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Author

C. Oztireli

3 papers indexed here

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Open access Aug 2026

SML-IS: a multi-scale annotation approach to improve instance segmentation accuracy

Instance segmentation requires precisely outlining object boundaries in images using polygonal masks. Conventional single-scale annotations often fail to represent multi-scale appearance variations, which limits segmentation accuracy and reduces the semantic richness available to learning algorithms. We introduce...

Adem Kosar, O. Korkmaz, Tolga Turay et al. · 0 citations
#computer vision Preprint Sep 2026

Reliability-Gated Fusion of Consumer Head and Foot IMUs for Lower-Body 3D Pose

The channel-gated model is the most accurate of the authors' learned fusion arms on clean data and its gates suppress the natively biased foot-orientation channels on clean real data without test-time supervision and flag dropout bursts at 0.92-0.999 AUROC.

Zhi-Lin Guo, Bo-Qiao Zhang, O. Urbán et al. · 0 citations
#computer vision Preprint Sep 2026

One Sensor, Whole Body - 3D Body Pose from a Single Consumer Earbud IMU

A multimodal capture pipeline is built that records four-view RGB-D video together with an AirPods head IMU and two Striv insole IMUs, synchronize the streams post-hoc, and generate pseudo-ground-truth with SAM 3D Body, yielding a 35-take single-subject benchmark spanning gait, turning, vertical, everyday, and clinical...

Zhi-Lin Guo, Bo-Qiao Zhang, O. Urbán et al. · 1 citation

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