Search Results for author: Daniel Koguciuk

Found 2 papers, 2 papers with code

Perceptual Loss for Robust Unsupervised Homography Estimation

1 code implementation20 Apr 2021 Daniel Koguciuk, Elahe Arani, Bahram Zonooz

We use an additional photometric distortion step in the synthetic COCO dataset generation to better represent the illumination variation of the real-world scenarios.

Homography Estimation Representation Learning

3D Object Recognition with Ensemble Learning --- A Study of Point Cloud-Based Deep Learning Models

1 code implementation17 Apr 2019 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.

3D Classification 3D Object Detection +4

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