Efficient and Accurate Hyperspectral Image Demosaicing with Neural Network Architectures
Fuente:
arXiv
Saved in:
| Main Authors: | Wisotzky, Eric L., Wallburg, Lara, Hilsmann, Anna, Eisert, Peter, Wittenberg, Thomas, Göb, Stephan |
|---|---|
| Format: | Preprint |
| Published: |
2023
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Multispectral Stereo-Image Fusion for 3D Hyperspectral Scene Reconstruction
by: Wisotzky, Eric L., et al.
Published: (2023)
by: Wisotzky, Eric L., et al.
Published: (2023)
Automatic Tissue Differentiation in Parotidectomy using Hyperspectral Imaging
by: Wisotzky, Eric L., et al.
Published: (2024)
by: Wisotzky, Eric L., et al.
Published: (2024)
Intraoperative perfusion assessment by continuous, low-latency hyperspectral light-field imaging: development, methodology, and clinical application
by: Kray, Stefan, et al.
Published: (2025)
by: Kray, Stefan, et al.
Published: (2025)
PIDSR: Complementary Polarized Image Demosaicing and Super-Resolution
by: Zhou, Shuangfan, et al.
Published: (2025)
by: Zhou, Shuangfan, et al.
Published: (2025)
SDAT: Sub-Dataset Alternation Training for Improved Image Demosaicing
by: Becker, Yuval, et al.
Published: (2023)
by: Becker, Yuval, et al.
Published: (2023)
Multispectral Demosaicing via Dual Cameras
by: Tedla, SaiKiran, et al.
Published: (2025)
by: Tedla, SaiKiran, et al.
Published: (2025)
How to Best Combine Demosaicing and Denoising?
by: Guo, Yu, et al.
Published: (2024)
by: Guo, Yu, et al.
Published: (2024)
Retinex-RAWMamba: Bridging Demosaicing and Denoising for Low-Light RAW Image Enhancement
by: Chen, Xianmin, et al.
Published: (2024)
by: Chen, Xianmin, et al.
Published: (2024)
CDLNet: Noise-Adaptive Convolutional Dictionary Learning Network for Blind Denoising and Demosaicing
by: Janjušević, Nikola, et al.
Published: (2021)
by: Janjušević, Nikola, et al.
Published: (2021)
Hybrid Spatial-spectral Neural Network for Hyperspectral Image Denoising
by: Liang, Hao, et al.
Published: (2024)
by: Liang, Hao, et al.
Published: (2024)
Generative Model-Assisted Demosaicing for Cross-multispectral Cameras
by: Luo, Jiahui, et al.
Published: (2025)
by: Luo, Jiahui, et al.
Published: (2025)
On Efficient Neural Network Architectures for Image Compression
by: Zhang, Yichi, et al.
Published: (2024)
by: Zhang, Yichi, et al.
Published: (2024)
Robust Tumor Segmentation with Hyperspectral Imaging and Graph Neural Networks
by: Mostafa, Mayar Lotfy, et al.
Published: (2023)
by: Mostafa, Mayar Lotfy, et al.
Published: (2023)
MIPI 2024 Challenge on Demosaic for HybridEVS Camera: Methods and Results
by: Wu, Yaqi, et al.
Published: (2024)
by: Wu, Yaqi, et al.
Published: (2024)
Hyperspectral Image Classification Based on Faster Residual Multi-branch Spiking Neural Network
by: Liu, Yang, et al.
Published: (2024)
by: Liu, Yang, 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)
A New Multi-Picture Architecture for Learned Video Deinterlacing and Demosaicing with Parallel Deformable Convolution and Self-Attention Blocks
by: Ji, Ronglei, et al.
Published: (2024)
by: Ji, Ronglei, et al.
Published: (2024)
HINER: Neural Representation for Hyperspectral Image
by: Shi, Junqi, et al.
Published: (2024)
by: Shi, Junqi, et al.
Published: (2024)
Spectral-wise Implicit Neural Representation for Hyperspectral Image Reconstruction
by: Chen, Huan, et al.
Published: (2023)
by: Chen, Huan, et al.
Published: (2023)
Hybrid Convolutional and Attention Network for Hyperspectral Image Denoising
by: Hu, Shuai, et al.
Published: (2024)
by: Hu, Shuai, et al.
