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

Collaborative-Representation-Based Nearest Neighbor Classifier for Hyperspectral Imagery

Wei Li, Qian Du, Fan Zhang, +1

IEEE Geoscience and Remote Sensing Letters

EngineeringMachine LearningHyperspectral ImageryNovel Collaborative RepresentationUnsupervised Machine Learning +14

Implicit Regularization in Deep Matrix Factorization

Sanjeev Arora, Nadav Cohen, Wei Hu, +1

arXiv (Cornell University)

Artificial IntelligenceGradient DescentEngineeringMachine LearningData Science +11

Hyperspectral Image Classification by Fusing Collaborative and Sparse Representations

Wei Li, Qian Du, Fan Zhang, +1

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

Sparse RepresentationImage AnalysisMachine LearningData ScienceCollaborative Representation +6

Accelerating Time-Domain SAR Raw Data Simulation for Large Areas Using Multi-GPUs

Fan Zhang, Hu Chen, Wei Li, +2

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

EngineeringGpu BenchmarkingSingle GpuGpu ComputingGeophysics +18

A Fast Inference Networks for SAR Target Few-Shot Learning Based on Improved Siamese Networks

Jiaxin Tang, Fan Zhang, Yongsheng Zhou, +2

Few-shot LearningSiamese NetworkConvolutional Neural NetworkEngineeringMachine Learning +18

Spinal disease diagnosis assistant based on MRI images using deep transfer learning methods

Junbo Xuan, Baoyi Ke, Wenyu Ma, +2

Frontiers in Public Health

Accelerating Spaceborne SAR Imaging Using Multiple CPU/GPU Deep Collaborative Computing

Fan Zhang, Guojun Li, Wei Li, +2

Sensors

EngineeringComputer ArchitectureParallel ImplementationGpu ComputingImage Analysis +17

A Deep Collaborative Computing Based SAR Raw Data Simulation on Multiple CPU/GPU Platform

Fan Zhang, Hu Chen, Wei Li, +3

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

EngineeringComputer ArchitectureEmbedded SystemsSingle Gpu SimulationGpu Computing +17

Study on the Situational Awareness System of Mine Fire Rescue Using Faster Ross Girshick-Convolutional Neural Network

Jiuling Zhang, Yang Jia, Ding Zhu, +2

IEEE Intelligent Systems

Artificial IntelligenceConvolutional Neural NetworkEngineeringMachine LearningFire Detection +18