Karnalim, Oscar and Budi, Setia and Santoso, Sulaeman and Handoyo, Erico Darmawan and Toba, Hapnes and Nguyen, Huyen and Malhotra, Vishv (2018) FACE - Face At Classroom Environment: Dataset and Exploration. In: 2018 Eight International Conference on Image Processing Theory, Tools and Applications (IPTA), 7-10 November 2018, China.
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Abstract
The rapid development in face detection study has been greatly supported by the availability of large image datasets, which provide detailed annotations of faces on images. However, among a number of publicly accessible datasets, to our best knowledge, none of them are specifically created for academic applications. In this paper, we propose a systematic method in forming an image dataset tailored for classroom environment. We also made our dataset and its exploratory analyses publicly available. Studies in computer vision for academic application, such as an automated student attendance system, would benefit from our dataset.
| Item Type: | Conference or Workshop Item (Paper) |
|---|---|
| Uncontrolled Keywords: | computer vision, face detection, face recognition, image dataset, data collection, automated attendance system, educational data mining |
| Subjects: | T Technology > T Technology (General) |
| Depositing User: | Perpustakaan Maranatha |
| Date Deposited: | 12 Feb 2019 09:47 |
| Last Modified: | 30 Aug 2023 10:34 |
| URI: | http://repository.maranatha.edu/id/eprint/25481 |
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