Browsing by Author "DJAREDDIR ,Kawther"

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    Video Stitching
    (Faculty of Science, 2025) DJAREDDIR ,Kawther; TOUIL, GHASSEN
    This project explores video stitching—a process that merges multiple video streams into a single panoramic output. Building on image stitching techniques like feature detection, homography estimation, and blending, it addresses video-specific challenges such as temporal consistency, motion handling, and real-time processing. A Python-based application was developed using OpenCV and PyQt6, offering both simple and advanced stitching modes. Advanced methods include hybrid stitching, attention-based blending, and GAN-based inpainting. Evaluations show that while fast methods are efficient, advanced techniques produce superior visual quality, making the system suitable for applications in VR, surveillance, and mapping