v1v2 (latest)

CoSpace: Common Subspace Learning from Hyperspectral-Multispectral Correspondences

30 December 2018

Jocelyn Chanussot

Papers citing "CoSpace: Common Subspace Learning from Hyperspectral-Multispectral Correspondences"

35 / 35 papers shown

Title
HyperSIGMA: Hyperspectral Intelligence Comprehension Foundation Model Di Wang Meiqi Hu Yao Jin Yuchun Miao Jiaqi Yang ... Lefei Zhang Chen Wu Di Lin Dacheng Tao Liangpei Zhang 164 27 0 17 Jun 2024
A Comprehensive Survey for Hyperspectral Image Classification: The Evolution from Conventional to Transformers Muhammad Ahmad Salvatore Distifano Adil Mehmood Khan Manuel Mazzara Chenyu Li Jing Yao Hao Li Jagannath Aryal Gemine Vivone Danfeng Hong 130 7 0 23 Apr 2024
Learning transformer-based heterogeneously salient graph representation for multimodal remote sensing image classification Jiaqi Yang Bo Du Lefei Zhang 20 0 0 17 Nov 2023
Credible Remote Sensing Scene Classification Using Evidential Fusion on Aerial-Ground Dual-view Images Kun Zhao Qian Gao Siyuan Hao Jie Sun Lijian Zhou EDL 70 11 0 02 Jan 2023
Shared Manifold Learning Using a Triplet Network for Multiple Sensor Translation and Fusion with Missing Data Aditya Dutt Alina Zare P. Gader 42 9 0 25 Oct 2022
Self-supervised Learning in Remote Sensing: A Review Yi Wang C. Albrecht Nassim Ait Ali Braham Lichao Mou Xiao Xiang Zhu 159 228 0 27 Jun 2022
Pansharpening by convolutional neural networks in the full resolution framework Matteo Ciotola S. Vitale Antonio Mazza Giovanni Poggi Giuseppe Scarpa 67 74 0 16 Nov 2021
Deep Learning for UAV-based Object Detection and Tracking: A Survey Chao Xu Wei Li Danfeng Hong R. Tao Yong Liu 104 196 0 25 Oct 2021
Full-resolution quality assessment for pansharpening Giuseppe Scarpa Matteo Ciotola 130 35 0 13 Aug 2021
Multimodal Remote Sensing Benchmark Datasets for Land Cover Classification with A Shared and Specific Feature Learning Model Danfeng Hong Jingliang Hu Jing Yao Jocelyn Chanussot Xiaoxiang Zhu 58 218 0 21 May 2021
Endmember-Guided Unmixing Network (EGU-Net): A General Deep Learning Framework for Self-Supervised Hyperspectral Unmixing Danfeng Hong Lianru Gao Jing Yao Naoto Yokoya Jocelyn Chanussot U. Heiden Bing Zhang 72 160 0 21 May 2021
Triplet-Watershed for Hyperspectral Image Classification Aditya Challa Sravan Danda B. Sagar Laurent Najman 47 5 0 17 Mar 2021
Interpretable Hyperspectral AI: When Non-Convex Modeling meets Hyperspectral Remote Sensing Danfeng Hong Wei He Naoto Yokoya Jing Yao Lianru Gao Liangpei Zhang Jocelyn Chanussot Xiaoxiang Zhu 57 0 0 02 Mar 2021
Hyperspectral Image Classification-Traditional to Deep Models: A Survey for Future Prospects Muhammad Ahmad Sidrah Shabbir Swalpa Kumar Roy Danfeng Hong Xin Wu Jing Yao A. Khan Manuel Mazzara Salvatore Distefano Jocelyn Chanussot 170 260 0 15 Jan 2021
Divergence Regulated Encoder Network for Joint Dimensionality Reduction and Classification Joshua Peeples Sarah Walker Connor H. McCurley A. Zare James M. Keller Weihuang Xu 63 2 0 31 Dec 2020
