1. 影像辨識技術 Image Recognition Technology 吳宗益

2. Professor Tsung-Yi Wu ( 吳宗益 ) E-mail tywu@cc.ncue.edu.tw Home Page: http://120.107.171.121/~tywua/

3. Course Outline Credit ： 2 No Textbook, Using Slides Grading Policy ：  Attendance & Labs: 40%  Midterm: 10%  Presentation/Project: 50%

4. Course Outline Introduction to Image Recognition 1 week OpenCV3 weeks Processing 2 weeks Hough Transform1 week LBP 2 weeks Vein Recognition2 weeks Discussion/Presentation 4 weeks

5. OpenCV http://opencv.org/ It’s free for both academic and commercial use It has C++, C, Python and Java interfaces and supports Windows, Linux, Mac OS, iOS and Android. Library

6. OpenCV Dev-C + OpenCV

7. Processing Processing is a programming language, development environment, and online community.  Java  Android  Arduino  OpenCV

8. Hough Transform Hough transform  One Application: Lane Detection

9. LBP LBP: Local Binary Pattern

10. LBP LBP: Local Binary Pattern

11. Vein Recognition Palm Vein Recognition Finger Vein Recognition Retinal Vein Recognition

12. Vein Recognition Palm Vein Recognition  FHUJITSU Palm Vein Extraction Image Recognition Data Base

13. Vein Recognition Palm Vein Recognition  FUJITSU $350

14. Vein Recognition Finger Vein Recognition  Hitachi

15. Vein Recognition Vein Finder  https://www.youtube.com/watch?v=no_kjDorJeo https://www.youtube.com/watch?v=no_kjDorJeo DIY  http://www.instructables.com/id/How-to-make-an- affordable-Vein-Finder-for-use-d/ $500 $3000

16. Vein Recognition Retinal Vein Recognition Database ExtractionMatching Retina Image Capture + $500

17. Vein Recognition Retinal Camera $10,000

18. Vein Recognition Bio-Tech TechnologyProCon FingerprintPopular Cheapest Less Accurate VoiceNon invasiveLeast Accurate Iris & RetinalVery accurateInvasive Expensive Sensitive Palm VeinNon-invasive Relatively Cheap Accurate Unfamiliar

19. References http://www.google.com.tw/url?url=http://ea gle1.american.edu/~itdept/ist/ITRFiles/Ngu yenNielsenKim_PalmVein.ppt&rct=j&frm= 1&q=&esrc=s&sa=U&ei=Jk_oVPi- CYG4mAWW2oLQAw&ved=0CBMQFjAA &sig2=0NLkCzi3eoCY0_DThMgI5w&usg= AFQjCNE4i-NWrl0Iddo2issnJzkDkZ9iiQ http://www.google.com.tw/url?url=http://ea gle1.american.edu/~itdept/ist/ITRFiles/Ngu yenNielsenKim_PalmVein.ppt&rct=j&frm= 1&q=&esrc=s&sa=U&ei=Jk_oVPi- CYG4mAWW2oLQAw&ved=0CBMQFjAA &sig2=0NLkCzi3eoCY0_DThMgI5w&usg= AFQjCNE4i-NWrl0Iddo2issnJzkDkZ9iiQ

20. References http://www.intechopen.com/books/advanc ed-biometric-technologies/a-contactless- biometric-system-using-palm-print-and- palm-vein-features http://www.intechopen.com/books/advanc ed-biometric-technologies/a-contactless- biometric-system-using-palm-print-and- palm-vein-features http://www.palmsure.com/technology.html