ML Anthology

Cultural Event Recognition by Subregion Classification with Convolutional Neural Network

Sungheon Park, Nojun Kwak
CVPRW 2015 pp. 45-50
doi:10.1109/CVPRW.2015.7301335 /cvprw/2015/park2015cvprw-cultural/

Abstract

In this paper, a novel cultural event classification algorithm based on convolutional neural networks is proposed. The proposed method firstly extracts regions that contain meaningful information. Then, convolutional neural networks are trained to classify the extracted regions. The final classification of a scene is performed by combining the classification results of each extracted region of the scene probabilistically. Compared to the state-of-the-art methods for classifying Chalearn Looking at People cultural event recognition database, the proposed methods shows competitive results.

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Cite

Text

Park and Kwak. "Cultural Event Recognition by Subregion Classification with Convolutional Neural Network." IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2015. doi:10.1109/CVPRW.2015.7301335

Markdown

[Park and Kwak. "Cultural Event Recognition by Subregion Classification with Convolutional Neural Network." IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2015.](https://mlanthology.org/cvprw/2015/park2015cvprw-cultural/) doi:10.1109/CVPRW.2015.7301335

BibTeX

@inproceedings{park2015cvprw-cultural,
  title     = {{Cultural Event Recognition by Subregion Classification with Convolutional Neural Network}},
  author    = {Park, Sungheon and Kwak, Nojun},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops},
  year      = {2015},
  pages     = {45-50},
  doi       = {10.1109/CVPRW.2015.7301335},
  url       = {https://mlanthology.org/cvprw/2015/park2015cvprw-cultural/}
}