Search Results for author: Koray Kayabol

Found 2 papers, 1 papers with code

Unsupervised Domain Adaptation for Semantic Segmentation using One-shot Image-to-Image Translation via Latent Representation Mixing

1 code implementation7 Dec 2022 Sarmad F. Ismael, Koray Kayabol, Erchan Aptoula

Domain adaptation is one of the prominent strategies for handling both domain shift, that is widely encountered in large-scale land use/land cover map calculation, and the scarcity of pixel-level ground truth that is crucial for supervised semantic segmentation.

Decoder Image-to-Image Translation +2

SOMPT22: A Surveillance Oriented Multi-Pedestrian Tracking Dataset

no code implementations4 Aug 2022 Fatih Emre Simsek, Cevahir Cigla, Koray Kayabol

In this study, we narrow the scope of MOT for surveillance by providing a dedicated dataset of pedestrians and focus on in-depth analyses of well performing multi-object trackers to observe the weak and strong sides of state-of-the-art (SOTA) techniques for real-world applications.

Benchmarking Multi-Object Tracking

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