Title :
Spatial temporal active contour interpolation for semi-automatic video object generation
Author :
Luo, Haipeng ; Eleftheriadis, A.
Author_Institution :
Dept. of Electr. Eng., Columbia Univ., New York, NY, USA
Abstract :
An active-contour interpolation approach is proposed for semi-automatic video object generation. In this approach, user can define the contour of the same video object on multiple frames and the computer interpolates the missing contours automatically. A typical active contour model is adapted and the contour interpolation problem is decomposed into two directional contour tracking problems and a merging problem. In addition, a new concept of parametric neighborhood template is introduced in order to improve the robustness of contour tracking.
Keywords :
edge detection; image sequences; interpolation; merging; tracking; video signal processing; MPEG-4 video sequence; active contour model; contour tracking robustness; directional contour tracking problems; merging problem; parametric neighborhood template; semi-automatic video object generation; spatial temporal active contour interpolation; Active contours; Algorithm design and analysis; Background noise; Interpolation; Noise robustness; Tracking; Video sequences;
Conference_Titel :
Image Processing, 1999. ICIP 99. Proceedings. 1999 International Conference on
Conference_Location :
Kobe
Print_ISBN :
0-7803-5467-2
DOI :
10.1109/ICIP.1999.823037