Published version of a semester project on image processing optimization. We used SIMD and eliminatioon of floating point operations as well as optimization transformation of the problem.
Information about the project structure.
Detailed Presentation of the project with demonstrations of the methods and achieved speedups. Some graphics are in german, because the presentation was in german.
This project uses the COCO (Common Objects in Context) dataset:
- Lin, T.-Y., Maire, M., Belongie, S., Hays, J., Perona, P., Ramanan, D., Dollár, P., & Zitnick, C. L. (2014). Microsoft COCO: Common Objects in Context. European Conference on Computer Vision (ECCV), 740–755.
The COCO dataset is released under the Creative Commons Attribution 4.0 License (CC BY 4.0). Please see https://creativecommons.org/licenses/by/4.0/ for details.
Note: The images was only used for validation and assesment of the implementation. COCO images remain the property of their respective owners.