Spectral-Spatial Attention Networks for Hyperspectral Image Classification

A transferable spectroscopic diagnosis model for predicting arsenic contamination in soil

(2019) Chao Tao et al.   SCIENCE OF THE TOTAL ENVIRONMENT

SuperPCA: A Superpixelwise PCA Approach for Unsupervised Feature Extraction of Hyperspectral Imagery

(2018) Junjun Jiang 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

Learning Source-Invariant Deep Hashing Convolutional Neural Networks for Cross-Source Remote Sensing Image Retrieval

(2018) Yansheng Li et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Guided Locality Preserving Feature Matching for Remote Sensing Image Registration

(2018) Jiayi Ma et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Hyperspectral Image Classification With Markov Random Fields and a Convolutional Neural Network

(2018) Xiangyong Cao et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Urban Area Detection in Very High Resolution Remote Sensing Images Using Deep Convolutional Neural Networks

(2018) Tian Tian et al.   SENSORS

Adaptive Discrete Hypergraph Matching

(2018) Junchi Yan et al.   IEEE Transactions on Cybernetics

Hyperspectral Image Classification in the Presence of Noisy Labels

(2018) Junjun Jiang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Locality Preserving Matching

(2018) Jiayi Ma et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Infrared and visible image fusion methods and applications: A survey

(2018) Jiayi Ma et al.   Information Fusion

Attention-Mechanism-Containing Neural Networks for High-Resolution Remote Sensing Image Classification

(2018) Rudong Xu et al.   Remote Sensing

Centroid and Covariance Alignment-Based Domain Adaptation for Unsupervised Classification of Remote Sensing Images

(2018) Li Ma et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Multi-Memory Convolutional Neural Network for Video Super-Resolution

(2018) Zhongyuan Wang et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

FusionGAN: A generative adversarial network for infrared and visible image fusion

(2018) Jiayi Ma et al.   Information Fusion

Learning and Transferring Deep Joint Spectral–Spatial Features for Hyperspectral Classification

(2017) Jingxiang Yang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Deep Recurrent Neural Networks for Hyperspectral Image Classification

(2017) Lichao Mou et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Hyperspectral image denoising with superpixel segmentation and low-rank representation

(2017) Fan Fan et al.   INFORMATION SCIENCES

A new deep convolutional neural network for fast hyperspectral image classification

(2017) M.E. Paoletti et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Convolutional Recurrent Neural Networks forHyperspectral Data Classification

(2017) Hao Wu et al.   Remote Sensing

Robust Topological Navigation via Convolutional Neural Network Feature and Sharpness Measure

(2017) Jiayi Ma et al.   IEEE Access

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 Learning for Remote Sensing Data: A Technical Tutorial on the State of the Art

(2016) Liangpei Zhang et al.   IEEE Geoscience and Remote Sensing Magazine

From Feedforward to Recurrent LSTM Neural Networks for Language Modeling

(2015) Martin Sundermeyer et al.   IEEE-ACM Transactions on Audio Speech and Language Processing

Deep Convolutional Neural Networks for Hyperspectral Image Classification

(2015) Wei Hu et al.   Journal of Sensors

Deep Learning-Based Classification of Hyperspectral Data

(2014) Yushi Chen et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Generalized Composite Kernel Framework for Hyperspectral Image Classification

(2013) Jun Li et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Incremental Import Vector Machines for Classifying Hyperspectral Data

(2012) Ribana Roscher et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING