algorithm for the analysis sparse model with a determinant-type of sparsity measure Y Li, S Ding, Z Li 2014 19th International Conference on Digital Signal Processing, 152-156, 2014 | 16 | 2014 |
| Key frame extraction from first-person video with multi-sensor integration Y Li, A Kanemura, H Asoh, T Miyanishi, M Kawanabe 2017 IEEE International Conference on Multimedia and Expo (ICME), 1303-1308, 2017 | 15 | 2017 |
| Dictionary learning with log-regularizer for sparse representation Z Li, S Ding, Y Li 2015 IEEE International Conference on Digital Signal Processing (DSP), 609-613, 2015 | 10 | 2015 |
| Key frame extraction from video based on determinant-type of sparse measure and DC programming Y Li, B Tan, S Ding, I Paik, A Kanemura 2017 IEEE 11th International Symposium on Embedded Multicore/Many-Core …, 2017 | 8 | 2017 |
| Analysis dictionary learning using block coordinate descent framework with proximal operators Z Li, S Ding, T Hayashi, Y Li Neurocomputing 239, 165-180, 2017 | 7 | 2017 |
| Dictionary learning with the -regularizer and the coherence penalty and its convergence analysis Z Li, T Hayashi, S Ding, Y Li International Journal of Machine Learning and Cybernetics 9, 1351-1364, 2018 | 6 | 2018 |
| Analysis sparse representation for nonnegative signals based on determinant measure by DC programming Y Li, B Tan, A Kanemura, S Ding, W Chen Complexity 2018 (1), 2685745, 2018 | 6 | 2018 |
| Dictionary learning in the analysis sparse representation with optimization on Stiefel manifold Y Li, S Ding, Z Li, X Li, B Tan 2017 IEEE Global Conference on Signal and Information Processing (GlobalSIP …, 2017 | 6 | 2017 |
| Dictionary learning for sparse representation using weighted ℓ1-norm H Zhao, S Ding, Y Li, Z Li, X Li, B Tan 2016 IEEE Global Conference on Signal and Information Processing (GlobalSIP …, 2016 | 6 | 2016 |
| Nonnegative sparse representation of signals with a determinant-type sparsity measure based on the dc programming B Tan, S Ding, Y Li, X Li IEEE Access 6, 67301-67315, 2018 | 5 | 2018 |
| Constrained analysis dictionary learning with the ℓ1/2-norm regularizer Z Li, T Hayashi, S Ding, Y Li, X Li 2016 IEEE 13th International Conference on Signal Processing (ICSP), 890-894, 2016 | 5 | 2016 |
| Dictionary learning with ℓ1/2regularizer for sparsity based on proximal operator Z Li, S Ding, Y Li, W Chen 2015 IEEE 7th International Conference on Awareness Science and Technology …, 2015 | 5 | 2015 |
