Daniel Alsadiq

بعد أكاديمية كاوست

Daniel was a teaching assistant for six weeks in the KAUST Academy AI Specialization Program at King Khalid University in 2025 and earned two SAP certifications in September 2025.

المشروع الصيفي

تخصص الذكاء الاصطناعي · دفعة 2024

Enhancing Video Frame Interpolation: A Depth-Aware UNet with Residual and Attention Mechanisms

Video frame interpolation (VFI) generates intermediate frames to improve video quality and smooth motion. We introduce a Depth-Aware UNet model that enhances VFI through residual and attention blocks, improving feature extraction and focusing on critical areas of frames. The model's encoder-decoder architecture, featuring five convolutional layers to captures higher-level features to achieve a thorough understanding of depth. Our method focuses on leveraging depth information and highlighting key areas to generate more precise and visually coherent interpolation results.

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