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Ioannis Pitas (AUTH)
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This lecture overviews Human Centered Computing that has many applications in Human-Computer Interfaces, Data Analytics and Social Media Analytics. It covers the following topics in detail: Semantic Video Content Analysis.
Face-related analysis: Face/object detection and tracking. Multiview human detection. Face detection obfuscation. Face recognition. Face clustering. Label propagation on videos. Face De-identification. 3D face reconstruction. Facial expression recognition. Facial feature detection. Visual speech detection. Shot type characterization.
Body related analysis: Human body posture and pose estimation. Activity/gesture recognition. Athlete Motion Analysis. Soccer Video Analysis. Semantic video content description/annotation.
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