Classification of Hyperspectral and LiDAR Data Using Coupled CNNs

4 February 2020

Papers citing "Classification of Hyperspectral and LiDAR Data Using Coupled CNNs"

22 / 22 papers shown

Title
Prototype-Based Information Compensation Network for Multi-Source Remote Sensing Data Classification Feng Gao Sheng Liu Chuanzheng Gong Xiaowei Zhou Jiayi Wang Junyu Dong Q. Du 26 0 0 06 May 2025
FDCT: Frequency-Aware Decomposition and Cross-Modal Token-Alignment for Multi-Sensor Target Classification S. Sami Md Golam Moula Mehedi Hasan Nasser M. Nasrabadi Raghuveer Rao 53 0 0 12 Mar 2025
ASANet: Asymmetric Semantic Aligning Network for RGB and SAR image land cover classification Pan Zhang Baochai Peng Chaoran Lu Quanjin Huang 81 1 0 03 Dec 2024
Unsupervised Band Selection Using Fused HSI and LiDAR Attention Integrating With Autoencoder Judy X Yang Jun Zhou Jing Wang Hui Tian Alan Wee-Chung Liew 41 0 0 08 Apr 2024
LiDAR-Guided Cross-Attention Fusion for Hyperspectral Band Selection and Image Classification Judy X Yang Jun Zhou Jing Wang Hui Tian Alan Wee-Chung Liew 36 21 0 05 Apr 2024
Multimodal Informative ViT: Information Aggregation and Distribution for Hyperspectral and LiDAR Classification Jiaqing Zhang Jie Lei Weiying Xie Geng Yang Daixun Li Yunsong Li 32 12 0 06 Jan 2024
Image Transformation for IoT Time-Series Data: A Review Duygu Altunkaya Feyza Yıldırım Okay S. Özdemir AI4TS 15 1 0 21 Nov 2023
Object Detection in Hyperspectral Image via Unified Spectral-Spatial Feature Aggregation Xiaohua He Chang-Fu Tang Xinwang Liu Wei Zhang Kun Sun Jiangfeng Xu 24 18 0 14 Jun 2023
Multimodal Hyperspectral Image Classification via Interconnected Fusion Lu Huo Jiahao Xia Leijie Zhang Haimin Zhang Min Xu 30 2 0 02 Apr 2023
Nearest Neighbor-Based Contrastive Learning for Hyperspectral and LiDAR Data Classification Meng Wang Feng Gao Junyu Dong Hengchao Li Q. Du SSL 42 68 0 09 Jan 2023
Common Practices and Taxonomy in Deep Multi-view Fusion for Remote Sensing Applications Francisco Mena Diego Arenas Marlon Nuske Andreas Dengel 34 3 0 20 Dec 2022
Shared Manifold Learning Using a Triplet Network for Multiple Sensor Translation and Fusion with Missing Data Aditya Dutt Alina Zare P. Gader 18 8 0 25 Oct 2022
Unsupervised multi-branch Capsule for Hyperspectral and LiDAR classification Quanfeng Xu Yigang Tang Yumei She 3DPC 27 2 0 15 Jun 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 23 357 0 03 May 2022
Deep Learning and Earth Observation to Support the Sustainable Development Goals Claudio Persello Jan Dirk Wegner Ronny Hansch D. Tuia Pedram Ghamisi M. Koeva Gustau Camps-Valls 26 4 0 21 Dec 2021
Single-stream CNN with Learnable Architecture for Multi-source Remote Sensing Data Yi Yang Daoye Zhu Tengteng Qu Qiangyu Wang Fuhu Ren Chengqi Cheng 37 19 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 27 209 0 21 May 2021
Hyperspectral and LiDAR data classification based on linear self-attention Min Feng Feng Gao Jianmei Fang Junyu Dong 22 9 0 06 Apr 2021
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 16 144 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 64 125 0 28 Jul 2020
Spatial-Spectral Manifold Embedding of Hyperspectral Data Danfeng Hong Jing Yao Xin Wu Jocelyn Chanussot Xiaoxiang Zhu 18 0 0 17 Jul 2020
Hyperspectral Image Classification with Attention Aided CNNs Renlong Hang Zhu Li Qingshan Liu Pedram Ghamisi Shuvra S. Bhattacharyya 14 225 0 25 May 2020