applications of digital image processing

1. Digital Image Processing Applications
• Industrial inspection/quality control
• Surveillance and security
• Face recognition• Face recognition
• Gesture recognition
• Space applications
• Medical image analysis
• Autonomous vehicles
• Virtual reality and much more …...

2. Visual Inspection

3. Character Recognition

4. Document Handling

5. Signature Verification

6. Biometrics

7. Fingerprint Verification / Identification

8. Fingerprint Identification Research at
UNR
Minutiae Matching
Delaunay TriangulationDelaunay Triangulation

9. Object Recognition

10. Object Recognition Research
at UNR
reference view 1 reference view 2
novel view recognized

11. Indexing into Databases
• Shape content

12. Indexing into Databases (cont’d)
• Color, texture

13. Target Recognition
• Department of Defense (Army, Airforce, Navy)

14. Interpretation of aerial photography is a problem domain in both
computer vision and photogrammetry.
Interpretation of Aerial Photography

15. Autonomous Vehicles
• Land, Underwater, Space

16. Traffic Monitoring

17. Face Detection

18. Face Recognition

19. Face Detection/Recognition Research
at UNR

20. Facial Expression Recognition

21. Face Tracking

22. Face Tracking (cont’d)

23. Hand Gesture Recognition
• Smart Human-Computer User Interfaces
• Sign Language Recognition

24. Human Activity Recognition

25. Medical Applications
• skin cancer breast cancer

26. Astronomy Applications
Research at UNR
• Identify radio galaxies having a special morphology called
“bent-double” (in collaboration with Lawrence
Livermore National Laboratory)

27. Morphing

28. Inserting Artificial Objects into a Scene

29. Computer Vision and Related
Courses at UNR
• CS474/674 Image Processing and Interpretation
• CS480/680 Computer Graphics
• CS479/679 Pattern Recognition
• CS476/676 Artificial Intelligence• CS476/676 Artificial Intelligence
• CS773A Machine Intelligence
• CS791Q Machine Learning
• CS7xx Neural Networks
• CS7xx Computer Vision

30. More information on Computer Vision
• Computer Vision Home Page
http://www.cs.cmu.edu/afs/cs/project/cil/ftp/html/vision.html
• Home Page
http://www.cs.unr.edu/CRCD
• UNR Computer Vision Laboratory
http://www.cs.unr.edu/CVL

31. Thank you