State Key Laboratory of Transient Optics and Photonics

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#	Title	Journal	Year	Citations
1	Remote Sensing Image Scene Classification: Benchmark and State of the Art	Proceedings of the IEEE	2017	1,570
2	Transfer Learning for Visual Categorization: A Survey	IEEE Transactions on Neural Networks and Learning Systems	2015	615
3	Joint Embedding Learning and Sparse Regression: A Framework for Unsupervised Feature Selection	IEEE Transactions on Cybernetics	2014	552
4	From Heuristic Optimization to Dictionary Learning: A Review and Comprehensive Comparison of Image Denoising Algorithms	IEEE Transactions on Cybernetics	2014	465
5	Learning Discriminative Binary Codes for Large-scale Cross-modal Retrieval	IEEE Transactions on Image Processing	2017	345
6	Segmentation of retinal blood vessels using the radial projection and semi-supervised approach	Pattern Recognition	2011	327
7	Manifold Regularized Sparse NMF for Hyperspectral Unmixing	IEEE Transactions on Geoscience and Remote Sensing	2013	322
8	Recent Advances in Cloud Radio Access Networks: System Architectures, Key Techniques, and Open Issues	IEEE Communications Surveys and Tutorials	2016	310
9	A Comprehensive Survey to Face Hallucination	International Journal of Computer Vision	2014	294
10	Lazy Random Walks for Superpixel Segmentation	IEEE Transactions on Image Processing	2014	292
11	CNNs-Based RGB-D Saliency Detection via Cross-View Transfer and Multiview Fusion	IEEE Transactions on Cybernetics	2018	286
12	Robust Joint Graph Sparse Coding for Unsupervised Spectral Feature Selection	IEEE Transactions on Neural Networks and Learning Systems	2017	282
13	Blind Image Quality Assessment via Deep Learning	IEEE Transactions on Neural Networks and Learning Systems	2015	281
14	Block-Row Sparse Multiview Multilabel Learning for Image Classification	IEEE Transactions on Cybernetics	2016	278
15	Efficient HOG human detection	Signal Processing	2011	270
16	Spatio-Temporal Laplacian Pyramid Coding for Action Recognition	IEEE Transactions on Cybernetics	2014	261
17	Feature Learning for Image Classification Via Multiobjective Genetic Programming	IEEE Transactions on Neural Networks and Learning Systems	2014	246
18	Remote Sensing Scene Classification by Unsupervised Representation Learning	IEEE Transactions on Geoscience and Remote Sensing	2017	242
19	Implementation of dispersion-free slow acoustic wave propagation and phase engineering with helical-structured metamaterials	Nature Communications	2016	236
20	Contrast Enhancement-Based Forensics in Digital Images	IEEE Transactions on Information Forensics and Security	2014	201
21	Rank Preserving Sparse Learning for Kinect Based Scene Classification	IEEE Transactions on Cybernetics	2013	196
22	Hyperspectral Image Superresolution by Transfer Learning	IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing	2017	183
23	Online Anomaly Detection in Crowd Scenes via Structure Analysis	IEEE Transactions on Cybernetics	2015	181
24	Describing Video With Attention-Based Bidirectional LSTM	IEEE Transactions on Cybernetics	2019	179
25	Scene Recognition by Manifold Regularized Deep Learning Architecture	IEEE Transactions on Neural Networks and Learning Systems	2015	178
26	Hyperspectral Image Classification via Multitask Joint Sparse Representation and Stepwise MRF Optimization	IEEE Transactions on Cybernetics	2016	176
27	Learning Multiple Linear Mappings for Efficient Single Image Super-Resolution	IEEE Transactions on Image Processing	2015	172
28	DSets-DBSCAN: A Parameter-Free Clustering Algorithm	IEEE Transactions on Image Processing	2016	172
29	Learning Spatio-Temporal Representations for Action Recognition: A Genetic Programming Approach	IEEE Transactions on Cybernetics	2016	166
30	Saliency Detection by Multiple-Instance Learning	IEEE Transactions on Cybernetics	2013	163
31	Face Sketch–Photo Synthesis and Retrieval Using Sparse Representation	IEEE Transactions on Circuits and Systems for Video Technology	2012	161
32	A Variational Approach to Simultaneous Image Segmentation and Bias Correction	IEEE Transactions on Cybernetics	2015	153
33	Dual-Clustering-Based Hyperspectral Band Selection by Contextual Analysis	IEEE Transactions on Geoscience and Remote Sensing	2016	152
34	Data Uncertainty in Face Recognition	IEEE Transactions on Cybernetics	2014	148
35	Graph Regularized Non-Negative Low-Rank Matrix Factorization for Image Clustering	IEEE Transactions on Cybernetics	2017	148
36	Hyperspectral Band Selection by Multitask Sparsity Pursuit	IEEE Transactions on Geoscience and Remote Sensing	2015	147
37	Fully affine invariant SURF for image matching	Neurocomputing	2012	142
38	Secrecy Outage and Diversity Analysis of Cognitive Radio Systems	IEEE Journal on Selected Areas in Communications	2014	141
39	Spatiotemporal Statistics for Video Quality Assessment	IEEE Transactions on Image Processing	2016	140
40	Learning deep event models for crowd anomaly detection	Neurocomputing	2017	140
41	Convolution in Convolution for Network in Network	IEEE Transactions on Neural Networks and Learning Systems	2018	140
42	Joint Dictionary Learning for Multispectral Change Detection	IEEE Transactions on Cybernetics	2017	139
43	Exposure Fusion Using Boosting Laplacian Pyramid	IEEE Transactions on Cybernetics	2014	137
44	A Probabilistic Associative Model for Segmenting Weakly Supervised Images	IEEE Transactions on Image Processing	2014	136
45	Semi-Supervised Multitask Learning for Scene Recognition	IEEE Transactions on Cybernetics	2015	132
46	Low-Rank Preserving Projections	IEEE Transactions on Cybernetics	2016	131
47	Unsupervised Band Selection Based on Evolutionary Multiobjective Optimization for Hyperspectral Images	IEEE Transactions on Geoscience and Remote Sensing	2016	131
48	Learning Deep and Wide: A Spectral Method for Learning Deep Networks	IEEE Transactions on Neural Networks and Learning Systems	2014	127
49	Latent Semantic Minimal Hashing for Image Retrieval	IEEE Transactions on Image Processing	2017	126
50	A Fine-Grained Image Categorization System by Cellet-Encoded Spatial Pyramid Modeling	IEEE Transactions on Industrial Electronics	2015	125

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