1. Filmrestoratin using extended ACE Jon Anders Øvern

2. Introduction Restoration of old film

3. Introduction Restoration of old film using ACE (Automatic Equilization Algorithm)

4. Introduction Restoration of old film using ACE (Automatic Equilization Algorithm) Form and implement extension

5. Introduction Restoration of old film using ACE (Automatic Equilization Algorithm) Form and implement extension Experiment and quality analysis

6. Film restoration Old, faded films Cannot be restored chemically Highly automated digital restoration algortithm wanted

7. Human Visual System Aquisition and interpretation of light Eye / vortex

8. Human Visual System Adaption mechanics WP GW

9. Color correction algorithms Algortihms mimic some properties of the HVS to improve images Global Retinex, global/local WP algorithm

10. ACE General properties

11. ACE Difference / non-linear function

12. ACE Weighting function

13. ACE Display mapping

14. ACE My contribution: Inter-frame considersation Non-linear mapping function to avoid edges in the image

15. ACE in film restoration Flickering Interframe consideration to reduce flickering

16. Non-linear mapping

17. Experiment Setup / material

18. Experiment Results : La Rochelle

19. Experiment Results : Fire and Police

20. Experiment Results : Syntheic

21. Experiment Results : Non-linear mapping

22. Conclusion ACE extension works

23. Future work

24. Thanks to : Ivar Farup Jon Yngve Hardeberg Alessandro Rizzi Carlo Gatta