Deep Convolutional Neural Networks for Hyperspectral Image Classification

Wei Hu, Yangyu Huang, Li Wei, +2

Journal of Sensors

Convolutional Neural NetworkImage ClassificationMachine VisionMachine LearningData Science +13

Learning Center Probability Map for Detecting Objects in Aerial Images

Jinwang Wang, Wen Yang, Heng-Chao Li, +2

IEEE Transactions on Geoscience and Remote Sensing

Scene AnalysisEngineeringMachine LearningFeature DetectionField Robotics +15

Hyperspectral Anomaly Detection by Fractional Fourier Entropy

Ran Tao, Xudong Zhao, Wei Li, +2

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Anomaly DetectionImage AnalysisHyperspectral Anomaly DetectionEngineeringEntropy +11

Joint Classification of Hyperspectral and LiDAR Data Using Hierarchical Random Walk and Deep CNN Architecture

Xudong Zhao, Ran Tao, Wei Li, +4

IEEE Transactions on Geoscience and Remote Sensing

Hyperspectral ImagingImage ClassificationConvolutional Neural NetworkImage AnalysisMachine Learning +12

Key techniques for 5G wireless communications: network architecture, physical layer, and MAC layer perspectives

Zheng Ma, Zhengquan Zhang, ZhiGuo Ding, +2

Science China Information Sciences

Wireless Communications5G NetworksEngineering5G SystemNetwork Architecture +5

Research Progress on Few-Shot Learning for Remote Sensing Image Interpretation

Xian Sun, Bing Wang, Zhirui Wang, +3

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Few-shot LearningRemote Sensing ImagesImage ClassificationMachine VisionImage Analysis +13

Data Augmentation for Hyperspectral Image Classification With Deep CNN

Wei Li, Chen Chen, Mengmeng Zhang, +2

IEEE Geoscience and Remote Sensing Letters

Data AugmentationDeep CnnImage AnalysisMachine LearningData Science +9

Spatial–Spectral Feature Extraction via Deep ConvLSTM Neural Networks for Hyperspectral Image Classification

Wen-Shuai Hu, Heng-Chao Li, Lei Pan, +3

IEEE Transactions on Geoscience and Remote Sensing

Information Fusion for Classification of Hyperspectral and LiDAR Data Using IP-CNN

Mengmeng Zhang, Wei Li, Ran Tao, +2

IEEE Transactions on Geoscience and Remote Sensing

EngineeringMachine LearningMultisensor InformationMulti-image FusionRemote Sensing Community +15

Gabor Feature Based Unsupervised Change Detection of Multitemporal SAR Images Based on Two-Level Clustering

Heng-Chao Li, Turgay Çelik, Nathan Longbotham, +1

IEEE Geoscience and Remote Sensing Letters

RadarTwo-level ClusteringImage AnalysisFeature DetectionEngineering +12