Copertina

A Benchmark Study of Neural Network Compression Methods for Hyperspectral Image Classification

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autore principale:	Shi, Sai
Natura:	Preprint
Pubblicazione:	2026
Soggetti:	Computer Vision and Pattern Recognition Machine Learning
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

MOB-GCN: A Novel Multiscale Object-Based Graph Neural Network for Hyperspectral Image Classification
di: Yang, Tuan-Anh, et al.
Pubblicazione: (2025)

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

Dual-Branch Residual Network for Cross-Domain Few-Shot Hyperspectral Image Classification with Refined Prototype
di: Qin, Anyong, et al.
Pubblicazione: (2025)

Label Semantics for Robust Hyperspectral Image Classification
di: Hassan, Rafin, et al.
Pubblicazione: (2025)

GraphMamba: An Efficient Graph Structure Learning Vision Mamba for Hyperspectral Image Classification
di: Yang, Aitao, et al.
Pubblicazione: (2024)

SIC: Similarity-Based Interpretable Image Classification with Neural Networks
di: Wolf, Tom Nuno, et al.
Pubblicazione: (2025)

A Distributed Hybrid Quantum Convolutional Neural Network for Medical Image Classification
di: Li, Yangyang, et al.
Pubblicazione: (2025)

Shapley Pruning for Neural Network Compression
di: Adamczewski, Kamil, et al.
Pubblicazione: (2024)

Manifold Learning for Hyperspectral Images
di: Harkat, Fethi, et al.
Pubblicazione: (2025)

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

Classification of Polarimetric SAR Images Using Compact Convolutional Neural Networks
di: Ahishali, Mete, et al.
Pubblicazione: (2020)

UnSegGNet: Unsupervised Image Segmentation using Graph Neural Networks
di: Reddy, Kovvuri Sai Gopal, et al.
Pubblicazione: (2024)

Gaussian Rank-Based Neighborhood Degree for Graph Neural Networks in Image Classification
di: Duarte, Rafael Mendonça, et al.
Pubblicazione: (2026)

Accelerating Image Classification with Graph Convolutional Neural Networks using Voronoi Diagrams
di: Gharasuie, Mustafa Mohammadi, et al.
Pubblicazione: (2025)

Identifying Bias in Deep Neural Networks Using Image Transforms
di: Erukude, Sai Teja, et al.
Pubblicazione: (2024)

Fast Graph Neural Network for Image Classification
di: Gharasuie, Mustafa Mohammadi, et al.
Pubblicazione: (2025)

Randomized Principal Component Analysis for Hyperspectral Image Classification
di: Ustuner, Mustafa
Pubblicazione: (2024)

Iterative Misclassification Error Training (IMET): An Optimized Neural Network Training Technique for Image Classification
di: Singh, Ruhaan, et al.
Pubblicazione: (2025)

HOG-CNN: Integrating Histogram of Oriented Gradients with Convolutional Neural Networks for Retinal Image Classification
di: Ahmed, Faisal
Pubblicazione: (2025)

Benchmarking Pathology Feature Extractors for Whole Slide Image Classification
di: Wölflein, Georg, et al.
Pubblicazione: (2023)

Distribution-Aware Tensor Decomposition for Compression of Convolutional Neural Networks
di: Kalle, Alper, et al.
Pubblicazione: (2025)

SELECT: A Large-Scale Benchmark of Data Curation Strategies for Image Classification
di: Feuer, Benjamin, et al.
Pubblicazione: (2024)

FGFP: A Fractional Gaussian Filter and Pruning for Deep Neural Networks Compression
di: Tu, Kuan-Ting, et al.
Pubblicazione: (2025)

Fine-grained Hierarchical Crop Type Classification from Integrated Hyperspectral EnMAP Data and Multispectral Sentinel-2 Time Series: A Large-scale Dataset and Dual-stream Transformer Method
di: Li, Wenyuan, et al.
Pubblicazione: (2025)

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

Explaining Deep Convolutional Neural Networks for Image Classification by Evolving Local Interpretable Model-agnostic Explanations
di: Wang, Bin, et al.
Pubblicazione: (2022)

EXACFS -- A CIL Method to mitigate Catastrophic Forgetting
di: Balasubramanian, S, et al.
Pubblicazione: (2024)

Beyond Toy Benchmarks: A Systematic Evaluation of OOD Detection Methods For Plant Pathology Classification
di: Shah, Devesh
Pubblicazione: (2026)

Semantic-Guided Generative Image Augmentation Method with Diffusion Models for Image Classification
di: Li, Bohan, et al.
Pubblicazione: (2023)

Hyperspectral Trajectory Image for Multi-Month Trajectory Anomaly Detection
di: Rahman, Md Awsafur, et al.
Pubblicazione: (2026)

Honey Adulteration Detection using Hyperspectral Imaging and Machine Learning
di: Al-Awadhi, Mokhtar A., et al.
Pubblicazione: (2025)

Six Sigma For Neural Networks: Taguchi-based optimization
di: Kodathala, Sai Varun
Pubblicazione: (2025)

A Hierarchical Fused Quantum Fuzzy Neural Network for Image Classification
di: Wu, Sheng-Yao, et al.
Pubblicazione: (2024)

A Stochastic Approach to Classification Error Estimates in Convolutional Neural Networks
di: Peleska, Jan, et al.
Pubblicazione: (2023)

GIMS: Image Matching System Based on Adaptive Graph Construction and Graph Neural Network
di: Song, Xianfeng, et al.
Pubblicazione: (2024)

LayerMerge: Neural Network Depth Compression through Layer Pruning and Merging
di: Kim, Jinuk, et al.
Pubblicazione: (2024)

Convolutional Neural Network Ensemble Learning for Hyperspectral Imaging-based Blackberry Fruit Ripeness Detection in Uncontrolled Farm Environment
di: Olisah, Chollette C., et al.
Pubblicazione: (2024)

Hybrid Spiking Neural Network -- Transformer Video Classification Model
di: Bateni, Aaron
Pubblicazione: (2024)

Neural NeRF Compression
di: Pham, Tuan, et al.
Pubblicazione: (2024)

Neural Image Compression with Text-guided Encoding for both Pixel-level and Perceptual Fidelity
di: Lee, Hagyeong, et al.
Pubblicazione: (2024)