DocumentCode :
3537232
Title :
Extracting the Path of Frame Center Points Using Spatial Transformation and Motion Estimation
Author :
Dinh, Toan Nguyen ; Kim, JeongHwan ; Lee, Gueesang
Author_Institution :
Dept. of Electron. & Comput. Eng., Chonnam Nat. Univ., Gwangju, South Korea
fYear :
2011
fDate :
Aug. 31 2011-Sept. 2 2011
Firstpage :
283
Lastpage :
290
Abstract :
A new interactive technique for mobile phones using built-in cameras is presented. Users can use the path that connects center points of frames in the captured image sequence to indicate an object contour or a curve text line. To estimate the camera movement, Speeded-Up Robust Features (SURF) is used to estimate the spatial transformation parameters between the previous and current frames. These parameters are then used to recalculate the locations of the center points in the previous frame into the current frame. Finally, the motion estimation with a small search range is applied to refine the locations of the center points. The experimental results obtained from real image sequences show that the proposed method can generate accurate and stable results.
Keywords :
cameras; image sequences; mobile handsets; motion estimation; parameter estimation; built-in cameras; camera movement estimation; curve text line; frame center points; image sequence; interactive technique; mobile phones; motion estimation; object contour; path extraction; spatial transformation; spatial transformation parameter estimation; speeded-up robust features; Cameras; Feature extraction; Hidden Markov models; Image sequences; Mathematical model; Mobile handsets; Motion estimation; SURF; global motion; image sequence; mobile phone camera; motion estimation; spatial transformation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computer and Information Technology (CIT), 2011 IEEE 11th International Conference on
Conference_Location :
Pafos
Print_ISBN :
978-1-4577-0383-6
Electronic_ISBN :
978-0-7695-4388-8
Type :
conf
DOI :
10.1109/CIT.2011.53
Filename :
6036773
Link To Document :
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