| Presentation | 2002/1/17 A study of validity of stochastic models for sequential image processing procedures Takuya Akashi, Akinobu Shimizu, Hidefumi Kobatake, Toshihiro Hamada, Jun-ichiro Toriwaki, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | We have proposed stochastic models of sequential image processing procedures for detecting abnormal shadows in medical images and developed automated procedure construction process by using this models. This paper evaluates the validity of the stochastic models for three kinds of the sequential image processing procedures which consists of three local processes, "filtering and binarization", "intermediate decision" and "final decision". At first, the validity of assumptions introduced in the modeling process is tested. Secondly, we evaluate the validity of the equations which show relationships between performances of local processes and that of the whole procedure. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | stochastic model / sequential image processing procedure / detection of abnormal shadows |
| Paper # | MI2001-99 |
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| Conference Information | |
| Committee | MI |
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| Conference Date | 2002/1/17(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Medical Imaging (MI) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A study of validity of stochastic models for sequential image processing procedures |
| Sub Title (in English) | |
| Keyword(1) | stochastic model |
| Keyword(2) | sequential image processing procedure |
| Keyword(3) | detection of abnormal shadows |
| 1st Author's Name | Takuya Akashi |
| 1st Author's Affiliation | Graduate School of Bio-Applications and Systems Engineering, Tokyo Univ.of Agri.& Tech.() |
| 2nd Author's Name | Akinobu Shimizu |
| 2nd Author's Affiliation | Graduate School of Bio-Applications and Systems Engineering, Tokyo Univ.of Agri.& Tech. |
| 3rd Author's Name | Hidefumi Kobatake |
| 3rd Author's Affiliation | Graduate School of Bio-Applications and Systems Engineering, Tokyo Univ.of Agri.& Tech. |
| 4th Author's Name | Toshihiro Hamada |
| 4th Author's Affiliation | Kagawa Prefectural Industrial Technology Center |
| 5th Author's Name | Jun-ichiro Toriwaki |
| 5th Author's Affiliation | Graduate School of Engineering, Nagoya University |
| Date | 2002/1/17 |
| Paper # | MI2001-99 |
| Volume (vol) | vol.101 |
| Number (no) | 581 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |