| Paper: | TP-P8.2 |
| Session: | Image and Video Storage and Retrieval III |
| Time: | Tuesday, September 18, 14:30 - 17:10 |
| Presentation: |
Poster
|
| Title: |
FAST SCALE-SPACE FEATURE REPRESENTATIONS BY GENERALIZED INTEGRAL IMAGES |
| Authors: |
Konstantinos Derpanis; York University | | |
| | Erich Leung; York University | | |
| | Mikhail Sizintsev; York University | | |
| Abstract: |
In this paper, we place the integral image-based approach for multi-scale feature construction, popularized by Viola and Jones, into a common framework of understanding. The integral image within this framework represents space variant image filtering with the zero-order B-spline. Given this framework, we propose efficiently computable higher-order B-spline image features based on generalized integral images that have the potential to be more accurate, yet efficient as compared to previous integral image-based efforts. |
