Engineering Commons^™

3d Human Face Reconstruction And 2d Appearance Synthesis, Yajie Zhao

Theses and Dissertations--Computer Science

3D human face reconstruction has been an extensive research for decades due to its wide applications, such as animation, recognition and 3D-driven appearance synthesis. Although commodity depth sensors are widely available in recent years, image based face reconstruction are significantly valuable as images are much easier to access and store.

In this dissertation, we first propose three image-based face reconstruction approaches according to different assumption of inputs.

In the first approach, face geometry is extracted from multiple key frames of a video sequence with different head poses. The camera should be calibrated under this assumption.

As the first approach is …

Affect-Preserving Visual Privacy Protection, Wanxin Xu

Theses and Dissertations--Electrical and Computer Engineering

The prevalence of wireless networks and the convenience of mobile cameras enable many new video applications other than security and entertainment. From behavioral diagnosis to wellness monitoring, cameras are increasing used for observations in various educational and medical settings. Videos collected for such applications are considered protected health information under privacy laws in many countries. Visual privacy protection techniques, such as blurring or object removal, can be used to mitigate privacy concern, but they also obliterate important visual cues of affect and social behaviors that are crucial for the target applications. In this dissertation, we propose to balance the privacy …