Title :
Automatic conversion system for 3D video generation based on wavelets
Author :
Ponomaryov, Volodymyr ; Ramos-Diaz, Eduardo ; Golikov, Victor
Author_Institution :
ESIME-Culhuacan, Nat. Polytech. Inst., Mexico City, Mexico
Abstract :
The 2D to 3D conversion is currently a hot topic for several applications because of the 3D content lack in a new era of different hardware. The proposed algorithm in 3D reconstruction is based on the wavelets, especially on the wavelet atomic functions (WAF), which are used in the computation of the disparity maps employing multilevel decomposition, and technique of 3D visualization via color anaglyphs synthesis. Novel approach performs better in depth and spatial perception than do existing techniques, both in terms of objective SSIM criterion and based on the more subjective measure of human vision that has been confirmed in numerous simulation results obtained in synthetic images, in synthetic video sequences and in real-life video sequences.
Keywords :
data visualisation; image colour analysis; image reconstruction; image sequences; video signal processing; wavelet transforms; 2D-3D conversion; 3D reconstruction; 3D video generation; 3D visualization technique; WAF; automatic conversion system; color anaglyphs synthesis; depth perception; disparity map computation; human vision subjective measure; multilevel decomposition; objective SSIM criterion; real-life video sequences; spatial perception; synthetic images; synthetic video sequences; wavelet atomic functions; Digital signal processing; Estimation; Filter banks; Image color analysis; Measurement; Video sequences; Visualization; 3D video sequence; atomic function; disparity map; wavelet;
Conference_Titel :
Information Science, Signal Processing and their Applications (ISSPA), 2012 11th International Conference on
Conference_Location :
Montreal, QC
Print_ISBN :
978-1-4673-0381-1
Electronic_ISBN :
978-1-4673-0380-4
DOI :
10.1109/ISSPA.2012.6310584