| Presentation | 2000/6/16 PRMU2000-39 Comparison and Evaluation of Edge Detection Algorithms By Using Edges Selected by Human Takahiro Sugiyama, Miho Ohsaki, Hideaki Ohno, Keiichi Abe, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | We propose a method for evaluating edge detection algorithms from the viewpoint of a visual task of humans through psychological tests. First we show framework of our evaluation procedures. We make ground truths on each method for an image, by selecting candidates for edge points of each method by human beings. Parameters of a edge detector are adjusted to the ground truth by using our proposed optimizing method. These results are evaluated by matched-pair test as visual task of human. This proposed method is applied to evaluate the detection performance of algorithms proposed by Canny, Deriche, Fukui, Marr-Hildreth and Sugiyama-Abe. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | edge detector comparison / performance evaluation / optimization of parameters / edge detec-tion / matched-pair test |
| Paper # | PRMU2000-39 |
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| Conference Information | |
| Committee | PRMU |
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| Conference Date | 2000/6/16(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | |
| Vice Chair | |
| Secretary | |
| Assistant | |
| Paper Information | |
| Registration To | Pattern Recognition and Media Understanding (PRMU) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | PRMU2000-39 Comparison and Evaluation of Edge Detection Algorithms By Using Edges Selected by Human |
| Sub Title (in English) | |
| Keyword(1) | edge detector comparison |
| Keyword(2) | performance evaluation |
| Keyword(3) | optimization of parameters |
| Keyword(4) | edge detec-tion |
| Keyword(5) | matched-pair test |
| 1st Author's Name | Takahiro Sugiyama |
| 1st Author's Affiliation | Department of Computer Science, Faculty of Information, Shizuoka University() |
| 2nd Author's Name | Miho Ohsaki |
| 2nd Author's Affiliation | Department of Computer Science, Faculty of Information, Shizuoka University |
| 3rd Author's Name | Hideaki Ohno |
| 3rd Author's Affiliation | Department of Computer Science, Faculty of Information, Shizuoka University |
| 4th Author's Name | Keiichi Abe |
| 4th Author's Affiliation | Department of Computer Science, Faculty of Information, Shizuoka University |
| Date | 2000/6/16 |
| Paper # | PRMU2000-39 |
| Volume (vol) | vol.100 |
| Number (no) | 135 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |