Title :
Joint rendering and segmentation of free-viewpoint images
Author :
Ishii, Masato ; Takahashi, Keita ; Naemura, Takeshi
Author_Institution :
Grad. Sch. of Inf. Sci. & Technol., Univ. of Tokyo, Tokyo, Japan
Abstract :
This paper presents a method that jointly performs synthesis of free-viewpoint images and object segmentation from that viewpoint. This method works efficiently and online by sharing a certain calculation process among rendering and segmentation steps. Since the segmentation is performed for arbitrary viewpoints directly, the extracted object can be superimposed onto another 3-D scene with geometric consistency. Experimental results using a 25-camera array show the effectiveness of our method.
Keywords :
feature extraction; image segmentation; 25-camera array; feature extraction; free-viewpoint image segmentation; image-based rendering; Boosting; Cameras; Computational complexity; Equations; Image reconstruction; Image segmentation; Image sequences; Rendering (computer graphics); Robustness; Singular value decomposition; Image processing; computer vision; image segmentation; image synthesis;
Conference_Titel :
Image Processing (ICIP), 2009 16th IEEE International Conference on
Conference_Location :
Cairo
Print_ISBN :
978-1-4244-5653-6
Electronic_ISBN :
1522-4880
DOI :
10.1109/ICIP.2009.5413939