Title :
Virtual gaze redirection in face images
Author :
Weiner, Dorian ; Kiryati, Nahum
Author_Institution :
Dept. of Electr. Eng.-Syst., Tel Aviv Univ., Israel
Abstract :
In video-conferencing, the participant watches the screen rather than the camera. This turns the gaze direction away from the other party and makes eye contact impossible. Artificial gaze redirection by iris repositioning has been proposed, but the feasibility of crucial algorithmic components, especially the challenging computer vision parts, was not demonstrated. This paper demonstrates a system for gaze redirection in color face images via eye synthesis and replacement. The proposed method can serve as an image editing tool for entertainment and commercial use, and is an important step towards gaze-redirection in video-conferencing.
Keywords :
computer graphics; computer vision; image colour analysis; image reconstruction; image segmentation; object detection; teleconferencing; color face images; computer vision; eye contact; eye detection; eye image replacement; eye segmentation; eye synthesis; graphics tasks; image editing tool; iris repositioning; video-conferencing; virtual gaze redirection; Cameras; Computer graphics; Computer vision; Displays; Eyes; Face detection; Head; Iris; Mice; Watches;
Conference_Titel :
Image Analysis and Processing, 2003.Proceedings. 12th International Conference on
Print_ISBN :
0-7695-1948-2
DOI :
10.1109/ICIAP.2003.1234028