Multi-scale Dynamic Graph Convolutional Network for Hyperspectral Image Classification

14 May 2019

Bo Du

Papers citing "Multi-scale Dynamic Graph Convolutional Network for Hyperspectral Image Classification"

34 / 34 papers shown

Title
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 102 1 0 21 Feb 2025
Dual-Branch Subpixel-Guided Network for Hyperspectral Image Classification Zhu Han Jin Yang Lianru Gao Zhiqiang Zeng Bing Zhang J. Chanussot 82 15 0 05 Dec 2024
Beyond Grid Data: Exploring Graph Neural Networks for Earth Observation Shan Zhao Zhaiyu Chen Zhitong Xiong Yilei Shi Sudipan Saha Xiao Xiang Zhu AI4CE 43 2 0 05 Nov 2024
GraphMamba: An Efficient Graph Structure Learning Vision Mamba for Hyperspectral Image Classification Aitao Yang Min Li Yao Ding Leyuan Fang Yaoming Cai Yujie He 52 8 0 11 Jul 2024
S2RC-GCN: A Spatial-Spectral Reliable Contrastive Graph Convolutional Network for Complex Land Cover Classification Using Hyperspectral Images Renxiang Guan Zihao Li Chujia Song Guo Yu Xianju Li Ruyi Feng 35 1 0 01 Apr 2024
A Heterogeneous Dynamic Convolutional Neural Network for Image Super-resolution Chunwei Tian Xuanyu Zhang Jia Ren Wangmeng Zuo Yanning Zhang Chia-Wen Lin SupR 24 1 0 24 Feb 2024
MultiScale Spectral-Spatial Convolutional Transformer for Hyperspectral Image Classification Zhiqiang Gong Xian Zhou Wen Yao ViT 16 1 0 28 Oct 2023
Filtration Surfaces for Dynamic Graph Classification Franz Srambical Bastian Alexander Rieck 19 1 0 07 Sep 2023
DCN-T: Dual Context Network with Transformer for Hyperspectral Image Classification Di Wang Jing Zhang Bo Du L. Zhang Dacheng Tao 14 50 0 19 Apr 2023
Spatio-Temporal driven Attention Graph Neural Network with Block Adjacency matrix (STAG-NN-BA) U. Nazir W. Islam M. Taj 16 3 0 25 Mar 2023
DWFormer: Dynamic Window transFormer for Speech Emotion Recognition Shuaiqi Chen Xiaofen Xing Weibin Zhang Weidong Chen Xiangmin Xu 25 15 0 03 Mar 2023
Bayesian Layer Graph Convolutioanl Network for Hyperspetral Image Classification Mingyang Zhang Ziqi Di Maoguo Gong Yue Wu Hao Li Xiangming Jiang BDL UQCV 23 0 0 14 Nov 2022
Multimodal learning with graphs Yasha Ektefaie George Dasoulas Ayush Noori Maha Farhat Marinka Zitnik 51 82 0 07 Sep 2022
Hyperspectral Image Classification With Contrastive Graph Convolutional Network Wentao Yu Sheng Wan Guangyu Li Jian Yang Chen Gong 35 25 0 11 May 2022
Remote Sensing Cross-Modal Text-Image Retrieval Based on Global and Local Information Zhiqiang Yuan Wenkai Zhang Changyuan Tian Xuee Rong Zhengyuan Zhang Hongqi Wang Kun Fu Xian Sun 16 122 0 21 Apr 2022
Adaptive Cross-Attention-Driven Spatial-Spectral Graph Convolutional Network for Hyperspectral Image Classification Jin-Yu Yang Hengchao Li Wen-Shuai Hu Lei Pan Q. Du 17 19 0 12 Apr 2022
A Dual Neighborhood Hypergraph Neural Network for Change Detection in VHR Remote Sensing Images Junzheng Wu Ruigang Fu Qiang Liu W. Ni Kenan Cheng Biao Li Yuli Sun 13 8 0 27 Feb 2022
