Title :
A semi-auto interactive 2D-to-3D video conversion technique based on edge detection
Author_Institution :
Dept. of Microelectron., Fudan Univ., Shanghai, China
Abstract :
3D video makes it possible for audience to enjoy stereo perception by means of multi-view rendering. Revealing a more realistic and vivid world that conventional 2D video can never achieve, this innovation becomes an important direction of the development of multimedia in the future, thus converting existed 2D video into 3D ones has its great significance. This paper presents a semi-auto 2D-to-3D video conversion method, which segments a video flow into key frames and non-key frames, then utilizes an interactive algorithm as well as an efficient edge detection technique to acquire depth map for a single key frame. Depth map for non-key frame is derived by motion tracking and compensation automatically. The final 3D video flow can be rendered based on the depth map calculated above.
Keywords :
edge detection; image segmentation; interactive video; motion compensation; video signal processing; 3D video flow; depth map; edge detection technique; key frames; motion compensation; motion tracking; multiview rendering; nonkey frames; semiauto interactive 2D-to-3D video conversion technique; stereo perception; Cameras; Discrete cosine transforms; Frequency-domain analysis; Image edge detection; Three-dimensional displays; Wavelet transforms; 2D-to-3D video conversion; DCT; Hough transform; edge detection;
Conference_Titel :
ASIC (ASICON), 2013 IEEE 10th International Conference on
Conference_Location :
Shenzhen
Print_ISBN :
978-1-4673-6415-7
DOI :
10.1109/ASICON.2013.6812006