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Paper Abstract and Keywords
Presentation 2015-12-03 09:20
Architecture of Bottom-up Feature Construction for Robust Computer-Aided Diagnosis System
Koki Sugi, Tetsushi Koide, Tatsuya Shimizu, Takumi Okamoto, Anh-Tuan Hoang, Hikaru Sato, Toru Tamaki, Bisser Raytchev, Kazufumi Kaneda (Hiroshima Univ.), Shigeto Toshida, Hiroshi Mieno (Hiroshima General Hospital), Shinji Tanaka (Hiroshima Univ.)
Abstract (in Japanese) (See Japanese page) 
(in English) This paper describes a feature transformation processing in our eCAD system for colorectal endoscopic Full HD images with Narrow Band Imaging (NBI) magnification. It transforms the extracted D-SIFT features from colorectal endoscopic images to Visual Word (VW) histogram. In order to clearly show an identified result of Full HD to doctors, it is necessary to develop a computation method which hierarchical combination of multi Scan Window (SW) sizes. Implementation of a real-time Computer-Aided Diagnosis (CAD) system is difficult if the conventional feature transformation method, which separately computes each SW sizes is used. We propose a high speed and robust VW histogram transformation method by combination of Unit Window (UW).
Keyword (in Japanese) (See Japanese page) 
(in English) Full HD Image Recognition / Computer-Aided Diagnosis (CAD) / D-SIFT Feature / Visual Word / Hierarchical Recognition / FPGA / /  
Reference Info. IEICE Tech. Rep., vol. 115, no. 343, RECONF2015-56, pp. 45-50, Dec. 2015.
Paper # RECONF2015-56 
Date of Issue 2015-11-24 (RECONF) 
ISSN Print edition: ISSN 0913-5685  Online edition: ISSN 2432-6380

Conference Information
Committee VLD DC IPSJ-SLDM CPSY RECONF ICD CPM  
Conference Date 2015-12-01 - 2015-12-03 
Place (in Japanese) (See Japanese page) 
Place (in English) Nagasaki Kinro Fukushi Kaikan 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Design Gaia 2015 -New Field of VLSI Design- 
Paper Information
Registration To RECONF 
Conference Code 2015-12-VLD-DC-SLDM-CPSY-RECONF-ICD-CPM 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Architecture of Bottom-up Feature Construction for Robust Computer-Aided Diagnosis System 
Sub Title (in English)  
Keyword(1) Full HD Image Recognition  
Keyword(2) Computer-Aided Diagnosis (CAD)  
Keyword(3) D-SIFT Feature  
Keyword(4) Visual Word  
Keyword(5) Hierarchical Recognition  
Keyword(6) FPGA  
Keyword(7)  
Keyword(8)  
1st Author's Name Koki Sugi  
1st Author's Affiliation Hiroshima University (Hiroshima Univ.)
2nd Author's Name Tetsushi Koide  
2nd Author's Affiliation Hiroshima University (Hiroshima Univ.)
3rd Author's Name Tatsuya Shimizu  
3rd Author's Affiliation Hiroshima University (Hiroshima Univ.)
4th Author's Name Takumi Okamoto  
4th Author's Affiliation Hiroshima University (Hiroshima Univ.)
5th Author's Name Anh-Tuan Hoang  
5th Author's Affiliation Hiroshima University (Hiroshima Univ.)
6th Author's Name Hikaru Sato  
6th Author's Affiliation Hiroshima University (Hiroshima Univ.)
7th Author's Name Toru Tamaki  
7th Author's Affiliation Hiroshima University (Hiroshima Univ.)
8th Author's Name Bisser Raytchev  
8th Author's Affiliation Hiroshima University (Hiroshima Univ.)
9th Author's Name Kazufumi Kaneda  
9th Author's Affiliation Hiroshima University (Hiroshima Univ.)
10th Author's Name Shigeto Toshida  
10th Author's Affiliation Hiroshima General Hospital of West Japan Railway Company (Hiroshima General Hospital)
11th Author's Name Hiroshi Mieno  
11th Author's Affiliation Hiroshima General Hospital of West Japan Railway Company (Hiroshima General Hospital)
12th Author's Name Shinji Tanaka  
12th Author's Affiliation Hiroshima University (Hiroshima Univ.)
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Speaker
Date Time 2015-12-03 09:20:00 
Presentation Time 25 
Registration for RECONF 
Paper # IEICE-RECONF2015-56 
Volume (vol) IEICE-115 
Number (no) no.343 
Page pp.45-50 
#Pages IEICE-6 
Date of Issue IEICE-RECONF-2015-11-24 


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