SiLK -- Simple Learned Keypoints

Pierre Gleize, Weiyao Wang, Matt Feiszli

tl;dr: DISK simplified - trained on random homography with other augmentations -> near SOTA on #IMC2022, better than DISK or SG cosim
Also, padding is detrimental for performance.

https://arxiv.org/abs/2304.06194.pdf

#computervision #deeplearning
#dmytrotweetsaboutDL

The video upload ban (3 month from the conf) is over, here is a video from Image Matching Workshop 2022:

https://youtu.be/Nr-hQG7k1bM
#IMC2022 #IMW2022 #CVPR2022

There are timestamps in the description for easier navigation.

We are proud to announce that we were represented at #IMC2022. More precisely, our manuscript Ms 827: https://katalog.ub.uni-leipzig.de/Record/0-143903799X Together we send our most medieval greetings to @UniversityLeeds!