Classification of Hyperspectral Images by Using Spectral Data and Fully Connected Neural Network Z. Dokur T. Ölmez 14 0 0 08 Jan 2022
SkipNode: On Alleviating Performance Degradation for Deep Graph Convolutional Networks Weigang Lu Yibing Zhan Binbin Lin Ziyu Guan Liu Liu Baosheng Yu Wei Zhao Yaming Yang Dacheng Tao GNN 13 13 0 22 Dec 2021
A Survey: Deep Learning for Hyperspectral Image Classification with Few Labeled Samples Sen Jia Shuguo Jiang Zhijie Lin Nanying Li Meng Xu Shiqi Yu VLM 32 272 0 03 Dec 2021
Hyperspectral Image Segmentation based on Graph Processing over Multilayer Networks Songyang Zhang Qinwen Deng Zhi Ding VOS 25 2 0 29 Nov 2021
MSHCNet: Multi-Stream Hybridized Convolutional Networks with Mixed Statistics in Euclidean/Non-Euclidean Spaces and Its Application to Hyperspectral Image Classification Shuang He Haitong Tang Xia Lu Hongjie Yan Ni-zhuan Wang 34 2 0 07 Oct 2021
RSI-Net: Two-Stream Deep Neural Network for Remote Sensing Imagesbased Semantic Segmentation Shuang He Xia Lu J. Gu Haitong Tang Qin Yu Kaiyue Liu H. Ding Chunqi Chang Ni-zhuan Wang 34 15 0 19 Sep 2021
Coupling Model-Driven and Data-Driven Methods for Remote Sensing Image Restoration and Fusion Huanfeng Shen Menghui Jiang Jie Li Chen Zhou Qiangqiang Yuan Liangpei Zhang 28 35 0 13 Aug 2021
Hyperspectral Remote Sensing Image Classification Based on Multi-scale Cross Graphic Convolution Yunsong Zhao Yin Li Zhihan Chen Tianchong Qiu Guo Liu 13 0 0 28 Jun 2021
Spectral-Spatial Global Graph Reasoning for Hyperspectral Image Classification Di Wang Bo Du L. Zhang 21 18 0 26 Jun 2021
Survey of Image Based Graph Neural Networks U. Nazir He-Nan Wang M. Taj GNN 16 6 0 11 Jun 2021
Semi-supervised Superpixel-based Multi-Feature Graph Learning for Hyperspectral Image Data Madeleine S. Kotzagiannidis Carola-Bibiane Schönlieb 13 14 0 27 Apr 2021
A Multiscale Graph Convolutional Network for Change Detection in Homogeneous and Heterogeneous Remote Sensing Images Junzheng Wu Biao Li Yao Qin W. Ni Han Zhang Yuli Sun 20 58 0 16 Feb 2021
Semi-supervised Hyperspectral Image Classification with Graph Clustering Convolutional Networks Hao Zeng Qingjie Liu Mingming Zhang Xiaoqing Han Yunhong Wang GNN 17 16 0 20 Dec 2020
Multi-Level Graph Convolutional Network with Automatic Graph Learning for Hyperspectral Image Classification Sheng Wan Chen Gong Shirui Pan Jie-jin Yang Jian Yang 27 3 0 19 Sep 2020
Few-Shot Hyperspectral Image Classification With Unknown Classes Using Multitask Deep Learning Shengjie Liu Q. Shi L. Zhang VLM 16 175 0 08 Sep 2020
Network Cooperation with Progressive Disambiguation for Partial Label Learning Yao Yao Chen Gong Jiehui Deng Jian Yang 16 24 0 22 Feb 2020
Hyperspectral Image Classification With Context-Aware Dynamic Graph Convolutional Network Sheng Wan Chen Gong P. Zhong Shirui Pan Guangyu Li Jian Yang 21 145 0 26 Sep 2019