An End-to-End Framework for Joint Denoising and Classification of Hyperspectral Images

Hyperspectral Image Denoising Using a 3-D Attention Denoising Network

(2021) Qian Shi et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

YolTrack: Multitask Learning Based Real-Time Multiobject Tracking and Segmentation for Autonomous Vehicles

(2021) Xuepeng Chang et al.   IEEE Transactions on Neural Networks and Learning Systems

New Generation Deep Learning for Video Object Detection: A Survey

(2021) Licheng Jiao et al.   IEEE Transactions on Neural Networks and Learning Systems

3-D Quasi-Recurrent Neural Network for Hyperspectral Image Denoising

(2020) Kaixuan Wei et al.   IEEE Transactions on Neural Networks and Learning Systems

Statistical Loss and Analysis for Deep Learning in Hyperspectral Image Classification

(2020) Zhiqiang Gong et al.   IEEE Transactions on Neural Networks and Learning Systems

Naive Gabor Networks for Hyperspectral Image Classification

(2020) Chenying Liu et al.   IEEE Transactions on Neural Networks and Learning Systems

First Level 1 Product Results of the Greenhouse Gas Monitoring Instrument on the GaoFen-5 Satellite

(2020) Hailiang Shi et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Deep Blind Hyperspectral Image Super-Resolution

(2020) Lei Zhang et al.   IEEE Transactions on Neural Networks and Learning Systems

A3 CLNN: Spatial, Spectral and Multiscale Attention ConvLSTM Neural Network for Multisource Remote Sensing Data Classification

(2020) Heng-Chao Li et al.   IEEE Transactions on Neural Networks and Learning Systems

Multilayer Spectral–Spatial Graphs for Label Noisy Robust Hyperspectral Image Classification

(2020) Junjun Jiang et al.   IEEE Transactions on Neural Networks and Learning Systems

Prior-Based Tensor Approximation for Anomaly Detection in Hyperspectral Imagery

(2020) Lu Li et al.   IEEE Transactions on Neural Networks and Learning Systems

Reimagining the potential of Earth observations for ecosystem service assessments

(2019) Carlos Ramirez-Reyes et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Nonlocal Low-Rank Regularized Tensor Decomposition for Hyperspectral Image Denoising

(2019) Jize Xue et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Deep Learning for Classification of Hyperspectral Data: A Comparative Review

(2019) Nicolas Audebert et al.   IEEE Geoscience and Remote Sensing Magazine

A 3-D Atrous Convolution Neural Network for Hyperspectral Image Denoising

(2019) Wei Liu et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Deep Learning for Hyperspectral Image Classification: An Overview

(2019) Shutao Li et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Cascaded Recurrent Neural Networks for Hyperspectral Image Classification

(2019) Renlong Hang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Assessment of Hyperspectral Sharpening Methods for the Monitoring of Natural Areas Using Multiplatform Remote Sensing Imagery

(2019) Javier Marcello et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Hybrid Noise Removal in Hyperspectral Imagery With a Spatial–Spectral Gradient Network

(2019) Qiang Zhang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Deep Feature Fusion via Two-Stream Convolutional Neural Network for Hyperspectral Image Classification

(2019) Xian Li et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Hyperspectral Pansharpening With Deep Priors

(2019) Weiying Xie et al.   IEEE Transactions on Neural Networks and Learning Systems

Skip-Connected Covariance Network for Remote Sensing Scene Classification

(2019) Nanjun He et al.   IEEE Transactions on Neural Networks and Learning Systems

Cascade Superpixel Regularized Gabor Feature Fusion for Hyperspectral Image Classification

(2019) Sen Jia et al.   IEEE Transactions on Neural Networks and Learning Systems

Fast Hyperspectral Image Denoising and Inpainting Based on Low-Rank and Sparse Representations

(2018) Lina Zhuang et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Spatial-Spectral Total Variation Regularized Low-Rank Tensor Decomposition for Hyperspectral Image Denoising[-.5pc]

(2018) Haiyan Fan et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Spectral-Spatial Unified Networks for Hyperspectral Image Classification

(2018) Yonghao Xu et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Kronecker-Basis-Representation Based Tensor Sparsity and Its Applications to Tensor Recovery

(2018) Qi Xie et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Denoising Hyperspectral Image With Non-i.i.d. Noise Structure

(2018) Yang Chen et al.   IEEE Transactions on Cybernetics

Hyperspectral Image Denoising Employing a Spatial-Spectral Deep Residual Convolutional Neural Network

(2018) Qiangqiang Yuan et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising

(2017) Kai Zhang et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

No-Reference Hyperspectral Image Quality Assessment via Quality-Sensitive Features Learning

(2017) Jingxiang Yang et al.   Remote Sensing

Deep Learning in Remote Sensing: A Comprehensive Review and List of Resources

(2017) Xiao Xiang Zhu et al.   IEEE Geoscience and Remote Sensing Magazine

Deep Feature Extraction and Classification of Hyperspectral Images Based on Convolutional Neural Networks

(2016) Yushi Chen et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Deep Convolutional Neural Networks for Hyperspectral Image Classification

(2015) Wei Hu et al.   Journal of Sensors

Jointly Learning the Hybrid CRF and MLR Model for Simultaneous Denoising and Classification of Hyperspectral Imagery

(2014) Ping Zhong et al.   IEEE Transactions on Neural Networks and Learning Systems

Analysis of classification accuracy for pre-filtered multichannel remote sensing data

(2013) Vladimir Lukin et al.   EXPERT SYSTEMS WITH APPLICATIONS

Spectral–Spatial Hyperspectral Image Classification With Edge-Preserving Filtering

(2013) Xudong Kang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Scope of validity of PSNR in image/video quality assessment

(2008) Q. Huynh-Thu et al.   ELECTRONICS LETTERS