Feature Extraction for Hyperspectral Imagery: The Evolution from Shallow
to Deep (Overview and Toolbox)

Feature Extraction for Hyperspectral Imagery: The Evolution from Shallow to Deep (Overview and Toolbox)

5 March 2020

Jocelyn Chanussot

J. Benediktsson

Papers citing "Feature Extraction for Hyperspectral Imagery: The Evolution from Shallow to Deep (Overview and Toolbox)"

15 / 15 papers shown

Title
LUM-ViT: Learnable Under-sampling Mask Vision Transformer for Bandwidth Limited Optical Signal Acquisition Lingfeng Liu Dong Ni Hangjie Yuan ViT 29 0 0 03 Mar 2024
Training Methods of Multi-label Prediction Classifiers for Hyperspectral Remote Sensing Images S. Haidar José Oramas 18 3 0 17 Jan 2023
Semantic Interleaving Global Channel Attention for Multilabel Remote Sensing Image Classification Yongkun Liu Kesong Ni Yu-he Zhang Lijian Zhou Kun Zhao 25 11 0 04 Aug 2022
Deep Learning in Multimodal Remote Sensing Data Fusion: A Comprehensive Review Jiaxin Li Danfeng Hong Lianru Gao Jing Yao Ke-xin Zheng Bing Zhang Jocelyn Chanussot 18 357 0 03 May 2022
Deep Hyperspectral Unmixing using Transformer Network Preetam Ghosh S. K. Roy Bikram Koirala Behnood Rasti P. Scheunders ViT 32 82 0 31 Mar 2022
Deep Learning for UAV-based Object Detection and Tracking: A Survey Chao Xu Wei Li Danfeng Hong R. Tao Yong Liu 29 180 0 25 Oct 2021
Geographical Knowledge-driven Representation Learning for Remote Sensing Images Wenyuan Li Keyan Chen Hao Chen Zhenwei Shi SSL 38 64 0 12 Jul 2021
Fusion of Dual Spatial Information for Hyperspectral Image Classification Puhong Duan Pedram Ghamisi Xudong Kang Behnood Rasti Shutao Li R. Gloaguen 20 101 0 23 Oct 2020
PolSAR Image Classification Based on Robust Low-Rank Feature Extraction and Markov Random Field Haixia Bi Jing Yao Z. Wei Danfeng Hong Jocelyn Chanussot 28 14 0 13 Sep 2020
More Diverse Means Better: Multimodal Deep Learning Meets Remote Sensing Imagery Classification Danfeng Hong Lianru Gao Naoto Yokoya Jing Yao Jocelyn Chanussot Q. Du Bing Zhang 44 950 0 12 Aug 2020
Graph Convolutional Networks for Hyperspectral Image Classification Danfeng Hong Lianru Gao Jing Yao Bing Zhang Antonio J. Plaza Jocelyn Chanussot 19 1,094 0 06 Aug 2020
Spectral Superresolution of Multispectral Imagery with Joint Sparse and Low-Rank Learning Lianru Gao Danfeng Hong Jing Yao Bing Zhang Paolo Gamba Jocelyn Chanussot 62 125 0 28 Jul 2020
Vehicle Detection of Multi-source Remote Sensing Data Using Active Fine-tuning Network Xin Wu Wei Li Danfeng Hong Jiaojiao Tian R. Tao Q. Du 10 53 0 16 Jul 2020
Hyperspectral Image Classification with Attention Aided CNNs Renlong Hang Zhu Li Qingshan Liu Pedram Ghamisi Shuvra S. Bhattacharyya 12 225 0 25 May 2020
Deep Image Translation with an Affinity-Based Change Prior for Unsupervised Multimodal Change Detection L. Luppino Michael C. Kampffmeyer F. Bianchi G. Moser S. Serpico Robert Jenssen S. N. Anfinsen 25 102 0 13 Jan 2020