Cover Image

Quantum Information-Empowered Graph Neural Network for Hyperspectral Change Detection

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Lin, Chia-Hsiang, Lin, Tzu-Hsuan, Chanussot, Jocelyn
Format:	Preprint
Published:	2024
Subjects:	Computer Vision and Pattern Recognition Image and Video Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Low-Rank Representations Meets Deep Unfolding: A Generalized and Interpretable Network for Hyperspectral Anomaly Detection
by: Li, Chenyu, et al.
Published: (2024)

Transformer-Driven Inverse Problem Transform for Fast Blind Hyperspectral Image Dehazing
by: Tang, Po-Wei, et al.
Published: (2025)

Image Processing and Machine Learning for Hyperspectral Unmixing: An Overview and the HySUPP Python Package
by: Rasti, Behnood, et al.
Published: (2023)

Dual-Branch Subpixel-Guided Network for Hyperspectral Image Classification
by: Han, Zhu, et al.
Published: (2024)

Quantum Feature-Empowered Deep Classification for Fast Mangrove Mapping
by: Lin, Chia-Hsiang, et al.
Published: (2025)

Spatial and Spatial-Spectral Morphological Mamba for Hyperspectral Image Classification
by: Ahmad, Muhammad, et al.
Published: (2024)

Hyperspectral Pansharpening: Critical Review, Tools and Future Perspectives
by: Ciotola, Matteo, et al.
Published: (2024)

Fast Semisupervised Unmixing Using Nonconvex Optimization
by: Rasti, Behnood, et al.
Published: (2024)

Evaluating the Label Efficiency of Contrastive Self-Supervised Learning for Multi-Resolution Satellite Imagery
by: Bourcier, Jules, et al.
Published: (2022)

Robust Hyperspectral Image Panshapring via Sparse Spatial-Spectral Representation
by: Lee, Chia-Ming, et al.
Published: (2025)

SpectralKAN: Weighted Activation Distribution Kolmogorov-Arnold Network for Hyperspectral Image Change Detection
by: Wang, Yanheng, et al.
Published: (2024)

Dynamic Cross-Modal Feature Interaction Network for Hyperspectral and LiDAR Data Classification
by: Lin, Junyan, et al.
Published: (2025)

HyFusion: Enhanced Reception Field Transformer for Hyperspectral Image Fusion
by: Lee, Chia-Ming, et al.
Published: (2025)

Spectral Dynamic Attention Network for Hyperspectral Image Super-Resolution
by: Zhang, Tengya, et al.
Published: (2026)

Hybrid Spatial-spectral Neural Network for Hyperspectral Image Denoising
by: Liang, Hao, et al.
Published: (2024)

Onboard Hyperspectral Super-Resolution with Deep Pushbroom Neural Network
by: Piccinini, Davide, et al.
Published: (2025)

Efficient and Accurate Hyperspectral Image Demosaicing with Neural Network Architectures
by: Wisotzky, Eric L., et al.
Published: (2023)

L-UNet: An LSTM Network for Remote Sensing Image Change Detection
by: Sun, Shuting, et al.
Published: (2026)

Robust Tumor Segmentation with Hyperspectral Imaging and Graph Neural Networks
by: Mostafa, Mayar Lotfy, et al.
Published: (2023)

BCDNet: A Fast Residual Neural Network For Invasive Ductal Carcinoma Detection
by: Lin, Yujia, et al.
Published: (2024)

Hyperspectral Image Classification Based on Faster Residual Multi-branch Spiking Neural Network
by: Liu, Yang, et al.
Published: (2024)

Hyperspectral Anomaly Detection Using Einstein Fuzzy Computing and Quantum Neural Network
by: Lin, Chia-Hsiang, et al.
Published: (2026)

PromptHSI: Universal Hyperspectral Image Restoration with Vision-Language Modulated Frequency Adaptation
by: Lee, Chia-Ming, et al.
Published: (2024)

Graph Unfolding and Sampling for Transitory Video Summarization via Gershgorin Disc Alignment
by: Sahami, Sadid, et al.
Published: (2024)

Physics-Inspired Degradation Models for Hyperspectral Image Fusion
by: Lian, Jie, et al.
Published: (2024)

CSAKD: Knowledge Distillation with Cross Self-Attention for Hyperspectral and Multispectral Image Fusion
by: Hsu, Chih-Chung, et al.
Published: (2024)

Deep Learning-Powered Classification of Thoracic Diseases in Chest X-Rays
by: Lei, Yiming, et al.
Published: (2025)

Spectral-wise Implicit Neural Representation for Hyperspectral Image Reconstruction
by: Chen, Huan, et al.
Published: (2023)

MGCR-Net:Multimodal Graph-Conditioned Vision-Language Reconstruction Network for Remote Sensing Change Detection
by: Wang, Chengming, et al.
Published: (2025)

Hybrid Convolutional and Attention Network for Hyperspectral Image Denoising
by: Hu, Shuai, et al.
Published: (2024)

Using Multi-scale SwinTransformer-HTC with Data augmentation in CoNIC Challenge
by: Lee, Chia-Yen, et al.
Published: (2022)

Advancements in Ship Detection: Comparative Analysis of Optical and Hyperspectral Sensors
by: Shamsi, Alyazia Al, et al.
Published: (2024)

Exploiting Frequency Correlation for Hyperspectral Image Reconstruction
by: Yan, Muge, et al.
Published: (2024)

Transfer Learning for Keypoint Detection in Low-Resolution Thermal TUG Test Images
by: Chen, Wei-Lun, et al.
Published: (2025)

Change Guiding Network: Incorporating Change Prior to Guide Change Detection in Remote Sensing Imagery
by: Han, Chengxi, et al.
Published: (2024)

Adaptive Multi-Order Graph Regularized NMF with Dual Sparsity for Hyperspectral Unmixing
by: Chen, Hui, et al.
Published: (2025)

Generative Adversarial Networks for Spatio-Spectral Compression of Hyperspectral Images
by: Fuchs, Martin Hermann Paul, et al.
Published: (2023)

In-Vivo Hyperspectral Human Brain Image Database for Brain Cancer Detection
by: Fabelo, H., et al.
Published: (2024)

Overcoming the Identity Mapping Problem in Self-Supervised Hyperspectral Anomaly Detection
by: Cui, Yongchuan, et al.
Published: (2025)

In2SET: Intra-Inter Similarity Exploiting Transformer for Dual-Camera Compressive Hyperspectral Imaging
by: Wang, Xin, et al.
Published: (2023)