Advancing Wheat Crop Analysis: A Survey of Deep Learning Approaches Using Hyperspectral Imaging
Fuente:
arXiv
Saved in:
| Main Authors: | Zidi, Fadi Abdeladhim, Ouafi, Abdelkrim, Bougourzi, Fares, Distante, Cosimo, Taleb-Ahmed, Abdelmalik |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
D-TrAttUnet: Toward Hybrid CNN-Transformer Architecture for Generic and Subtle Segmentation in Medical Images
by: Bougourzi, Fares, et al.
Published: (2024)
by: Bougourzi, Fares, et al.
Published: (2024)
Rethinking Attention Gated with Hybrid Dual Pyramid Transformer-CNN for Generalized Segmentation in Medical Imaging
by: Bougourzi, Fares, et al.
Published: (2024)
by: Bougourzi, Fares, et al.
Published: (2024)
Artificial Intelligence in Bone Metastasis Analysis: Current Advancements, Opportunities and Challenges
by: Afnouch, Marwa, et al.
Published: (2024)
by: Afnouch, Marwa, et al.
Published: (2024)
Ensembling and Test Augmentation for Covid-19 Detection and Covid-19 Domain Adaptation from 3D CT-Scans
by: Bougourzi, Fares, et al.
Published: (2024)
by: Bougourzi, Fares, et al.
Published: (2024)
LoLA-SpecViT: Local Attention SwiGLU Vision Transformer with LoRA for Hyperspectral Imaging
by: Zidi, Fadi Abdeladhim, et al.
Published: (2025)
by: Zidi, Fadi Abdeladhim, et al.
Published: (2025)
Boosting Hyperspectral Image Classification with Gate-Shift-Fuse Mechanisms in a Novel CNN-Transformer Approach
by: Guerri, Mohamed Fadhlallah, et al.
Published: (2024)
by: Guerri, Mohamed Fadhlallah, et al.
Published: (2024)
Comparative Analysis of Hyperspectral Image Reconstruction Using Deep Learning for Agricultural and Biological Applications
by: Ahmed, Md. Toukir, et al.
Published: (2024)
by: Ahmed, Md. Toukir, et al.
Published: (2024)
High-Resolution Hyperspectral Video Imaging Using A Hexagonal Camera Array
by: Sippel, Frank, et al.
Published: (2024)
by: Sippel, Frank, et al.
Published: (2024)
HINER: Neural Representation for Hyperspectral Image
by: Shi, Junqi, et al.
Published: (2024)
by: Shi, Junqi, et al.
Published: (2024)
Endmember Extraction from Hyperspectral Images Using Self-Dictionary Approach with Linear Programming
by: Mizutani, Tomohiko
Published: (2024)
by: Mizutani, Tomohiko
Published: (2024)
Dual-Stream Attention Network for Hyperspectral Image Unmixing
by: Wang, Yufang, et al.
Published: (2024)
by: Wang, Yufang, et al.
Published: (2024)
Self-Supervised Elimination of Non-Independent Noise in Hyperspectral Imaging
by: Ding, Guangrui, et al.
Published: (2024)
by: Ding, Guangrui, et al.
Published: (2024)
Hyperspectral Image Reconstruction for Predicting Chick Embryo Mortality Towards Advancing Egg and Hatchery Industry
by: Ahmed, Md. Toukir, et al.
Published: (2024)
by: Ahmed, Md. Toukir, et al.
Published: (2024)
Global and Local Attention-Based Transformer for Hyperspectral Image Change Detection
by: Wang, Ziyi, et al.
Published: (2024)
by: Wang, Ziyi, et al.
Published: (2024)
MDN: Mamba-Driven Dualstream Network For Medical Hyperspectral Image Segmentation
by: Lin, Shijie, et al.
Published: (2025)
by: Lin, Shijie, et al.
Published: (2025)
Advancements in Data Processing and Calibration for the Hyperspectral Imaging Satellite (HySIS)
by: Garg, Ankur, et al.
Published: (2024)
by: Garg, Ankur, et al.
Published: (2024)
Onboard Processing of Hyperspectral Imagery: Deep Learning Advancements, Methodologies, Challenges, and Emerging Trends
by: Ghasemi, Nafiseh, et al.
Published: (2024)
by: Ghasemi, Nafiseh, et al.
Published: (2024)
Towards Robust Hyperspectral Unmixing: Mixed Noise Modeling and Image-Domain Regularization
by: Naganuma, Kazuki, et al.
Published: (2023)
by: Naganuma, Kazuki, et al.
Published: (2023)
Adaptive Regularized Low-Rank Tensor Decomposition for Hyperspectral Image Denoising and Destriping
by: Li, Dongyi, et al.
Published: (2024)
by: Li, Dongyi, et al.
Published: (2024)
MetaSpectra+: A Compact Broadband Metasurface Camera for Snapshot Hyperspectral+ Imaging
by: Liu, Yuxuan, et al.
Published: (2026)
by: Liu, Yuxuan, et al.
Published: (2026)
HyperKING: Quantum-Classical Generative Adversarial Networks for Hyperspectral Image Restoration
by: Lin, Chia-Hsiang, et al.
Published: (2025)
by: Lin, Chia-Hsiang, et al.