Joint and Progressive Subspace Analysis (JPSA) with Spatial-Spectral Manifold Alignment for Semi-Supervised Hyperspectral Dimensionality Reduction Danfeng Hong Naoto Yokoya Jocelyn Chanussot Jian Xu Xiaoxiang Zhu 49 82 0 21 Sep 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 35 15 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 83 971 0 12 Aug 2020
Graph Convolutional Networks for Hyperspectral Image Classification Danfeng Hong Lianru Gao Jing Yao Bing Zhang Antonio J. Plaza Jocelyn Chanussot 93 1,118 0 06 Aug 2020
Polarimetric SAR Image Semantic Segmentation with 3D Discrete Wavelet Transform and Markov Random Field Haixia Bi Lin Xu Xiangyong Cao Yong Xue Zongben Xu 24 86 0 05 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 96 127 0 28 Jul 2020
Spatial-Spectral Manifold Embedding of Hyperspectral Data Danfeng Hong Jing Yao Xin Wu Jocelyn Chanussot Xiaoxiang Zhu 37 1 0 17 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 49 54 0 16 Jul 2020
Cross-Attention in Coupled Unmixing Nets for Unsupervised Hyperspectral Super-Resolution Jing Yao Danfeng Hong Jocelyn Chanussot Deyu Meng Xiaoxiang Zhu Zongben Xu 82 123 0 10 Jul 2020
X-ModalNet: A Semi-Supervised Deep Cross-Modal Network for Classification of Remote Sensing Data Danfeng Hong Naoto Yokoya Gui-Song Xia J. Chanussot X. Zhu 39 55 0 24 Jun 2020
Hyperspectral Image Classification with Attention Aided CNNs Renlong Hang Zhu Li Qingshan Liu Pedram Ghamisi Shuvra S. Bhattacharyya 54 229 0 25 May 2020
Multi-level Feature Fusion-based CNN for Local Climate Zone Classification from Sentinel-2 Images: Benchmark Results on the So2Sat LCZ42 Dataset C. Qiu Xiaochong Tong M. Schmitt B. Bechtel Xiaoxiang Zhu 82 54 0 16 May 2020
Learning Convolutional Sparse Coding on Complex Domain for Interferometric Phase Restoration Jian Kang Danfeng Hong Jialin Liu Gerald Baier Naoto Yokoya Begüm Demir 81 51 0 06 Mar 2020
Feature Extraction for Hyperspectral Imagery: The Evolution from Shallow to Deep (Overview and Toolbox) Behnood Rasti Danfeng Hong Renlong Hang Pedram Ghamisi Xudong Kang Jocelyn Chanussot J. Benediktsson 150 408 0 05 Mar 2020
Classification of Hyperspectral and LiDAR Data Using Coupled CNNs Renlong Hang Zhu Li Pedram Ghamisi Danfeng Hong Guiyu Xia Qingshan Liu 78 268 0 04 Feb 2020
A framework for large-scale mapping of human settlement extent from Sentinel-2 images via fully convolutional neural networks C. Qiu M. Schmitt Christian Gei T. Chen Xiaoxiang Zhu 85 59 0 31 Jan 2020
Invariant Attribute Profiles: A Spatial-Frequency Joint Feature Extractor for Hyperspectral Image Classification Danfeng Hong Xin Wu Pedram Ghamisi Jocelyn Chanussot Naoto Yokoya Xiaoxiang Zhu 82 233 0 18 Dec 2019
Learning Shared Cross-modality Representation Using Multispectral-LiDAR and Hyperspectral Data Danfeng Hong Jocelyn Chanussot Naoto Yokoya Jian Kang Xiaoxiang Zhu 51 54 0 18 Dec 2019
MIMA: MAPPER-Induced Manifold Alignment for Semi-Supervised Fusion of Optical Image and Polarimetric SAR Data Jingliang Hu Danfeng Hong Xiaoxiang Zhu 63 63 0 13 Jun 2019
ORSIm Detector: A Novel Object Detection Framework in Optical Remote Sensing Imagery Using Spatial-Frequency Channel Features Xin Wu Danfeng Hong Jiaojiao Tian Jocelyn Chanussot Wei Li R. Tao ObjD 78 187 0 23 Jan 2019