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Author

Cengiz Ozel

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#graph neural networks Open access Oct 2026

Trajectory-SAM: Object Trajectory-Guided Segmentation for Remote Sensing Videos

The rapid proliferation of high-resolution remote sensing video (RSV) has made object segmentation an increasingly critical yet challenging task. Existing methods face two fundamental limitations in this domain: (1) the intrinsic complexity of RSVs arising from diminutive object sizes, dense distributions, and drastic...

Shi-Yao Guo, Cengiz Ozel, Yang Qu · 0 citations
#large language models Preprint Open access Sep 2026

Design and Evaluation of a Culturally Adapted Multimodal Virtual Agent for PTSD Screening

Post-traumatic stress disorder (PTSD) is prevalent yet underreported among combat-exposed military personnel. We present Molhim, a culturally adapted multimodal conversational platform, and examine its PTSD screening configuration in a Saudi military healthcare context. The system pairs a system-controlled virtual agen...

Cengiz Ozel, Waleed Nadeem, Samuel Potter et al. · 0 citations

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