Published: (2025)
Efficient Image Compression Using Advanced State Space Models
by: Arezki, Bouzid, et al.
Published: (2024)
by: Arezki, Bouzid, et al.
Published: (2024)
Hyperspectral Anomaly Detection Using Einstein Fuzzy Computing and Quantum Neural Network
by: Lin, Chia-Hsiang, et al.
Published: (2026)
by: Lin, Chia-Hsiang, et al.
Published: (2026)
Unsupervised Super-Resolution of Hyperspectral Remote Sensing Images Using Fully Synthetic Training
by: Xu, Xinxin, et al.
Published: (2026)
by: Xu, Xinxin, et al.
Published: (2026)
A Survey on Medical Image Compression: From Traditional to Learning-Based Approaches
by: Tong, Guofeng, et al.
Published: (2025)
by: Tong, Guofeng, et al.
Published: (2025)
Fast Hyperspectral Reconstruction for Neutron Computed Tomography Using Subspace Extraction
by: Chowdhury, Mohammad Samin Nur, et al.
Published: (2024)
by: Chowdhury, Mohammad Samin Nur, et al.
Published: (2024)
Benchmarking Deep Learning and Statistical Target Detection Methods for PFM-1 Landmine Detection in UAV Hyperspectral Imagery
by: Lekhak, Sagar, et al.
Published: (2026)
by: Lekhak, Sagar, et al.
Published: (2026)
Active Optics for Hyperspectral Imaging of Reflective Agricultural Leaf Sensors
by: Burns, Dexter, et al.
Published: (2025)
by: Burns, Dexter, et al.
Published: (2025)
Preventing Overfitting in Deep Image Prior for Hyperspectral Image Denoising
by: Gkotsis, Panagiotis, et al.
Published: (2026)
by: Gkotsis, Panagiotis, et al.
Published: (2026)
Reinforcement Learning for Ultrasound Image Analysis A Comprehensive Review of Advances and Applications
by: Ezzelarab, Maha, et al.
Published: (2025)
by: Ezzelarab, Maha, et al.
Published: (2025)
SLCGC: A lightweight Self-supervised Low-pass Contrastive Graph Clustering Network for Hyperspectral Images
by: Ding, Yao, et al.
Published: (2025)
by: Ding, Yao, et al.
Published: (2025)
ExplainS2A: Explainable Spectral-Spatial Duality Model for Fast Transforming Sentinel-2 Image to AVIRIS-Level Hyperspectral Image
by: Lin, Chia-Hsiang, et al.
Published: (2026)
by: Lin, Chia-Hsiang, et al.
Published: (2026)
Deep Diversity-Enhanced Feature Representation of Hyperspectral Images
by: Hou, Jinhui, et al.
Published: (2023)
by: Hou, Jinhui, et al.
Published: (2023)
Unrolling Plug-and-Play Network for Hyperspectral Unmixing
by: Zhao, Min, et al.
Published: (2024)
by: Zhao, Min, et al.
Published: (2024)
Fast Hyperspectral Neutron Tomography
by: Chowdhury, Mohammad Samin Nur, et al.
Published: (2024)
by: Chowdhury, Mohammad Samin Nur, et al.
Published: (2024)
Dominant Sets Based Band Selection in Hyperspectral Imagery
by: Haliloğlu, Onur, et al.
Published: (2026)
by: Haliloğlu, Onur, et al.
Published: (2026)
Hyperspectral Spatial Super-Resolution using Keystone Error
by: Garg, Ankur, et al.
Published: (2024)
by: Garg, Ankur, et al.
Published: (2024)
Multicollinearity-Aware Parameter-Free Strategy for Hyperspectral Band Selection: A Dependence Measures-Based Approach
by: Deb, Dibyabha, et al.
Published: (2025)
by: Deb, Dibyabha, et al.
Published: (2025)
Enhanced Secure Transmission of Medical Images through OFDM using Hyperchaotic Systems
by: Bouchekout, Nada, et al.
Published: (2024)
by: Bouchekout, Nada, et al.
Published: (2024)
Deep Equilibrium Convolutional Sparse Coding for Hyperspectral Image Denoising
by: Ye, Jin, et al.
Published: (2025)
by: Ye, Jin, et al.
Published: (2025)
Similar Items
-
D-TrAttUnet: Toward Hybrid CNN-Transformer Architecture for Generic and Subtle Segmentation in Medical Images
by: Bougourzi, Fares, et al.
Published: (2024) -
Rethinking Attention Gated with Hybrid Dual Pyramid Transformer-CNN for Generalized Segmentation in Medical Imaging
by: Bougourzi, Fares, et al.
Published: (2024) -
Artificial Intelligence in Bone Metastasis Analysis: Current Advancements, Opportunities and Challenges
by: Afnouch, Marwa, et al.
Published: (2024) -
Ensembling and Test Augmentation for Covid-19 Detection and Covid-19 Domain Adaptation from 3D CT-Scans
by: Bougourzi, Fares, et al.
Published: (2024) -
LoLA-SpecViT: Local Attention SwiGLU Vision Transformer with LoRA for Hyperspectral Imaging
by: Zidi, Fadi Abdeladhim, et al.
Published: (2025)