Theses and Projects: Difference between revisions

Theses and Projects (view source)

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 ===  * '''New!''' Privacy-preserved Video Analytics  ===
-In this project/theses topic, you will explore how to protect privacy in videos and how to recover them.
+This project/thesis topic focuses on the protection of privacy in videos and the development of techniques for privacy-preserving video recovery. The project involves three key tasks:
-This project includes 3 tasks: 1) deploy system with yolo and CycleGANs/DataGen (coded available); 2) set blur degree by trading-off between inference accuracy (e.g., Yolo for detection) and privacy protection; 3) Finally, adapt blur degree for Pan-tilt-zoom Cameras.
+Implementation of a system utilizing YOLO and CycleGANs/DataGen for video analysis and processing. Code for this is already available for use.
+Development of a privacy protection mechanism by adjusting the level of blur applied to the video, taking into account a trade-off between inference accuracy (e.g. detection by YOLO) and the level of privacy protection.
+Optimization of the blur level for Pan-tilt-zoom cameras, to ensure that the system is effective at capturing key visual information while still preserving privacy.
 Please contact Dr. Tingting Yuan [tingting.yuan@cs.uni-goettingen.de] (B/M/P)