Copertina

Investigation of Hierarchical Spectral Vision Transformer Architecture for Classification of Hyperspectral Imagery

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Liu, Wei, Prasad, Saurabh, Crawford, Melba
Natura:	Preprint
Pubblicazione:	2024
Soggetti:	Computer Vision and Pattern Recognition
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

A Sensor Agnostic Domain Generalization Framework for Leveraging Geospatial Foundation Models: Enhancing Semantic Segmentation viaSynergistic Pseudo-Labeling and Generative Learning
di: Yaghmour, Anan, et al.
Pubblicazione: (2025)

Label-Efficient Hyperspectral Image Classification via Spectral FiLM Modulation of Low-Level Pretrained Diffusion Features
di: Hu, Yuzhen, et al.
Pubblicazione: (2025)

UniDiff: Parameter-Efficient Adaptation of Diffusion Models for Land Cover Classification with Multi-Modal Remotely Sensed Imagery and Sparse Annotations
di: Hu, Yuzhen, et al.
Pubblicazione: (2025)

Pyramid Hierarchical Transformer for Hyperspectral Image Classification
di: Ahmad, Muhammad, et al.
Pubblicazione: (2024)

DINO Soars: DINOv3 for Open-Vocabulary Semantic Segmentation of Remote Sensing Imagery
di: Faulkenberry, Ryan, et al.
Pubblicazione: (2026)

MVNet: Hyperspectral Remote Sensing Image Classification Based on Hybrid Mamba-Transformer Vision Backbone Architecture
di: Li, Guandong, et al.
Pubblicazione: (2025)

DiffFormer: a Differential Spatial-Spectral Transformer for Hyperspectral Image Classification
di: Ahmad, Muhammad, et al.
Pubblicazione: (2024)

SSFT: A Lightweight Spectral-Spatial Fusion Transformer for Generic Hyperspectral Classification
di: Musiat, Alexander, et al.
Pubblicazione: (2026)

Spectral-Spatial Mamba for Hyperspectral Image Classification
di: Huang, Lingbo, et al.
Pubblicazione: (2024)

Dual-stage Hyperspectral Image Classification Model with Spectral Supertoken
di: Liu, Peifu, et al.
Pubblicazione: (2024)

Hyperspectral Image Classification via Transformer-based Spectral-Spatial Attention Decoupling and Adaptive Gating
di: Li, Guandong, et al.
Pubblicazione: (2025)

Boosting the Generalization Ability for Hyperspectral Image Classification using Spectral-spatial Axial Aggregation Transformer
di: Zhao, Enzhe, et al.
Pubblicazione: (2023)

SpectralMamba: Efficient Mamba for Hyperspectral Image Classification
di: Yao, Jing, et al.
Pubblicazione: (2024)

Spectral Graph Reasoning Network for Hyperspectral Image Classification
di: Wang, Huiling
Pubblicazione: (2024)

On Vision Transformers for Classification Tasks in Side-Scan Sonar Imagery
di: Sheffield, BW, et al.
Pubblicazione: (2024)

Hierarchical Re-Classification: Combining Animal Classification Models with Vision Transformers
di: Markoff, Hugo, et al.
Pubblicazione: (2025)

Hyperspectral Image Classification via Efficient Global Spectral Supertoken Clustering
di: Liu, Peifu, et al.
Pubblicazione: (2026)

Multi-head Spatial-Spectral Mamba for Hyperspectral Image Classification
di: Ahmad, Muhammad, et al.
Pubblicazione: (2024)

Hyperspectral Image Classification using Spectral-Spatial Mixer Network
di: Alkhatib, Mohammed Q.
Pubblicazione: (2025)

MambaHSI: Spatial-Spectral Mamba for Hyperspectral Image Classification
di: Li, Yapeng, et al.
Pubblicazione: (2025)

SpectralEarth-FM: Bringing Hyperspectral Imagery into Multimodal Earth Observation Pretraining
di: Braham, Nassim Ait Ali, et al.
Pubblicazione: (2026)

Dynamic Memory Transformer for Hyperspectral Image Classification
di: Ahmad, Muhammad
Pubblicazione: (2025)

Hierarchical Vision Transformer with Prototypes for Interpretable Medical Image Classification
di: Gallée, Luisa, et al.
Pubblicazione: (2025)

Cross-Domain Transfer with Self-Supervised Spectral-Spatial Modeling for Hyperspectral Image Classification
di: Chao, Jianshu, et al.
Pubblicazione: (2026)

Rethinking Transformers Pre-training for Multi-Spectral Satellite Imagery
di: Noman, Mubashir, et al.
Pubblicazione: (2024)

C$^3$DG: Conditional Domain Generalization for Hyperspectral Imagery Classification with Convergence and Constrained-risk Theories
di: Gao, Zhe, et al.
Pubblicazione: (2024)

LGEST: Dynamic Spatial-Spectral Expert Routing for Hyperspectral Image Classification
di: Wen, Jiawen, et al.
Pubblicazione: (2026)

Spatial-Spectral Diffusion Contrastive Representation Network for Hyperspectral Image Classification
di: Zhu, Yimin, et al.
Pubblicazione: (2025)

Vision Transformers with Hierarchical Attention
di: Liu, Yun, et al.
Pubblicazione: (2021)

Unmixing-Guided Spatial-Spectral Mamba with Clustering Tokens for Hyperspectral Image Classification
di: Zhu, Yimin, et al.
Pubblicazione: (2026)

Spectral-Spatial Self-Supervised Learning for Few-Shot Hyperspectral Image Classification
di: Chen, Wenchen, et al.
Pubblicazione: (2025)

Dual Selective Fusion Transformer Network for Hyperspectral Image Classification
di: Xu, Yichu, et al.
Pubblicazione: (2024)

Hyperspectral Vision Transformers for Greenhouse Gas Estimations from Space
di: Avilés, Ruben Gonzalez, et al.
Pubblicazione: (2025)

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

Transformer-Driven Active Transfer Learning for Cross-Hyperspectral Image Classification
di: Ahmad, Muhammad, et al.
Pubblicazione: (2024)

Discrete Wavelet Transform-Based Capsule Network for Hyperspectral Image Classification
di: Gao, Zhiqiang, et al.
Pubblicazione: (2025)

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

Clustering-Guided Spatial-Spectral Mamba for Hyperspectral Image Classification
di: Dewis, Zack, et al.
Pubblicazione: (2026)

HyTAS: A Hyperspectral Image Transformer Architecture Search Benchmark and Analysis
di: Zhou, Fangqin, et al.
Pubblicazione: (2024)

HSSDCT: Factorized Spatial-Spectral Correlation for Hyperspectral Image Fusion
di: Lee, Chia-Ming, et al.
Pubblicazione: (2026)