| Presentation | 2000/12/7 Proposal of New Hough Transform Algorithm Using Robust Statistics : LMedS Hough Transform Kunihito Kato, Hiroyasu Koshimizu, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this paper, we propose a new Hough transform algorithm called LMedS Hough transform, which uses the measure of least median of squares as the basis to estimate the line. This means that LMedS Hough transform can provide a new measure beyond the majority standard of the ordinary Hough transform, and therefore that LMedS Hough can detect lines just in the same way of LMedS line fitting procedure. In addition to this, because this algorithm is constructed on the Hough transform paradigm, the basic useful properties of Hough transform such as robustness to the noise, multi-line detection and global line detection are inherited in LMedS Hough algorithm. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Hough transform / Robust statistics / LMedS / Line detection |
| Paper # | PRMU2000-123 |
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| Conference Information | |
| Committee | PRMU |
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| Conference Date | 2000/12/7(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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| Vice Chair | |
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| 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) | Proposal of New Hough Transform Algorithm Using Robust Statistics : LMedS Hough Transform |
| Sub Title (in English) | |
| Keyword(1) | Hough transform |
| Keyword(2) | Robust statistics |
| Keyword(3) | LMedS |
| Keyword(4) | Line detection |
| 1st Author's Name | Kunihito Kato |
| 1st Author's Affiliation | Faculty of engineering, Gifu University() |
| 2nd Author's Name | Hiroyasu Koshimizu |
| 2nd Author's Affiliation | SCCS, Chukyo University |
| Date | 2000/12/7 |
| Paper # | PRMU2000-123 |
| Volume (vol) | vol.100 |
| Number (no) | 507 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |