Search Results for author: Bedrettin Cetinkaya

Found 3 papers, 0 papers with code

RankED: Addressing Imbalance and Uncertainty in Edge Detection Using Ranking-based Losses

no code implementations4 Mar 2024 Bedrettin Cetinkaya, Sinan Kalkan, Emre Akbas

Detecting edges in images suffers from the problems of (P1) heavy imbalance between positive and negative classes as well as (P2) label uncertainty owing to disagreement between different annotators.

Edge Detection

Does depth estimation help object detection?

no code implementations13 Apr 2022 Bedrettin Cetinkaya, Sinan Kalkan, Emre Akbas

Ground-truth depth, when combined with color data, helps improve object detection accuracy over baseline models that only use color.

Depth Estimation Object +2

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