Research

Papers for “image classification”

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

Title	Authors	Year	Source
Statistical Loss and Analysis for Deep Learning in Hyperspectral Image Classification	Zhiqiang Gong, Ping Zhong, Weidong Hu	2019	arxiv 1912.12385
Very high resolution Airborne PolSAR Image Classification using Convolutional Neural Networks	Minh-Tan Pham, Sébastien Lefèvre	2019	arxiv 1910.14578
Classifier-Guided Visual Correction of Noisy Labels for Image Classification Tasks	Alex Bäuerle, Heiko Neumann, Timo Ropinski	2018	arxiv 1808.03114
Improving accuracy and speeding up Document Image Classification through parallel systems	Javier Ferrando, Juan Luis Dominguez, Jordi Torres	2020	arxiv 2006.09141
ReMarNet: Conjoint Relation and Margin Learning for Small-Sample Image Classification	Xiaoxu Li, Liyun Yu, Xiaochen Yang	2020	arxiv 2006.15366
Hyperspectral Image Classification with Deep Metric Learning and Conditional Random Field	Yi Liang, Xin Zhao, Alan J.X. Guo	2019	arxiv 1903.06258
Deep Network Ensemble Learning applied to Image Classification using CNN Trees	Abdul Mueed Hafiz, Ghulam Mohiuddin Bhat	2020	arxiv 2008.00829
PK-GCN: Prior Knowledge Assisted Image Classification using Graph Convolution Networks	Xueli Xiao, Chunyan Ji, Thosini Bamunu Mudiyanselage	2020	arxiv 2009.11892
Practical Evaluation of Out-of-Distribution Detection Methods for Image Classification	Engkarat Techapanurak, Takayuki Okatani	2021	arxiv 2101.02447
Pixel DAG-Recurrent Neural Network for Spectral-Spatial Hyperspectral Image Classification	Xiufang Li, Qigong Sun, Lingling Li	2019	arxiv 1906.03607
Scalable Fine-grained Generated Image Classification Based on Deep Metric Learning	Xinsheng Xuan, Bo Peng, Wei Wang	2019	arxiv 1912.11082
HybridSN: Exploring 3D-2D CNN Feature Hierarchy for Hyperspectral Image Classification	Swalpa Kumar Roy, Gopal Krishna, Shiv Ram Dubey	2019	arxiv 1902.06701
An image classification approach for hole detection in wireless sensor networks	Se-Hang Cheong, Kim-Hou Ng, Yain-Whar Si	2022	arxiv 2204.00449
DGMIL: Distribution Guided Multiple Instance Learning for Whole Slide Image Classification	Linhao Qu, Xiaoyuan Luo, Shaolei Liu	2022	arxiv 2206.08861
Exploring Hierarchical Graph Representation for Large-Scale Zero-Shot Image Classification	Kai Yi, Xiaoqian Shen, Yunhao Gou	2022	arxiv 2203.01386
Shuffle Instances-based Vision Transformer for Pancreatic Cancer ROSE Image Classification	Tianyi Zhang, Youdan Feng, Yunlu Feng	2022	arxiv 2208.06833
Bi-directional Weakly Supervised Knowledge Distillation for Whole Slide Image Classification	Linhao Qu, Xiaoyuan Luo, Manning Wang	2022	arxiv 2210.03664
Quantum Probabilistic Label Refining: Enhancing Label Quality for Robust Image Classification	Fang Qi, Lu Peng, Zhengming Ding	2025	arxiv 2510.00528
Prototype-Based Multiple Instance Learning for Gigapixel Whole Slide Image Classification	Susu Sun, Dominique van Midden, Geert Litjens	2025	arxiv 2503.08384
MOC: Meta-Optimized Classifier for Few-Shot Whole Slide Image Classification	Tianqi Xiang, Yi Li, Qixiang Zhang	2025	arxiv 2508.09967

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