Skip to content (access key 's')
Logo of Technion
Logo of CS Department


Template Matching with Deformable Diversity Similarity
event speaker icon
Itamar Talmi, M.Sc. Thesis Seminar
event date icon
Tuesday, 1.5.2018, 11:30
event location icon
Taub 337
We propose a novel measure for template matching named Deformable Diversity Similarity -- based on the diversity of feature matches between a target image window and the template. We rely on both local appearance and geometric information that jointly lead to a powerful approach for matching. Our key contribution is a similarity measure, that is robust to complex deformations, significant background clutter, and occlusions. Empirical evaluation on the most up-to-date benchmark shows that our method outperforms the current state-of-the-art in its detection accuracy while improving computational complexity.
[Back to the index of events]