Learning Shared Cross-modality Representation Using Multispectral-LiDAR
and Hyperspectral Data

v1v2 (latest)

Learning Shared Cross-modality Representation Using Multispectral-LiDAR and Hyperspectral Data

18 December 2019

Jocelyn Chanussot

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Papers citing "Learning Shared Cross-modality Representation Using Multispectral-LiDAR and Hyperspectral Data"

12 / 12 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
Object Detection in Hyperspectral Image via Unified Spectral-Spatial Feature Aggregation Xiaohua He Chang-Fu Tang Xinwang Liu Wei Zhang Kun Sun Jiangfeng Xu 80 19 0 14 Jun 2023
GAMUS: A Geometry-aware Multi-modal Semantic Segmentation Benchmark for Remote Sensing Data Zhitong Xiong Sining Chen Yi Wang Lichao Mou Xiao Xiang Zhu 66 6 0 24 May 2023
Nonlocal Patch-Based Fully-Connected Tensor Network Decomposition for Remote Sensing Image Inpainting Wen-Jie Zheng Xile Zhao Yu-Bang Zheng Z. Pang 114 20 0 13 Sep 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
Cross-Modal and Multimodal Data Analysis Based on Functional Mapping of Spectral Descriptors and Manifold Regularization M. Behmanesh Peyman Adibi Jocelyn Chanussot Sayyed Mohammad Saeed Ehsani 48 2 0 12 May 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
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
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
Coupled Convolutional Neural Network with Adaptive Response Function Learning for Unsupervised Hyperspectral Super-Resolution Ke-xin Zheng Lianru Gao Wenzhi Liao Danfeng Hong Bing Zhang X. Cui Jocelyn Chanussot 54 151 0 28 Jul 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
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