PCMamba: Physics-Informed Cross-Modal State Space Model for Dual-Camera Compressive Hyperspectral Imaging
Fuente:
arXiv
Saved in:
| Main Authors: | Meng, Ge, Cai, Zhongnan, Tu, Jingyan, Wang, Yingying, Li, Chenxin, Huang, Yue, Ding, Xinghao |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
FRN: Fractal-Based Recursive Spectral Reconstruction Network
by: Meng, Ge, et al.
Published: (2025)
by: Meng, Ge, et al.
Published: (2025)
In2SET: Intra-Inter Similarity Exploiting Transformer for Dual-Camera Compressive Hyperspectral Imaging
by: Wang, Xin, et al.
Published: (2023)
by: Wang, Xin, et al.
Published: (2023)
Unsupervised Low-light Image Enhancement with Lookup Tables and Diffusion Priors
by: Lin, Yunlong, et al.
Published: (2024)
by: Lin, Yunlong, et al.
Published: (2024)
Dual Hyperspectral Mamba for Efficient Spectral Compressive Imaging
by: Dong, Jiahua, et al.
Published: (2024)
by: Dong, Jiahua, et al.
Published: (2024)
MetaSpectra+: A Compact Broadband Metasurface Camera for Snapshot Hyperspectral+ Imaging
by: Liu, Yuxuan, et al.
Published: (2026)
by: Liu, Yuxuan, et al.
Published: (2026)
High-Resolution Hyperspectral Video Imaging Using A Hexagonal Camera Array
by: Sippel, Frank, et al.
Published: (2024)
by: Sippel, Frank, et al.
Published: (2024)
Dual-Stream Attention Network for Hyperspectral Image Unmixing
by: Wang, Yufang, et al.
Published: (2024)
by: Wang, Yufang, et al.
Published: (2024)
Efficient Image Compression Using Advanced State Space Models
by: Arezki, Bouzid, et al.
Published: (2024)
by: Arezki, Bouzid, et al.
Published: (2024)
Field Calibration of Hyperspectral Cameras for Terrain Inference
by: Hanson, Nathaniel, et al.
Published: (2025)
by: Hanson, Nathaniel, et al.
Published: (2025)
MetaH2: A Snapshot Metasurface HDR Hyperspectral Camera
by: Liu, Yuxuan, et al.
Published: (2025)
by: Liu, Yuxuan, et al.
Published: (2025)
SLCGC: A lightweight Self-supervised Low-pass Contrastive Graph Clustering Network for Hyperspectral Images
by: Ding, Yao, et al.
Published: (2025)
by: Ding, Yao, et al.
Published: (2025)
Accelerating 4D Hyperspectral Imaging through Physics-Informed Neural Representation and Adaptive Sampling
by: Ho, Chi-Jui, et al.
Published: (2026)
by: Ho, Chi-Jui, et al.
Published: (2026)
Self-Supervised Elimination of Non-Independent Noise in Hyperspectral Imaging
by: Ding, Guangrui, et al.
Published: (2024)
by: Ding, Guangrui, et al.
Published: (2024)
Audio-Visual Cross-Modal Compression for Generative Face Video Coding
by: Xu, Youmin, et al.
Published: (2025)
by: Xu, Youmin, et al.
Published: (2025)
HINER: Neural Representation for Hyperspectral Image
by: Shi, Junqi, et al.
Published: (2024)
by: Shi, Junqi, et al.
Published: (2024)
MarsQE: Semantic-Informed Quality Enhancement for Compressed Martian Image
by: Liu, Chengfeng, et al.
Published: (2024)
by: Liu, Chengfeng, et al.
Published: (2024)
D-Compress: Detail-Preserving LiDAR Range Image Compression for Real-Time Streaming on Resource-Constrained Robots
by: Wang, Shengqian, et al.
Published: (2026)
by: Wang, Shengqian, et al.
Published: (2026)
Inter-Camera Color Correction for Multispectral Imaging with Camera Arrays Using a Consensus Image
by: Kossira, Katja, et al.
Published: (2024)
by: Kossira, Katja, et al.
Published: (2024)
CMamba: Learned Image Compression with State Space Models
by: Wu, Zhuojie, et al.
Published: (2025)
by: Wu, Zhuojie, et al.
Published: (2025)
HSRMamba: Efficient Wavelet Stripe State Space Model for Hyperspectral Image Super-Resolution
by: Li, Baisong, et al.
Published: (2025)
by: Li, Baisong, et al.
Published: (2025)
Generative Adversarial Networks for Spatio-Spectral Compression of Hyperspectral Images
by: Fuchs, Martin Hermann Paul, et al.
Published: (2023)
by: Fuchs, Martin Hermann Paul, et al.
Published: (2023)
A Lightweight Model for Perceptual Image Compression via Implicit Priors
by: Wei, Hao, et al.
Published: (2025)
by: Wei, Hao, et al.
