Title :
Improved 3D video synthesis combining graph cuts and chroma key technology
Author :
Dimitropoulos, Kosmas ; Semertzidis, Theodoros ; Grammalidis, Nikos
Author_Institution :
Inf. & Telematics Inst., Centre for Res. & Technol. Hellas, Thessaloniki, Greece
Abstract :
Depth information is essential for 3DTV applications, as it is used for rendering in many modern 3D displays. In this paper, we propose a new approach for 3DTV content synthesis, by integrating an existing state-of-the-art MRF-based disparity estimation method with additional pre- and post-processing steps. The key of the proposed method is the decomposition of the scene in foreground and background. To this end, chroma key technology is used to facilitate the detection of foreground objects and to significantly improve depth estimation for these objects. Then, we can combine the foreground objects with any background, for both color images and depth maps, to generate a new representation of the scene. Experimental results have shown that the proposed approach can produce satisfactory depth maps with improved silhouettes for foreground objects and a stable background for all the frames of the sequence.
Keywords :
image colour analysis; three-dimensional displays; three-dimensional television; 3D display; 3D video synthesis; chroma key technology; color images; depth estimation; depth maps; graph cuts; Calibration; Cameras; Change detection algorithms; Color; Informatics; Layout; Noise robustness; Object detection; Telematics; Three dimensional displays; 3D visualization; 3DTV; Autostereoscopic displays; Chroma key; Depth maps;
Conference_Titel :
3DTV-Conference: The True Vision - Capture, Transmission and Display of 3D Video (3DTV-CON), 2010
Conference_Location :
Tampere
Print_ISBN :
978-1-4244-6377-0
Electronic_ISBN :
978-1-4244-6378-7
DOI :
10.1109/3DTV.2010.5506214