Research

Papers for “image classification”

Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.

Title	Authors	Year	Source
Learning Mid-Level Features and Modeling Neuron Selectivity for Image Classification	Shu Kong, Zhuolin Jiang, Qiang Yang	2014	arxiv 1401.5535
The Radon cumulative distribution transform and its application to image classification	Soheil Kolouri, Se Rim Park, Gustavo K. Rohde	2015	arxiv 1511.03206
On Study of the Binarized Deep Neural Network for Image Classification	Song Wang, Dongchun Ren, Li Chen	2016	arxiv 1602.07373
Combined statistical and model based texture features for improved image classification	Omar Al-Kadi	2015	arxiv 1512.08814
Hyperspectral Image Classification with Support Vector Machines on Kernel Distribution Embeddings	Gianni Franchi, Jesus Angulo, Dino Sejdinovic	2016	arxiv 1605.09136
Combining multiple resolutions into hierarchical representations for kernel-based image classification	Yanwei Cui, Sébastien Lefevre, Laetitia Chapel	2016	arxiv 1607.02654
A machine learning approach for image classification in synthetic aperture RADAR	Romina Gaburro, Patrick Healy, Shraddha Naidu	2025	arxiv 2508.04234
Generative Adversarial Networks and Probabilistic Graph Models for Hyperspectral Image Classification	Zilong Zhong, Jonathan Li	2018	arxiv 1802.03495
IamNN: Iterative and Adaptive Mobile Neural Network for Efficient Image Classification	Sam Leroux, Pavlo Molchanov, Pieter Simoens	2018	arxiv 1804.10123
Hybrid quantum transfer learning for crack image classification on NISQ hardware	Alexander Geng, Ali Moghiseh, Claudia Redenbach	2023	arxiv 2307.16723
HQFNN: A Compact Quantum-Fuzzy Neural Network for Accurate Image Classification	Jianhong Yao, Yangming Guo	2025	arxiv 2506.11146
HQCNN: A Hybrid Quantum-Classical Neural Network for Medical Image Classification	Shahjalal, Jahid Karim Fahim, Pintu Chandra Paul	2025	arxiv 2509.14277
Hybrid Vision Transformer and Quantum Convolutional Neural Network for Image Classification	Mingzhu Wang, Yun Shang	2025	arxiv 2510.12291
Multiclass Wound Image Classification using an Ensemble Deep CNN-based Classifier	Behrouz Rostami, D.M. Anisuzzaman, Chuanbo Wang	2020	arxiv 2010.09593
Aerial Image Classification in Scarce and Unconstrained Environments via Conformal Prediction	Farhad Pourkamali-Anaraki	2025	arxiv 2504.17655
Cross-domain Hyperspectral Image Classification based on Bi-directional Domain Adaptation	Yuxiang Zhang, Wei Li, Wen Jia	2025	arxiv 2507.02268
FedSDA: Federated Stain Distribution Alignment for Non-IID Histopathological Image Classification	Cheng-Chang Tsai, Kai-Wen Cheng, Chun-Shien Lu	2025	arxiv 2511.12044
SoK: A Systematic Evaluation of Backdoor Trigger Characteristics in Image Classification	Gorka Abad, Jing Xu, Stefanos Koffas	2023	arxiv 2302.01740
Bag of Tricks with Quantized Convolutional Neural Networks for image classification	Jie Hu, Mengze Zeng, Enhua Wu	2023	arxiv 2303.07080
GenMix: Combining Generative and Mixture Data Augmentation for Medical Image Classification	Hansang Lee, Haeil Lee, Helen Hong	2024	arxiv 2405.20650

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