CBIR System Considering Gestalt's Grouping Factors for Image Regions
| Project/Area Number |
25330214
|
|---|
| Research Category |
Grant-in-Aid for Scientific Research (C)
|
| Allocation Type | Multi-year Fund |
|---|
| Section | 一般 |
|---|
| Research Field |
Perceptual information processing
|
|---|
| Research Institution | Kinki University |
|---|
Principal Investigator |
ABE Koji 近畿大学, 理工学部, 准教授 (90367441)
|
|---|
| Project Period (FY) |
2013-04-01 – 2016-03-31
|
| Project Status |
Completed (Fiscal Year 2015)
|
| Budget Amount *help |
¥4,680,000 (Direct Cost: ¥3,600,000、Indirect Cost: ¥1,080,000)
Fiscal Year 2015: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2014: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2013: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
|
|---|
| Keywords | 類似画像検索 / CBIR / ゲシュタルト心理学 / 群化 / パターン認識 |
|---|
| Outline of Final Research Achievements |
To enhance performance of CBIR for trademarks, the following subjects were investigated. Besides, to examine their performance more, the proposed methods were applied for pre-processing methods in medical image processing: (1) A model for measuring a grouping factor of good continuity was proposed and its performance was examined to trademarks (black and white image). Then, the model was improved by trials and errors, (2) In a computer-aided diagnosis (CAD) for stomach cancers using X-ray images (gray image), the model of (1) was utilized to extract folds and boundary of stomach area, (3) In a CAD for hemorrhoids using endoscopic images (color image), the model of (1) was utilized to extract congestive region in abnormal cases; and (4) A system for monitoring the VDT work to a PC user using a webcam was developed, where the proposed method of recognizing grouping areas including the model of (1) was utilized to extract an image feature from images obtained by the webcam.
|
Report
(4 results)
Research Products
(44 results)
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
[Presentation] 画像による水の濁度測定2016
Author(s)
立石凌亮, 阿部孝司, 波部斉, 井口信和
Organizer
第21回電子情報通信学会関西支部学生研究講演会
Place of Presentation
兵庫県立大学
Year and Date
2016-03-01
Related Report
-
-
-
-
-
-
-
-
-
[Presentation] 画像による水中の濁り評価2015
Author(s)
相馬一貴，阿部孝司，波部斉，井口信和
Organizer
電子情報通信学会関西支部学生研究講演会
Place of Presentation
神戸大学 （兵庫県神戸市）
Year and Date
2015-03-05
Related Report
-
-
-
-
-
-
-
[Presentation] 画像処理手法を用いた実環境音の分類2014
Author(s)
正木博善，阿部孝司，田海燕
Organizer
平成26年度電気関係学会北陸支部連合大会
Place of Presentation
富山高等専門学校 （富山県富山市）
Year and Date
2014-09-11 – 2014-09-12
Related Report
-
-
-
-
-
-
-
-
-
-
