TY - GEN
T1 - Automatic video completion using spatio-temporal matching of occluding and occluded objects
AU - Heo, Mi Kyoung
AU - Moon, Jaekyoung
AU - Park, Soon Yong
PY - 2008
Y1 - 2008
N2 - We propose an automatic video completion technique to restore occluded moving objects in a video sequence. In the video sequence, where two objects cross each other in the presence of camera motion, we automatically remove the occluding object and restore the occluded object using spatial and temporal matching techniques. First, the background motions in the video sequence are registered to a common image coordinate system to extract moving objects. Secondly, spatio-temporal volumes of both occluding and occluded objects are generated by aligning the refined centroid of the objects. Thirdly, a temporal search technique based on voxel matching separates and removes the occluding object from the occluded object. Finally, image holes left on the occluded object are filled by using a spatial search technique. Experimental results using video sequences of real objects show that the proposed technique generates new video sequences after completing occluded moving objects.
AB - We propose an automatic video completion technique to restore occluded moving objects in a video sequence. In the video sequence, where two objects cross each other in the presence of camera motion, we automatically remove the occluding object and restore the occluded object using spatial and temporal matching techniques. First, the background motions in the video sequence are registered to a common image coordinate system to extract moving objects. Secondly, spatio-temporal volumes of both occluding and occluded objects are generated by aligning the refined centroid of the objects. Thirdly, a temporal search technique based on voxel matching separates and removes the occluding object from the occluded object. Finally, image holes left on the occluded object are filled by using a spatial search technique. Experimental results using video sequences of real objects show that the proposed technique generates new video sequences after completing occluded moving objects.
KW - Digital video special effects
KW - Spatio-temporal volume
KW - Video completion
KW - Voxel matching
UR - http://www.scopus.com/inward/record.url?scp=77955171856&partnerID=8YFLogxK
M3 - Conference contribution
AN - SCOPUS:77955171856
SN - 9780889867192
T3 - Proceedings of the 10th IASTED International Conference on Computer Graphics and Imaging, CGIM 2008
BT - Proceedings of the 10th IASTED International Conference on Computer Graphics and Imaging, CGIM 2008
T2 - 10th IASTED International Conference on Computer Graphics and Imaging, CGIM 2008
Y2 - 13 February 2008 through 15 February 2008
ER -