Graph Convolutional Networks for Hyperspectral Image Classification

6 August 2020

Bing Zhang

Jocelyn Chanussot

Papers citing "Graph Convolutional Networks for Hyperspectral Image Classification"

32 / 32 papers shown

Title
HyperspectralMAE: The Hyperspectral Imagery Classification Model using Fourier-Encoded Dual-Branch Masked Autoencoder Wooyoung Jeong Hyun Jae Park Seonghun Jeong Jong Wook Jang Tae Hoon Lim Dae Seoung Kim 23 0 0 09 May 2025
Dual-Domain Masked Image Modeling: A Self-Supervised Pretraining Strategy Using Spatial and Frequency Domain Masking for Hyperspectral Data Shaheer Mohamed Tharindu Fernando S. Sridharan Peyman Moghadam Clinton Fookes 29 0 0 06 May 2025
Robust Tumor Segmentation with Hyperspectral Imaging and Graph Neural Networks Mayar Lotfy Anna Alperovich Tommaso Giannantonio Bjorn Barz Xiaohan Zhang ... Nassir Navab F. Boehm Carolin Schwamborn Thomas K. Hoffmann PatrickJ. Schuler 97 1 0 21 Feb 2025
MambaHSI: Spatial-Spectral Mamba for Hyperspectral Image Classification Yapeng Li Yong Luo L. Zhang Zengmao Wang Bo Du Mamba 58 57 0 10 Jan 2025
Transformer-Driven Inverse Problem Transform for Fast Blind Hyperspectral Image Dehazing Po-Wei Tang Chia-Hsiang Lin Yangrui Liu 38 6 0 03 Jan 2025
Quantum Information-Empowered Graph Neural Network for Hyperspectral Change Detection Chia-Hsiang Lin Tzu-Hsuan Lin Jocelyn Chanussot GNN 34 2 0 12 Nov 2024
DF4LCZ: A SAM-Empowered Data Fusion Framework for Scene-Level Local Climate Zone Classification Qianqian Wu Xianping Ma Jialu Sui Man-On Pun 29 3 0 14 Mar 2024
Neighborhood Attention Makes the Encoder of ResUNet Stronger for Accurate Road Extraction Ali Jamali S. K. Roy Jonathan Li Pedram Ghamisi 16 4 0 08 Jun 2023
Multi-scale Adaptive Fusion Network for Hyperspectral Image Denoising Haodong Pan Feng Gao Junyu Dong Q. Du 20 12 0 19 Apr 2023
A priori compression of convolutional neural networks for wave simulators Hamza Boukraichi N. Akkari F. Casenave David Ryckelynck 18 2 0 11 Apr 2023
Continual Graph Convolutional Network for Text Classification Tiandeng Wu Qijiong Liu Yinhao Cao yao. huang Xiao-Ming Wu Jiandong Ding GNN 8 9 0 09 Apr 2023
Deep Diversity-Enhanced Feature Representation of Hyperspectral Images Jinhui Hou Zhiyu Zhu Junhui Hou Hui Liu Huanqiang Zeng Deyu Meng 13 5 0 15 Jan 2023
Multimodal learning with graphs Yasha Ektefaie George Dasoulas Ayush Noori Maha Farhat Marinka Zitnik 38 82 0 07 Sep 2022
Semantic Interleaving Global Channel Attention for Multilabel Remote Sensing Image Classification Yongkun Liu Kesong Ni Yu-he Zhang Lijian Zhou Kun Zhao 20 10 0 04 Aug 2022
MPANet: Multi-Patch Attention For Infrared Small Target object Detection Ao Wang Wei Li Xin Wu Zhanchao Huang Ran Tao 6 13 0 05 Jun 2022
Deep Posterior Distribution-based Embedding for Hyperspectral Image Super-resolution Jinhui Hou Zhiyu Zhu Junhui Hou Huanqiang Zeng Jinjian Wu Jiantao Zhou SupR 31 14 0 30 May 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 16 357 0 03 May 2022
Multiscale Convolutional Transformer with Center Mask Pretraining for Hyperspectral Image Classification Sen Jia Yifan Wang ViT 33 13 0 09 Mar 2022
Implicit Regularization in Hierarchical Tensor Factorization and Deep Convolutional Neural Networks Noam Razin Asaf Maman Nadav Cohen 28 29 0 27 Jan 2022
Towards Cross-Disaster Building Damage Assessment with Graph Convolutional Networks Ali Ismail M. Awad 8 5 0 25 Jan 2022
Asymmetric Hash Code Learning for Remote Sensing Image Retrieval Weiwei Song Zhi Gao Renwei Dian Pedram Ghamisi Yongjun Zhang J. Benediktsson 6 39 0 15 Jan 2022
NFANet: A Novel Method for Weakly Supervised Water Extraction from High-Resolution Remote Sensing Imagery Ming Lu Leyuan Fang Muxing Li Bob Zhang Yi Zhang Pedram Ghamisi 22 30 0 10 Jan 2022
3D Instance Segmentation of MVS Buildings Jiazhou Chen Yanghui Xu Shufang Lu Ronghua Liang Liangliang Nan ISeg 3DV 13 23 0 18 Dec 2021
Hyperspectral Image Segmentation based on Graph Processing over Multilayer Networks Songyang Zhang Qinwen Deng Zhi Ding VOS 17 2 0 29 Nov 2021
Deep Learning for UAV-based Object Detection and Tracking: A Survey Chao Xu Wei Li Danfeng Hong R. Tao Yong Liu 19 176 0 25 Oct 2021
Fusformer: A Transformer-based Fusion Approach for Hyperspectral Image Super-resolution Jin-Fan Hu Tingzhu Huang Liang-Jian Deng SupR 35 112 0 05 Sep 2021
Multi-patch Feature Pyramid Network for Weakly Supervised Object Detection in Optical Remote Sensing Images Pourya Shamsolmoali Jocelyn Chanussot Masoumeh Zareapoor Huiyu Zhou Jie Yang ObjD 16 28 0 18 Aug 2021
MSR-GCN: Multi-Scale Residual Graph Convolution Networks for Human Motion Prediction Lingwei Dang Yongwei Nie Chengjiang Long Qing Zhang Guiqing Li 3DH 25 194 0 16 Aug 2021
Spectral-Spatial Global Graph Reasoning for Hyperspectral Image Classification Di Wang Bo Du L. Zhang 10 18 0 26 Jun 2021
PolSAR Image Classification Based on Robust Low-Rank Feature Extraction and Markov Random Field Haixia Bi Jing Yao Z. Wei Danfeng Hong Jocelyn Chanussot 12 14 0 13 Sep 2020
Learning Convolutional Sparse Coding on Complex Domain for Interferometric Phase Restoration Jian Kang Danfeng Hong Jialin Liu Gerald Baier Naoto Yokoya Begum Demir 23 50 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 47 403 0 05 Mar 2020