Imagen de Portada

Transformers Meet Hyperspectral Imaging: A Comprehensive Study of Models, Challenges and Open Problems

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Zhang, Guyang, Abdulla, Waleed
Formato:	Preprint
Publicado:	2025
Materias:	Computer Vision and Pattern Recognition Artificial Intelligence
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Class-Incremental Learning for Honey Botanical Origin Classification with Hyperspectral Images: A Study with Continual Backpropagation
por: Zhang, Guyang, et al.
Publicado: (2025)

Hyperspectral Imaging
por: Hong, Danfeng, et al.
Publicado: (2025)

OpenGPT-4o-Image: A Comprehensive Dataset for Advanced Image Generation and Editing
por: Chen, Zhihong, et al.
Publicado: (2025)

HM-Bench: A Comprehensive Benchmark for Multimodal Large Language Models in Hyperspectral Remote Sensing
por: Zhang, Xinyu, et al.
Publicado: (2026)

S$^2$Mamba: A Spatial-spectral State Space Model for Hyperspectral Image Classification
por: Wang, Guanchun, et al.
Publicado: (2024)

CLAReSNet: When Convolution Meets Latent Attention for Hyperspectral Image Classification
por: Bandyopadhyay, Asmit, et al.
Publicado: (2025)

Enhancing Hyperspectral Images via Diffusion Model and Group-Autoencoder Super-resolution Network
por: Wang, Zhaoyang, et al.
Publicado: (2024)

DiffCap-Bench: A Comprehensive, Challenging, Robust Benchmark for Image Difference Captioning
por: Wei, Yuancheng, et al.
Publicado: (2026)

Red Teaming Models for Hyperspectral Image Analysis Using Explainable AI
por: Zaigrajew, Vladimir, et al.
Publicado: (2024)

DSXFormer: Dual-Pooling Spectral Squeeze-Expansion and Dynamic Context Attention Transformer for Hyperspectral Image Classification
por: Ullah, Farhan, et al.
Publicado: (2026)

State Space Model Meets Transformer: A New Paradigm for 3D Object Detection
por: Wang, Chuxin, et al.
Publicado: (2025)

SpectralTrain: A Universal Framework for Hyperspectral Image Classification
por: Zhou, Meihua, et al.
Publicado: (2025)

FactoFormer: Factorized Hyperspectral Transformers with Self-Supervised Pretraining
por: Mohamed, Shaheer, et al.
Publicado: (2023)

TransGUNet: Transformer Meets Graph-based Skip Connection for Medical Image Segmentation
por: Nam, Ju-Hyeon, et al.
Publicado: (2025)

Learning Spectral Diffusion Prior for Hyperspectral Image Reconstruction
por: Yu, Mingyang, et al.
Publicado: (2025)

AEMIM: Adversarial Examples Meet Masked Image Modeling
por: Xiang, Wenzhao, et al.
Publicado: (2024)

GEWDiff: Geometric Enhanced Wavelet-based Diffusion Model for Hyperspectral Image Super-resolution
por: Wang, Sirui, et al.
Publicado: (2025)

Hyperspectral Anomaly Detection Methods: A Survey and Comparative Study
por: Pant, Aayushma, et al.
Publicado: (2025)

HSOD-BIT-V2: A New Challenging Benchmarkfor Hyperspectral Salient Object Detection
por: Qiu, Yuhao, et al.
Publicado: (2025)

Transformer-based Spatial Grounding: A Comprehensive Survey
por: Haq, Ijazul, et al.
Publicado: (2025)

SDTN and TRN: Adaptive Spectral-Spatial Feature Extraction for Hyperspectral Image Classification
por: Ye, Fuyin, et al.
Publicado: (2025)

Superpixelwise Low-rank Approximation based Partial Label Learning for Hyperspectral Image Classification
por: Yang, Shujun, et al.
Publicado: (2024)

Determining Mosaic Resilience in Sugarcane Plants using Hyperspectral Images
por: Zia, Ali, et al.
Publicado: (2025)

Hyperspectral Imaging-Based Perception in Autonomous Driving Scenarios: Benchmarking Baseline Semantic Segmentation Models
por: Shah, Imad Ali, et al.
Publicado: (2024)

AMBER -- Advanced SegFormer for Multi-Band Image Segmentation: an application to Hyperspectral Imaging
por: Dosi, Andrea, et al.
Publicado: (2024)

Spectral Discrepancy and Cross-modal Semantic Consistency Learning for Object Detection in Hyperspectral Image
por: He, Xiao, et al.
Publicado: (2025)

ViTs are Everywhere: A Comprehensive Study Showcasing Vision Transformers in Different Domain
por: Mia, Md Sohag, et al.
Publicado: (2023)

Hyperspectral Imaging-Based Grain Quality Assessment With Limited Labelled Data
por: Karmakar, Priyabrata, et al.
Publicado: (2024)

Local Background Estimation for Improved Gas Plume Identification in Hyperspectral Images
por: Jarman, Scout, et al.
Publicado: (2024)

S4DL: Shift-sensitive Spatial-Spectral Disentangling Learning for Hyperspectral Image Unsupervised Domain Adaptation
por: Feng, Jie, et al.
Publicado: (2024)

Voronoi-guided Bilateral 2D Gaussian Splatting for Arbitrary-Scale Hyperspectral Image Super-Resolution
por: Zhang, Jie, et al.
Publicado: (2026)

SAM2 for Image and Video Segmentation: A Comprehensive Survey
por: Jiaxing, Zhang, et al.
Publicado: (2025)

Aquila: A Hierarchically Aligned Visual-Language Model for Enhanced Remote Sensing Image Comprehension
por: Lu, Kaixuan, et al.
Publicado: (2024)

Electrolyzers-HSI: Close-Range Multi-Scene Hyperspectral Imaging Benchmark Dataset
por: Arbash, Elias, et al.
Publicado: (2025)

Unsupervised Tomato Split Anomaly Detection using Hyperspectral Imaging and Variational Autoencoders
por: Abdulsalam, Mahmoud, et al.
Publicado: (2025)

NukesFormers: Unpaired Hyperspectral Image Generation with Non-Uniform Domain Alignment
por: Li, Jiaojiao, et al.
Publicado: (2025)

Empirical Analysis of Anomaly Detection on Hyperspectral Imaging Using Dimension Reduction Methods
por: Kim, Dongeon, et al.
Publicado: (2024)

Augmenting Prototype Network with TransMix for Few-shot Hyperspectral Image Classification
por: Liu, Chun, et al.
Publicado: (2024)

SpectralEarth: Training Hyperspectral Foundation Models at Scale
por: Braham, Nassim Ait Ali, et al.
Publicado: (2024)

When SAM2 Meets Video Camouflaged Object Segmentation: A Comprehensive Evaluation and Adaptation
por: Zhou, Yuli, et al.
Publicado: (2024)