Research

Papers for “image classification”

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

Title	Authors	Year	Source
Band Attention Convolutional Networks For Hyperspectral Image Classification	Hongwei Dong, Lamei Zhang, Bin Zou	2019	arxiv 1906.04379
Cascaded Recurrent Neural Networks for Hyperspectral Image Classification	Renlong Hang, Qingshan Liu, Danfeng Hong	2019	arxiv 1902.10858
Multi-Stage Pathological Image Classification using Semantic Segmentation	Shusuke Takahama, Yusuke Kurose, Yusuke Mukuta	2019	arxiv 1910.04473
Deep Learning for Hyperspectral Image Classification: An Overview	Shutao Li, Weiwei Song, Leyuan Fang	2019	arxiv 1910.12861
Unsupervised Meta-Learning For Few-Shot Image Classification	Siavash Khodadadeh, Ladislau Bölöni, Mubarak Shah	2018	arxiv 1811.11819
Revisiting Metric Learning for Few-Shot Image Classification	Xiaomeng Li, Lequan Yu, Chi-Wing Fu	2019	arxiv 1907.03123
Deformable Gabor Feature Networks for Biomedical Image Classification	Xuan Gong, Xin Xia, Wentao Zhu	2020	arxiv 2012.04109
Few-shot Image Classification with Multi-Facet Prototypes	Kun Yan, Zied Bouraoui, Ping Wang	2021	arxiv 2102.00801
Texture CNN for Thermoelectric Metal Pipe Image Classification	Daniel Vriesman, Alessandro Zimmer, Alceu S. Britto Jr.	2019	arxiv 1905.12003
MoBiNet: A Mobile Binary Network for Image Classification	Hai Phan, Dang Huynh, Yihui He	2019	arxiv 1907.12629
Optimizing CNN-based Hyperspectral Image Classification on FPGAs	Shuanglong Liu, Ringo S.W. Chu, Xiwei Wang	2019	arxiv 1906.11834
The Effect of Visual Design in Image Classification	Naftali Cohen, Tucker Balch, Manuela Veloso	2019	arxiv 1907.09567
Deep Convolutional Spiking Neural Networks for Image Classification	Ruthvik Vaila, John Chiasson, Vishal Saxena	2019	arxiv 1903.12272
Dynamic Mode Decomposition based feature for Image Classification	Rahul-Vigneswaran K, Sachin-Kumar S, Neethu Mohan	2019	arxiv 1910.03188
Towards Robust Image Classification Using Sequential Attention Models	Daniel Zoran, Mike Chrzanowski, Po-Sen Huang	2019	arxiv 1912.02184
FedBABU: Towards Enhanced Representation for Federated Image Classification	Jaehoon Oh, Sangmook Kim, Se-Young Yun	2021	arxiv 2106.06042
OCFormer: One-Class Transformer Network for Image Classification	Prerana Mukherjee, Chandan Kumar Roy, Swalpa Kumar Roy	2022	arxiv 2204.11449
Negative Evidence Matters in Interpretable Histology Image Classification	Soufiane Belharbi, Marco Pedersoli, Ismail Ben Ayed	2022	arxiv 2201.02445
Uncertainty-based Network for Few-shot Image Classification	Minglei Yuan, Qian Xu, Chunhao Cai	2022	arxiv 2205.08157
A graph-transformer for whole slide image classification	Yi Zheng, Rushin H. Gindra, Emily J. Green	2022	arxiv 2205.09671

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