3D Fourier-based Global Feature Extraction for Hyperspectral Image Classification
Fuente:
arXiv
Saved in:
| Main Author: | Ahmad, Muhammad |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
EnergyFormer: Energy Attention with Fourier Embedding for Hyperspectral Image Classification
by: Sohail, Saad, et al.
Published: (2025)
by: Sohail, Saad, et al.
Published: (2025)
Sharpend Cosine Similarity based Neural Network for Hyperspectral Image Classification
by: Ahmad, Muhammad
Published: (2023)
by: Ahmad, Muhammad
Published: (2023)
Dynamic Memory Transformer for Hyperspectral Image Classification
by: Ahmad, Muhammad
Published: (2025)
by: Ahmad, Muhammad
Published: (2025)
Cosine-Normalized Attention for Hyperspectral Image Classification
by: Ahmad, Muhammad, et al.
Published: (2026)
by: Ahmad, Muhammad, et al.
Published: (2026)
Pyramid Hierarchical Transformer for Hyperspectral Image Classification
by: Ahmad, Muhammad, et al.
Published: (2024)
by: Ahmad, Muhammad, et al.
Published: (2024)
Hybrid State-Space and GRU-based Graph Tokenization Mamba for Hyperspectral Image Classification
by: Ahmad, Muhammad, et al.
Published: (2025)
by: Ahmad, Muhammad, et al.
Published: (2025)
Multi-head Spatial-Spectral Mamba for Hyperspectral Image Classification
by: Ahmad, Muhammad, et al.
Published: (2024)
by: Ahmad, Muhammad, et al.
Published: (2024)
DCT-Mamba3D: Spectral Decorrelation and Spatial-Spectral Feature Extraction for Hyperspectral Image Classification
by: Cao, Weijia, et al.
Published: (2025)
by: Cao, Weijia, et al.
Published: (2025)
SDTN and TRN: Adaptive Spectral-Spatial Feature Extraction for Hyperspectral Image Classification
by: Ye, Fuyin, et al.
Published: (2025)
by: Ye, Fuyin, et al.
Published: (2025)
Transformers Fusion across Disjoint Samples for Hyperspectral Image Classification
by: Ahmad, Muhammad, et al.
Published: (2024)
by: Ahmad, Muhammad, et al.
Published: (2024)
WaveMamba: Spatial-Spectral Wavelet Mamba for Hyperspectral Image Classification
by: Ahmad, Muhammad, et al.
Published: (2024)
by: Ahmad, Muhammad, et al.
Published: (2024)
Transformer-Driven Active Transfer Learning for Cross-Hyperspectral Image Classification
by: Ahmad, Muhammad, et al.
Published: (2024)
by: Ahmad, Muhammad, et al.
Published: (2024)
DiffFormer: a Differential Spatial-Spectral Transformer for Hyperspectral Image Classification
by: Ahmad, Muhammad, et al.
Published: (2024)
by: Ahmad, Muhammad, et al.
Published: (2024)
Importance of Disjoint Sampling in Conventional and Transformer Models for Hyperspectral Image Classification
by: Ahmad, Muhammad, et al.
Published: (2024)
by: Ahmad, Muhammad, et al.
Published: (2024)
Efficient Dynamic Attention 3D Convolution for Hyperspectral Image Classification
by: Li, Guandong, et al.
Published: (2025)
by: Li, Guandong, et al.
Published: (2025)
Hyperspectral Image Classification via Efficient Global Spectral Supertoken Clustering
by: Liu, Peifu, et al.
Published: (2026)
by: Liu, Peifu, et al.
Published: (2026)
Spatial and Spatial-Spectral Morphological Mamba for Hyperspectral Image Classification
by: Ahmad, Muhammad, et al.
Published: (2024)
by: Ahmad, Muhammad, et al.
Published: (2024)
3D Wavelet Convolutions with Extended Receptive Fields for Hyperspectral Image Classification
by: Li, Guandong, et al.
Published: (2025)
by: Li, Guandong, et al.
Published: (2025)
Exploring Multi-Timestep Multi-Stage Diffusion Features for Hyperspectral Image Classification
by: Zhou, Jingyi, et al.
Published: (2023)
by: Zhou, Jingyi, et al.
Published: (2023)
When Segmentation Meets Hyperspectral Image: New Paradigm for Hyperspectral Image Classification
by: Zhou, Weilian, et al.
Published: (2025)
by: Zhou, Weilian, et al.
Published: (2025)
A Comprehensive Survey for Hyperspectral Image Classification: The Evolution from Conventional to Transformers and Mamba Models
by: Ahmad, Muhammad, et al.
Published: (2024)
by: Ahmad, Muhammad, et al.
