Research

Papers for “image classification”

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

Title	Authors	Year	Source
Image Classification by Feature Dimension Reduction and Graph based Ranking	Yao Nan, Qian Feng, Sun Zuolei	2013	arxiv 1304.2683
Immiscible Color Flows in Optimal Transport Networks for Image Classification	Alessandro Lonardi, Diego Baptista, Caterina De Bacco	2022	arxiv 2205.02938
FairQuant: Fairness-Aware Mixed-Precision Quantization for Medical Image Classification	Thomas Woergaard, Raghavendra Selvan	2026	arxiv 2602.23192
Multi-Modal Traffic Analysis: Integrating Time-Series Forecasting, Accident Prediction, and Image Classification	Nivedita M, Yasmeen Shajitha S	2025	arxiv 2504.17232
End-to-End Optimization of JPEG-Based Deep Learning Process for Image Classification	Siyu Qi, Lahiru D. Chamain, Zhi Ding	2023	arxiv 2308.05840
Robust Visual Representation Learning with Multi-modal Prior Knowledge for Image Classification Under Distribution Shift	Hongkuan Zhou, Lavdim Halilaj, Sebastian Monka	2024	arxiv 2410.15981
Exploring Synergistic Ensemble Learning: Uniting CNNs, MLP-Mixers, and Vision Transformers to Enhance Image Classification	Mk Bashar, Ocean Monjur, Samia Islam	2025	arxiv 2504.09076
DaTscan SPECT Image Classification for Parkinson's Disease	Justin Quan, Lin Xu, Rene Xu	2019	arxiv 1909.04142
Real-Time Weather Image Classification with SVM	Eden Ship, Eitan Spivak, Shubham Agarwal	2024	arxiv 2409.00821
AGGRNet: Selective Feature Extraction and Aggregation for Enhanced Medical Image Classification	Ansh Makwe, Akansh Agrawal, Prateek Jain	2025	arxiv 2511.12382
Deep Metric Learning and Image Classification with Nearest Neighbour Gaussian Kernels	Benjamin J. Meyer, Ben Harwood, Tom Drummond	2017	arxiv 1705.09780
A Preliminary Study on Data Augmentation of Deep Learning for Image Classification	Benlin Hu, Cheng Lei, Dong Wang	2019	arxiv 1906.11887
Rule-Based Reinforcement Learning for Document Image Classification with Vision Language Models	Michael Jungo, Andreas Fischer	2025	arxiv 2509.22283
Hybrid Convolution and Vision Transformer NAS Search Space for TinyML Image Classification	Mikhael Djajapermana, Moritz Reiber, Daniel Mueller-Gritschneder	2025	arxiv 2511.02992
Frost filtered scale-invariant feature extraction and multilayer perceptron for hyperspectral image classification	G.Kalaiarasi, S.Maheswari	2020	arxiv 2006.12556
Multi-Level Graph Convolutional Network with Automatic Graph Learning for Hyperspectral Image Classification	Sheng Wan, Chen Gong, Shirui Pan	2020	arxiv 2009.09196
Weakly Semi-supervised Whole Slide Image Classification by Two-level Cross Consistency Supervision	Linhao Qu, Shiman Li, Xiaoyuan Luo	2025	arxiv 2504.12132
2nd Place Solution for ICCV 2021 VIPriors Image Classification Challenge: An Attract-and-Repulse Learning Approach	Yilu Guo, Shicai Yang, Weijie Chen	2022	arxiv 2206.06168
Jointly Resampling and Reconstructing Corrupted Images for Image Classification using Frequency-Selective Mesh-to-Grid Resampling	Viktoria Heimann, Andreas Spruck, André Kaup	2022	arxiv 2210.15444
Spectral-Spatial Global Graph Reasoning for Hyperspectral Image Classification	Di Wang, Bo Du, Liangpei Zhang	2021	arxiv 2106.13952

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