Published: (2025)
Real-Time Compressed Sensing for Joint Hyperspectral Image Transmission and Restoration for CubeSat
by: Hsu, Chih-Chung, et al.
Published: (2024)
by: Hsu, Chih-Chung, et al.
Published: (2024)
Semantic-Enhanced Feature Matching with Learnable Geometric Verification for Cross-Modal Neuron Registration
by: Li, Wenwei, et al.
Published: (2025)
by: Li, Wenwei, et al.
Published: (2025)
HSRMamba: Contextual Spatial-Spectral State Space Model for Single Image Hyperspectral Super-Resolution
by: Chen, Shi, et al.
Published: (2025)
by: Chen, Shi, et al.
Published: (2025)
EEPNet: Efficient Edge Pixel-based Matching Network for Cross-Modal Dynamic Registration between LiDAR and Camera
by: Yue, Yuanchao, et al.
Published: (2024)
by: Yue, Yuanchao, et al.
Published: (2024)
Study of the gOMP Algorithm for Recovery of Compressed Sensed Hyperspectral Images
by: Justo, Jon Alvarez, et al.
Published: (2024)
by: Justo, Jon Alvarez, et al.
Published: (2024)
HyCoT: A Transformer-Based Autoencoder for Hyperspectral Image Compression
by: Fuchs, Martin Hermann Paul, et al.
Published: (2024)
by: Fuchs, Martin Hermann Paul, et al.
Published: (2024)
Dynamic Cross-Modal Feature Interaction Network for Hyperspectral and LiDAR Data Classification
by: Lin, Junyan, et al.
Published: (2025)
by: Lin, Junyan, et al.
Published: (2025)
Global and Local Attention-Based Transformer for Hyperspectral Image Change Detection
by: Wang, Ziyi, et al.
Published: (2024)
by: Wang, Ziyi, et al.
Published: (2024)
MDN: Mamba-Driven Dualstream Network For Medical Hyperspectral Image Segmentation
by: Lin, Shijie, et al.
Published: (2025)
by: Lin, Shijie, et al.
Published: (2025)
Advancements in Data Processing and Calibration for the Hyperspectral Imaging Satellite (HySIS)
by: Garg, Ankur, et al.
Published: (2024)
by: Garg, Ankur, et al.
Published: (2024)
Enhancing Adversarial Training with Prior Knowledge Distillation for Robust Image Compression
by: Cao, Zhi, et al.
Published: (2024)
by: Cao, Zhi, et al.
Published: (2024)
Stable Diffusion is a Natural Cross-Modal Decoder for Layered AI-generated Image Compression
by: Chen, Ruijie, et al.
Published: (2024)
by: Chen, Ruijie, et al.
Published: (2024)
Unsupervised Hyperspectral Image Super-Resolution via Self-Supervised Modality Decoupling
by: Du, Songcheng, et al.
Published: (2024)
by: Du, Songcheng, et al.
Published: (2024)
SSUMamba: Spatial-Spectral Selective State Space Model for Hyperspectral Image Denoising
by: Fu, Guanyiman, et al.
Published: (2024)
by: Fu, Guanyiman, et al.
Published: (2024)
Towards Robust Hyperspectral Unmixing: Mixed Noise Modeling and Image-Domain Regularization
by: Naganuma, Kazuki, et al.
Published: (2023)
by: Naganuma, Kazuki, et al.
Published: (2023)
Adaptive Regularized Low-Rank Tensor Decomposition for Hyperspectral Image Denoising and Destriping
by: Li, Dongyi, et al.
Published: (2024)
by: Li, Dongyi, et al.
Published: (2024)
HyperKING: Quantum-Classical Generative Adversarial Networks for Hyperspectral Image Restoration
by: Lin, Chia-Hsiang, et al.
Published: (2025)
by: Lin, Chia-Hsiang, et al.
Published: (2025)
Rethinking Coupled Tensor Analysis for Hyperspectral Super-Resolution: Recoverable Modeling Under Endmember Variability
by: Ding, Meng, et al.
Published: (2025)
by: Ding, Meng, et al.
Published: (2025)
Similar Items
-
FRN: Fractal-Based Recursive Spectral Reconstruction Network
by: Meng, Ge, et al.
Published: (2025) -
In2SET: Intra-Inter Similarity Exploiting Transformer for Dual-Camera Compressive Hyperspectral Imaging
by: Wang, Xin, et al.
Published: (2023) -
Unsupervised Low-light Image Enhancement with Lookup Tables and Diffusion Priors
by: Lin, Yunlong, et al.
Published: (2024) -
Dual Hyperspectral Mamba for Efficient Spectral Compressive Imaging
by: Dong, Jiahua, et al.
Published: (2024) -
MetaSpectra+: A Compact Broadband Metasurface Camera for Snapshot Hyperspectral+ Imaging
by: Liu, Yuxuan, et al.
Published: (2026)