Published: (2024)
Dynamic 3D KAN Convolution with Adaptive Grid Optimization for Hyperspectral Image Classification
by: Li, Guandong, et al.
Published: (2025)
by: Li, Guandong, et al.
Published: (2025)
Triplet-Watershed for Hyperspectral Image Classification
by: Challa, Aditya, et al.
Published: (2021)
by: Challa, Aditya, et al.
Published: (2021)
AI-enabled Satellite Edge Computing: A Single-Pixel Feature based Shallow Classification Model for Hyperspectral Imaging
by: Fang, Li, et al.
Published: (2026)
by: Fang, Li, et al.
Published: (2026)
Hyperspectral Image Analysis with Subspace Learning-based One-Class Classification
by: Kilickaya, Sertac, et al.
Published: (2023)
by: Kilickaya, Sertac, et al.
Published: (2023)
MIAFEx: An Attention-based Feature Extraction Method for Medical Image Classification
by: Ramos-Soto, Oscar, et al.
Published: (2025)
by: Ramos-Soto, Oscar, et al.
Published: (2025)
Sparse Deformable Mamba for Hyperspectral Image Classification
by: Xu, Lincoln Linlin, et al.
Published: (2025)
by: Xu, Lincoln Linlin, et al.
Published: (2025)
Spectral-Spatial Mamba for Hyperspectral Image Classification
by: Huang, Lingbo, et al.
Published: (2024)
by: Huang, Lingbo, et al.
Published: (2024)
Hyperspectral Image Spectral-Spatial Feature Extraction via Tensor Principal Component Analysis
by: Ren, Yuemei, et al.
Published: (2024)
by: Ren, Yuemei, et al.
Published: (2024)
Spatial-Geometry Enhanced 3D Dynamic Snake Convolutional Neural Network for Hyperspectral Image Classification
by: Li, Guandong, et al.
Published: (2025)
by: Li, Guandong, et al.
Published: (2025)
3D-RCNet: Learning from Transformer to Build a 3D Relational ConvNet for Hyperspectral Image Classification
by: Jing, Haizhao, et al.
Published: (2024)
by: Jing, Haizhao, et al.
Published: (2024)
Fourier-enhanced Implicit Neural Fusion Network for Multispectral and Hyperspectral Image Fusion
by: Liang, Yu-Jie, et al.
Published: (2024)
by: Liang, Yu-Jie, et al.
Published: (2024)
SpectralMamba: Efficient Mamba for Hyperspectral Image Classification
by: Yao, Jing, et al.
Published: (2024)
by: Yao, Jing, et al.
Published: (2024)
Spectral Graph Reasoning Network for Hyperspectral Image Classification
by: Wang, Huiling
Published: (2024)
by: Wang, Huiling
Published: (2024)
SPECIAL: Zero-shot Hyperspectral Image Classification With CLIP
by: Pang, Li, et al.
Published: (2025)
by: Pang, Li, et al.
Published: (2025)
Honey Classification using Hyperspectral Imaging and Machine Learning
by: Al-Awadhi, Mokhtar A., et al.
Published: (2025)
by: Al-Awadhi, Mokhtar A., et al.
Published: (2025)
Cross-View-Prediction: Exploring Contrastive Feature for Hyperspectral Image Classification
by: Zhang, Anyu, et al.
Published: (2022)
by: Zhang, Anyu, et al.
Published: (2022)
Deep Modeling and Optimization of Medical Image Classification
by: Wu, Yihang, et al.
Published: (2025)
by: Wu, Yihang, et al.
Published: (2025)
A Set-based Approach for Feature Extraction of 3D CAD Models
by: Xu, Peng, et al.
Published: (2024)
by: Xu, Peng, et al.
Published: (2024)
Hyperspectral Image Classification using Spectral-Spatial Mixer Network
by: Alkhatib, Mohammed Q.
Published: (2025)
by: Alkhatib, Mohammed Q.
Published: (2025)
Similar Items
-
EnergyFormer: Energy Attention with Fourier Embedding for Hyperspectral Image Classification
by: Sohail, Saad, et al.
Published: (2025) -
Sharpend Cosine Similarity based Neural Network for Hyperspectral Image Classification
by: Ahmad, Muhammad
Published: (2023) -
Dynamic Memory Transformer for Hyperspectral Image Classification
by: Ahmad, Muhammad
Published: (2025) -
Cosine-Normalized Attention for Hyperspectral Image Classification
by: Ahmad, Muhammad, et al.
Published: (2026) -
Pyramid Hierarchical Transformer for Hyperspectral Image Classification
by: Ahmad, Muhammad, et al.
Published: (2024)