| Presentation | 2012-01-20 Automatic Polyp Detection in Endoscopy Image Using Hessian Filter Takayuki Shinohara, Yuji Iwahori, Shinji Fukui, Kunio Kasugai, |
|---|---|
| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In the medical examination with an endoscope on the medical scene, the automatic polyp detection is aimed to support the manipulation of the endoscope. This paper proposes a method which the polyp is detected using Hessian filter. First, a region with swelling is detected as a polyp candidate region using Hessian filter. Next, color features and edge features are extracted from the polyp candidate, and a polyp is detected by it classify with SVM. The effectiveness of the proposed method was confirmed in the experiment using the actual endoscopic images. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Endoscopic Image / Automatic Polyp Detection / Support Vector Machine |
| Paper # | MI2011-132 |
| Date of Issue |
| Conference Information | |
| Committee | MI |
|---|---|
| Conference Date | 2012/1/12(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 | Medical Imaging (MI) |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Automatic Polyp Detection in Endoscopy Image Using Hessian Filter |
| Sub Title (in English) | |
| Keyword(1) | Endoscopic Image |
| Keyword(2) | Automatic Polyp Detection |
| Keyword(3) | Support Vector Machine |
| 1st Author's Name | Takayuki Shinohara |
| 1st Author's Affiliation | Chubu University() |
| 2nd Author's Name | Yuji Iwahori |
| 2nd Author's Affiliation | Chubu University |
| 3rd Author's Name | Shinji Fukui |
| 3rd Author's Affiliation | Aichi University of Education |
| 4th Author's Name | Kunio Kasugai |
| 4th Author's Affiliation | Aichi Medical University |
| Date | 2012-01-20 |
| Paper # | MI2011-132 |
| Volume (vol) | vol.111 |
| Number (no) | 389 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |