154 citations · 605 across the 50 of their papers we have counts for
3 papers · 2 filters
Domain Adaptation for Object Detection via Style Consistency
Adrian Lopez Rodriguez, Krystian Mikolajczyk
We propose a domain adaptation approach for object detection. We introduce a two-step method: the first step makes the detector robust to low-level differences and the second step…
Key.Net: Keypoint Detection by Handcrafted and Learned CNN Filters
Axel Barroso-Laguna, Edgar Riba, Daniel Ponsa +1
We introduce a novel approach for keypoint detection task that combines handcrafted and learned CNN filters within a shallow multi-scale architecture. Handcrafted filters provide a…
Person Re-identification with Bias-controlled Adversarial Training
Sara Iodice, Krystian Mikolajczyk
Inspired by the effectiveness of adversarial training in the area of Generative Adversarial Networks we present a new approach for learning feature representations in person re-ide…