DocumentCode :
635539
Title :
Extraction of non-rigid moving objects from a video with interactive image cutout and seed-line tracking
Author :
Hayashi, Teruaki ; Takei, Y.
Author_Institution :
Inst. of Sci. & Technol., Niigata Univ., Niigata, Japan
fYear :
2013
fDate :
16-20 June 2013
Firstpage :
549
Lastpage :
550
Abstract :
This paper presents a method for extracting regions of non-rigid moving objects from a video. The proposed method utilizes interactive image cutout and local affine transformation. In the proposed method, once a user draws seed-lines on the object and background regions of the first frame of a video, the seed-lines are automatically tracked to next frames based on local affine transformation, and the object regions in each frame are automatically extracted by image cutout using the tracked seed-lines. Experimental results have shown that the proposed method can correctly extract the regions of nonrigid objects from a video.
Keywords :
affine transforms; feature extraction; image motion analysis; interactive systems; object tracking; video signal processing; automatic image cutout extraction; automatic seed-line tracking; background regions; interactive image cutout; local affine transformation; nonrigid moving object extraction; object regions; region extraction method; Data mining; Educational institutions; Estimation; Feature extraction; Interpolation; Search problems; Tracking; image cutout; local affine transformation; video object extraction;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computer and Information Science (ICIS), 2013 IEEE/ACIS 12th International Conference on
Conference_Location :
Niigata
Type :
conf
DOI :
10.1109/ICIS.2013.6607897
Filename :
6607897
Link To Document :
بازگشت