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Image Classification Based on Hierarchical Feature Construction Using Genetic Programming
| Content Provider | Semantic Scholar |
|---|---|
| Author | Suganuma, Masanori Tsuchiya, Daiki Shirakawa, Shinichi Nagao, Tomoharu |
| Copyright Year | 2016 |
| Abstract | In this paper, we propose a hierarchical feature construction method for image classification. Our method has two feature construction stages: (1) feature construction by a combination of existing image processing filters, and (2) feature construction by evolved filters. The combination of image filters and evolved filters are constructed step-by-step using genetic programming. We verify the classification performance of the proposed method on the small bowel images taken from a capsule endoscope. |
| File Format | PDF HTM / HTML |
| Alternate Webpage(s) | https://ipsj.ixsq.nii.ac.jp/ej/index.php?action=pages_view_main&active_action=repository_action_common_download&attribute_id=1&block_id=8&file_no=1&item_id=176339&item_no=1&page_id=13 |
| Alternate Webpage(s) | https://ipsj.ixsq.nii.ac.jp/ej/index.php?action=pages_view_main&active_action=repository_action_common_download&attribute_id=1&block_id=8&file_no=1&item_id=164477&item_no=1&page_id=13 |
| Alternate Webpage(s) | https://ipsj.ixsq.nii.ac.jp/ej/index.php?action=pages_view_main&active_action=repository_action_common_download&attribute_id=1&block_id=8&file_no=1&item_id=164526&item_no=1&page_id=13 |
| Language | English |
| Access Restriction | Open |
| Content Type | Text |
| Resource Type | Article |