2 papers
cs.CV2021
Perceptual Loss for Robust Unsupervised Homography Estimation
Daniel Koguciuk, Elahe Arani, Bahram Zonooz
Homography estimation is often an indispensable step in many computer vision tasks. The existing approaches, however, are not robust to illumination and/or larger viewpoint changes…
cs.CV2019
3D Object Recognition with Ensemble Learning --- A Study of Point Cloud-Based Deep Learning Models
Daniel Koguciuk, Łukasz Chechliński, Tarek El-Gaaly
In this study, we present an analysis of model-based ensemble learning for 3D point-cloud object classification and detection. An ensemble of multiple model instances is known to o…