MambaHSI: Spatial-Spectral Mamba for Hyperspectral Image Classification

10 January 2025

Papers citing "MambaHSI: Spatial-Spectral Mamba for Hyperspectral Image Classification"

23 / 23 papers shown

Title
Vision Mamba in Remote Sensing: A Comprehensive Survey of Techniques, Applications and Outlook Muyi Bao Shuchang Lyu Zhaoyang Xu Huiyu Zhou Jinchang Ren Shiming Xiang X. Li Guangliang Cheng Mamba 72 0 0 01 May 2025
Mamba Based Feature Extraction And Adaptive Multilevel Feature Fusion For 3D Tumor Segmentation From Multi-modal Medical Image Zexin Ji Beiji Zou Xiaoyan Kui Hua Li P. Vera S. Ruan Mamba 41 0 0 30 Apr 2025
StereoMamba: Real-time and Robust Intraoperative Stereo Disparity Estimation via Long-range Spatial Dependencies X. Wang Jialang Xu S. Zhang Baoru Huang Danail Stoyanov E. Mazomenos Mamba 34 0 0 24 Apr 2025
HS-Mamba: Full-Field Interaction Multi-Groups Mamba for Hyperspectral Image Classification Hongxing Peng Kang Lin Huanai Liu Mamba 12 0 0 22 Apr 2025
ACMamba: Fast Unsupervised Anomaly Detection via An Asymmetrical Consensus State Space Model Guanchun Wang Xiangrong Zhang Yifei Zhang Zelin Peng Tianyang Zhang Xu Tang Licheng Jiao Mamba 29 0 0 16 Apr 2025
Global and Local Mamba Network for Multi-Modality Medical Image Super-Resolution Zexin Ji Beiji Zou Xiaoyan Kui S. Thureau S. Ruan Mamba MedIm 42 0 0 14 Apr 2025
Sparse Deformable Mamba for Hyperspectral Image Classification Lincoln Linlin Xu Yimin Zhu Zack Dewis Zhengsen Xu Motasem Alkayid Mabel Heffring Saeid Taleghanidoozdoozan Mamba 39 0 0 13 Apr 2025
Hyperspectral Remote Sensing Images Salient Object Detection: The First Benchmark Dataset and Baseline Peifu Liu Huiyan Bai Tingfa Xu Jihui Wang Huan Chen Jianan Li 38 0 0 03 Apr 2025
HyperFree: A Channel-adaptive and Tuning-free Foundation Model for Hyperspectral Remote Sensing Imagery Jingtao Li Y. Liu Xinyu Wang Yunning Peng Chen Sun ... Tian Ke Xiao Jiang Tangwei Lu Anran Zhao Yanfei Zhong VLM 47 0 0 27 Mar 2025
Adaptive Multi-Order Graph Regularized NMF with Dual Sparsity for Hyperspectral Unmixing Hui Chen Liangyu Liu Xianchao Xiu Wanquan Liu 42 0 0 25 Mar 2025
From Image- to Pixel-level: Label-efficient Hyperspectral Image Reconstruction Yihong Leng Jiaojiao Li Haitao Xu Rui Song 59 0 0 10 Mar 2025
Hybrid State-Space and GRU-based Graph Tokenization Mamba for Hyperspectral Image Classification Muhammad Ahmad Muhammad Hassaan Farooq Butt Muhammad Usama Manuel Mazzara Salvatore Distefano Adil Mehmood Khan Danfeng Hong 49 0 0 10 Feb 2025
DCT-Mamba3D: Spectral Decorrelation and Spatial-Spectral Feature Extraction for Hyperspectral Image Classification Weijia Cao Xiaofei Yang Yicong Zhou Zheng Zhang 65 0 0 04 Feb 2025
Monocular Visual Place Recognition in LiDAR Maps via Cross-Modal State Space Model and Multi-View Matching Gongxin Yao Xinyang Li Luowei Fu Yu Pan 23 1 0 08 Oct 2024
Remote Sensing Image Segmentation Using Vision Mamba and Multi-Scale Multi-Frequency Feature Fusion Yice Cao Chenchen Liu Zhenhua Wu Wenxin Yao Liu Xiong Jie Chen Zhixiang Huang Mamba 23 0 0 08 Oct 2024
SITSMamba for Crop Classification based on Satellite Image Time Series Xiaolei Qin Xin Su Liangpei Zhang Mamba 18 1 0 15 Sep 2024
Semantic-CC: Boosting Remote Sensing Image Change Captioning via Foundational Knowledge and Semantic Guidance Yongshuo Zhu Lu Li Keyan Chen Chenyang Liu Fugen Zhou Z. Shi 24 4 0 19 Jul 2024
DualMamba: A Lightweight Spectral-Spatial Mamba-Convolution Network for Hyperspectral Image Classification Jiamu Sheng Jingyi Zhou Jiong Wang Peng Ye Jiayuan Fan 32 12 0 11 Jun 2024
Spectral-Spatial Mamba for Hyperspectral Image Classification Lin Huang Yushi Chen Xin He Mamba 26 27 0 29 Apr 2024
PointMamba: A Simple State Space Model for Point Cloud Analysis Dingkang Liang Xin Zhou Wei Xu Xingkui Zhu Zhikang Zou Xiaoqing Ye Xinyu Wang Xiang Bai 77 87 0 16 Feb 2024
VM-UNet: Vision Mamba UNet for Medical Image Segmentation Jiacheng Ruan Suncheng Xiang Mamba 59 241 0 04 Feb 2024
U-Mamba: Enhancing Long-range Dependency for Biomedical Image Segmentation Jun Ma Feifei Li Bo Wang Mamba 72 314 0 09 Jan 2024
Hyperspectral Image Classification-Traditional to Deep Models: A Survey for Future Prospects Muhammad Ahmad Sidrah Shabbir S. K. Roy Danfeng Hong Xin Wu Jing Yao A. Khan Manuel Mazzara Salvatore Distefano Jocelyn Chanussot 46 172 0 15 Jan 2021