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#	Title	Journal	Year	Citations
1	Spectral–Spatial Classification of Hyperspectral Imagery with 3D Convolutional Neural Network	Remote Sensing	2017	833
2	Scene Classification With Recurrent Attention of VHR Remote Sensing Images	IEEE Transactions on Geoscience and Remote Sensing	2019	437
3	Salient Band Selection for Hyperspectral Image Classification via Manifold Ranking	IEEE Transactions on Neural Networks and Learning Systems	2016	422
4	GETNET: A General End-to-End 2-D CNN Framework for Hyperspectral Image Change Detection	IEEE Transactions on Geoscience and Remote Sensing	2019	392
5	Significantly Fast and Robust Fuzzy C-Means Clustering Algorithm Based on Morphological Reconstruction and Membership Filtering	IEEE Transactions on Fuzzy Systems	2018	331
6	Multiview Consensus Graph Clustering	IEEE Transactions on Image Processing	2019	310
7	TV Program Recommendation for Multiple Viewers Based on user Profile Merging	User Modeling and User-Adapted Interaction	2006	294
8	A Semisupervised Recurrent Convolutional Attention Model for Human Activity Recognition	IEEE Transactions on Neural Networks and Learning Systems	2020	269
9	Auto-Weighted Multi-View Learning for Image Clustering and Semi-Supervised Classification	IEEE Transactions on Image Processing	2018	267
10	Statistical analysis of spatial expression patterns for spatially resolved transcriptomic studies	Nature Methods	2020	264
11	Spectral-spatial classification of hyperspectral imagery using a dual-channel convolutional neural network	Remote Sensing Letters	2017	223
12	Deep learning for remote sensing image classification: A survey	Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery	2018	222
13	Superpixel-Based Fast Fuzzy C-Means Clustering for Color Image Segmentation	IEEE Transactions on Fuzzy Systems	2019	219
14	NWPU-Crowd: A Large-Scale Benchmark for Crowd Counting and Localization	IEEE Transactions on Pattern Analysis and Machine Intelligence	2021	206
15	Revisiting Co-Saliency Detection: A Novel Approach Based on Two-Stage Multi-View Spectral Rotation Co-clustering	IEEE Transactions on Image Processing	2017	204
16	Detecting Coherent Groups in Crowd Scenes by Multiview Clustering	IEEE Transactions on Pattern Analysis and Machine Intelligence	2020	201
17	Personalized Travel Package With Multi-Point-of-Interest Recommendation Based on Crowdsourced User Footprints	IEEE Transactions on Human-Machine Systems	2016	197
18	Video Summarization With Attention-Based Encoder–Decoder Networks	IEEE Transactions on Circuits and Systems for Video Technology	2020	196
19	Embedding Structured Contour and Location Prior in Siamesed Fully Convolutional Networks for Road Detection	IEEE Transactions on Intelligent Transportation Systems	2018	194
20	Toward End-to-End Car License Plate Detection and Recognition With Deep Neural Networks	IEEE Transactions on Intelligent Transportation Systems	2019	191
21	Optimal Clustering Framework for Hyperspectral Band Selection	IEEE Transactions on Geoscience and Remote Sensing	2018	189
22	Fusing texture, shape and deep model-learned information at decision level for automated classification of lung nodules on chest CT	Information Fusion	2018	185
23	Weakly Supervised Adversarial Domain Adaptation for Semantic Segmentation in Urban Scenes	IEEE Transactions on Image Processing	2019	177
24	Hyperspectral Image Classification via Multitask Joint Sparse Representation and Stepwise MRF Optimization	IEEE Transactions on Cybernetics	2016	176
25	Landslide Inventory Mapping From Bitemporal Images Using Deep Convolutional Neural Networks	IEEE Geoscience and Remote Sensing Letters	2019	174
26	GA-SVM based feature selection and parameter optimization in hospitalization expense modeling	Applied Soft Computing Journal	2019	174
27	Part-Based Visual Tracking with Online Latent Structural Learning		2013	169
28	Nonlocal Graph Convolutional Networks for Hyperspectral Image Classification	IEEE Transactions on Geoscience and Remote Sensing	2020	165
29	Hierarchical and Robust Convolutional Neural Network for Very High-Resolution Remote Sensing Object Detection	IEEE Transactions on Geoscience and Remote Sensing	2019	163
30	Performance and Reliability Analysis of IEEE 802.11p Safety Communication in a Highway Environment	IEEE Transactions on Vehicular Technology	2013	162
31	Stimulus-driven and concept-driven analysis for image caption generation	Neurocomputing	2020	158
32	Robust Object Co-Segmentation Using Background Prior	IEEE Transactions on Image Processing	2018	155
33	Hyperspectral Classification Based on Lightweight 3-D-CNN With Transfer Learning	IEEE Transactions on Geoscience and Remote Sensing	2019	152
34	PCC Net: Perspective Crowd Counting via Spatial Convolutional Network	IEEE Transactions on Circuits and Systems for Video Technology	2020	152
35	A Clustering-Based Coverage Path Planning Method for Autonomous Heterogeneous UAVs	IEEE Transactions on Intelligent Transportation Systems	2022	148
36	Segmentation of breast ultrasound image with semantic classification of superpixels	Medical Image Analysis	2020	146
37	Mendelian randomization study of inflammatory bowel disease and bone mineral density	BMC Medicine	2020	144
38	A learning-based framework for miRNA-disease association identification using neural networks	Bioinformatics	2019	142
39	Hyperspectral Images Classification Based on Dense Convolutional Networks with Spectral-Wise Attention Mechanism	Remote Sensing	2019	142
40	Ternary Adversarial Networks With Self-Supervision for Zero-Shot Cross-Modal Retrieval	IEEE Transactions on Cybernetics	2020	142
41	Accuracy, robustness and scalability of dimensionality reduction methods for single-cell RNA-seq analysis	Genome Biology	2019	140
42	HSA-RNN: Hierarchical Structure-Adaptive RNN for Video Summarization		2018	135
43	A Joint Convolutional Neural Networks and Context Transfer for Street Scenes Labeling	IEEE Transactions on Intelligent Transportation Systems	2018	134
44	Locality Adaptive Discriminant Analysis for Spectral–Spatial Classification of Hyperspectral Images	IEEE Geoscience and Remote Sensing Letters	2017	131
45	FlierMeet: A Mobile Crowdsensing System for Cross-Space Public Information Reposting, Tagging, and Sharing	IEEE Transactions on Mobile Computing	2015	129
46	Decoupling GCN with DropGraph Module for Skeleton-Based Action Recognition	Lecture Notes in Computer Science	2020	127
47	Multiview Clustering: A Scalable and Parameter-Free Bipartite Graph Fusion Method	IEEE Transactions on Pattern Analysis and Machine Intelligence	2022	125
48	Robust Video Object Cosegmentation	IEEE Transactions on Image Processing	2015	124
49	RSS Distribution-Based Passive Localization and Its Application in Sensor Networks	IEEE Transactions on Wireless Communications	2016	123
50	Multi-view spectral clustering via integrating nonnegative embedding and spectral embedding	Information Fusion	2020	123

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