Development of Automatization Tools for Television Video Production

Student: Blinov Pavel

Faculty: HSE Tikhonov Moscow Institute of Electronics and Mathematics (MIEM HSE)

Educational Programme: Information Science and Computation Technology (Bachelor)

Final Grade: 9

Year of Graduation: 2024

The task of this graduation thesis is to develop computer vision-based tools for video production automation. The work is conducted with the MIEM Mediacenter in collaboration with Medium Quality Production Studio. Analysis of Studio's processes revealed 3 possible computer vision-based automation applications for different shows: a smile detection system, a poker card recognition system, and a human motion detection system based on pose recognition. A common library was developed for working with real-time video streams. The automation solutions were developed as desktop apps, optimized for consumer-level hardware. Successful system testing in the MIEM Mediacenter and validation on commercial shoots has been carried out. The graduation thesis consists of 63 pages, including 28 pictures, 1 table, 37 references and 5 appendices.

Full text (added May 15, 2024)

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