Published: (2024)
Event Camera Demosaicing via Swin Transformer and Pixel-focus Loss
by: Lu, Yunfan, et al.
Published: (2024)
by: Lu, Yunfan, et al.
Published: (2024)
Onboard Hyperspectral Super-Resolution with Deep Pushbroom Neural Network
by: Piccinini, Davide, et al.
Published: (2025)
by: Piccinini, Davide, et al.
Published: (2025)
Examining Joint Demosaicing and Denoising for Single-, Quad-, and Nona-Bayer Patterns
by: Tedla, SaiKiran, et al.
Published: (2025)
by: Tedla, SaiKiran, et al.
Published: (2025)
Efficient Feedback Gate Network for Hyperspectral Image Super-Resolution
by: Wang, Xufei, et al.
Published: (2025)
by: Wang, Xufei, 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)
Spectral Dynamic Attention Network for Hyperspectral Image Super-Resolution
by: Zhang, Tengya, et al.
Published: (2026)
by: Zhang, Tengya, et al.
Published: (2026)
Quantum Information-Empowered Graph Neural Network for Hyperspectral Change Detection
by: Lin, Chia-Hsiang, et al.
Published: (2024)
by: Lin, Chia-Hsiang, et al.
Published: (2024)
Efficient Hyperspectral Image Reconstruction Using Lightweight Separate Spectral Transformers
by: Li, Jianan, et al.
Published: (2026)
by: Li, Jianan, et al.
Published: (2026)
Hyperspectral Unmixing of Agricultural Images taken from UAV Using Adapted U-Net Architecture
by: Paura, Vytautas, et al.
Published: (2024)
by: Paura, Vytautas, et al.
Published: (2024)
DACN: Dual-Attention Convolutional Network for Hyperspectral Image Super-Resolution
by: Muhammad, Usman, et al.
Published: (2025)
by: Muhammad, Usman, et al.
Published: (2025)
HIDFlowNet: A Flow-Based Deep Network for Hyperspectral Image Denoising
by: Wang, Qizhou, et al.
Published: (2023)
by: Wang, Qizhou, et al.
Published: (2023)
Deep unfolding Network for Hyperspectral Image Super-Resolution with Automatic Exposure Correction
by: Fang, Yuan, et al.
Published: (2024)
by: Fang, Yuan, et al.
Published: (2024)
Multi-Fake Evolutionary Generative Adversarial Networks for Imbalance Hyperspectral Image Classification
by: Dam, Tanmoy, et al.
Published: (2021)
by: Dam, Tanmoy, et al.
Published: (2021)
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)
Transformer for Multitemporal Hyperspectral Image Unmixing
by: Li, Hang, et al.
Published: (2024)
by: Li, Hang, 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)
Towards Lightweight Hyperspectral Image Super-Resolution with Depthwise Separable Dilated Convolutional Network
by: Muhammad, Usman, et al.
Published: (2025)
by: Muhammad, Usman, et al.
Published: (2025)
Effects of Degradations on Deep Neural Network Architectures
by: Roy, Prasun, et al.
Published: (2018)
by: Roy, Prasun, et al.
Published: (2018)
Preventing Overfitting in Deep Image Prior for Hyperspectral Image Denoising
by: Gkotsis, Panagiotis, et al.
Published: (2026)
by: Gkotsis, Panagiotis, et al.
Published: (2026)
SpectralKAN: Weighted Activation Distribution Kolmogorov-Arnold Network for Hyperspectral Image Change Detection
by: Wang, Yanheng, et al.
Published: (2024)
by: Wang, Yanheng, et al.
Published: (2024)
Similar Items
-
Multispectral Stereo-Image Fusion for 3D Hyperspectral Scene Reconstruction
by: Wisotzky, Eric L., et al.
Published: (2023) -
Automatic Tissue Differentiation in Parotidectomy using Hyperspectral Imaging
by: Wisotzky, Eric L., et al.
Published: (2024) -
Intraoperative perfusion assessment by continuous, low-latency hyperspectral light-field imaging: development, methodology, and clinical application
by: Kray, Stefan, et al.
Published: (2025) -
PIDSR: Complementary Polarized Image Demosaicing and Super-Resolution
by: Zhou, Shuangfan, et al.
Published: (2025) -
SDAT: Sub-Dataset Alternation Training for Improved Image Demosaicing
by: Becker, Yuval, et al.
Published: (2023)