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#	Title	Journal	Year	Citations
1	Deep Feature Extraction and Classification of Hyperspectral Images Based on Convolutional Neural Networks	IEEE Transactions on Geoscience and Remote Sensing	2016	2,064
2	Spectral–Spatial Classification of Hyperspectral Data Based on Deep Belief Network	IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing	2015	974
3	Generative Adversarial Networks for Hyperspectral Image Classification	IEEE Transactions on Geoscience and Remote Sensing	2018	497
4	A Novel Multichannel Internet of Things Based on Dynamic Spectrum Sharing in 5G Communication	IEEE Internet of Things Journal	2019	217
5	Hyperspectral Images Classification With Gabor Filtering and Convolutional Neural Network	IEEE Geoscience and Remote Sensing Letters	2017	199
6	Spatial-Spectral Transformer for Hyperspectral Image Classification	Remote Sensing	2021	187
7	A Kernel-Based Nonparametric Regression Method for Clutter Removal in Infrared Small-Target Detection Applications	IEEE Geoscience and Remote Sensing Letters	2010	152
8	Behavioral Modeling and Linearization of Wideband RF Power Amplifiers Using BiLSTM Networks for 5G Wireless Systems	IEEE Transactions on Vehicular Technology	2019	149
9	Deep Fusion of Remote Sensing Data for Accurate Classification	IEEE Geoscience and Remote Sensing Letters	2017	148
10	Automatic Design of Convolutional Neural Network for Hyperspectral Image Classification	IEEE Transactions on Geoscience and Remote Sensing	2019	145
11	Research on a Novel Miniaturized Antipodal Vivaldi Antenna With Improved Radiation	IEEE Antennas and Wireless Propagation Letters	2013	134
12	A hybrid statistical data-driven method for on-line joint state estimation of lithium-ion batteries	Applied Energy	2020	133
13	Classification of hyperspectral image based on deep belief networks		2014	131
14	5G-based green broadband communication system design with simultaneous wireless information and power transfer	Physical Communication	2018	120
15	Heterogeneous Transfer Learning for Hyperspectral Image Classification Based on Convolutional Neural Network	IEEE Transactions on Geoscience and Remote Sensing	2020	115
16	Guest Editorial Special Section for ICSMD 2021	IEEE Transactions on Instrumentation and Measurement	2022	109
17	Deep Learning Ensemble for Hyperspectral Image Classification	IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing	2019	108
18	Generating Dual-Polarized Vortex Beam by Detour Phase: From Phase Gradient Metasurfaces to Metagratings	IEEE Transactions on Microwave Theory and Techniques	2022	107
19	Deep Cross-Domain Few-Shot Learning for Hyperspectral Image Classification	IEEE Transactions on Geoscience and Remote Sensing	2022	84
20	Bispace Domain Adaptation Network for Remotely Sensed Semantic Segmentation	IEEE Transactions on Geoscience and Remote Sensing	2020	83
21	Video-based Facial Micro-Expression Analysis: A Survey of Datasets, Features and Algorithms	IEEE Transactions on Pattern Analysis and Machine Intelligence	2021	82
22	Hybrid state of charge estimation for lithium-ion battery under dynamic operating conditions	International Journal of Electrical Power and Energy Systems	2019	81
23	Learning reinforced attentional representation for end-to-end visual tracking	Information Sciences	2020	81
24	A robust, coarse-to-fine traffic sign detection method		2013	79
25	Cooperative OFDM Relaying for Opportunistic Spectrum Sharing: Protocol Design and Resource Allocation	IEEE Transactions on Wireless Communications	2012	77
26	Deep Convolutional Capsule Network for Hyperspectral Image Spectral and Spectral-Spatial Classification	Remote Sensing	2019	77
27	Downlink Design for Spectrum Efficient IoT Network	IEEE Internet of Things Journal	2018	75
28	A general tensor representation framework for cross-view gait recognition	Pattern Recognition	2019	74
29	Convolutional Neural Network-Based Radar Jamming Signal Classification With Sufficient and Limited Samples	IEEE Access	2020	73
30	ISAR Imaging of Maneuvering Target Based on the Local Polynomial Wigner Distribution and Integrated High-Order Ambiguity Function for Cubic Phase Signal Model	IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing	2014	72
31	Robust Automatic Modulation Classification Under Varying Noise Conditions	IEEE Access	2017	72
32	Siamese attentional keypoint network for high performance visual tracking	Knowledge-Based Systems	2020	72
33	Multivariate Regression-Based Fault Detection and Recovery of UAV Flight Data	IEEE Transactions on Instrumentation and Measurement	2020	64
34	An FPGA-Based CNN Accelerator Integrating Depthwise Separable Convolution	Electronics (Switzerland)	2019	62
35	Dual-Path Siamese CNN for Hyperspectral Image Classification With Limited Training Samples	IEEE Geoscience and Remote Sensing Letters	2021	62
36	Transformer with Transfer CNN for Remote-Sensing-Image Object Detection	Remote Sensing	2022	62
37	Exploiting Full-Duplex Two-Way Relay Cooperative Non-Orthogonal Multiple Access	IEEE Transactions on Communications	2019	61
38	A High-Transmittance Frequency-Selective Rasorber Based on Dipole Arrays	IEEE Access	2018	60
39	Optimized Input for CNN-Based Hyperspectral Image Classification Using Spatial Transformer Network	IEEE Geoscience and Remote Sensing Letters	2019	60
40	Resource Allocation for D2D-Based V2X Communication With Imperfect CSI	IEEE Internet of Things Journal	2020	59
41	UAV-Assisted Physical Layer Security in Multi-Beam Satellite-Enabled Vehicle Communications	IEEE Transactions on Intelligent Transportation Systems	2022	59
42	High-Performance porous MIM-type capacitive humidity sensor realized via inductive coupled plasma and reactive-Ion etching	Sensors and Actuators B: Chemical	2018	59
43	Superpixel-Based Intrinsic Image Decomposition of Hyperspectral Images	IEEE Transactions on Geoscience and Remote Sensing	2017	58
44	Coupled Patch Alignment for Matching Cross-View Gaits	IEEE Transactions on Image Processing	2019	58
45	Ultrafast-response/recovery capacitive humidity sensor based on arc-shaped hollow structure with nanocone arrays for human physiological signals monitoring	Sensors and Actuators B: Chemical	2021	58
46	Classification of fault location and the degree of performance degradation of a rolling bearing based on an improved hyper-sphere-structured multi-class support vector machine	Mechanical Systems and Signal Processing	2012	57
47	WUB-IP: A High-Precision UWB Positioning Scheme for Indoor Multiuser Applications	IEEE Systems Journal	2019	57
48	A deep learning method based on convolutional neural network for automatic modulation classification of wireless signals	Wireless Networks	2019	57
49	Power and Trajectory Optimization for UAV-Enabled Amplify-and-Forward Relay Networks	IEEE Access	2018	56
50	Evaluation of deep learning-based approaches for COVID-19 classification based on chest X-ray images	Signal, Image and Video Processing	2021	56

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