Title :
An unorthodox approach towards shape from focus
Author :
Muhammad, Mannan Saeed ; Choi, Tae-Sun
Author_Institution :
Sch. of Mechatron., Gwangju Inst. of Sci. & Technol., Gwangju, South Korea
Abstract :
Although numerous methods have been recently proposed in recovering shape from image focus, all follow similar precedent of focus measure application after image acquisition and depth is recovered by maximizing the focus curves obtained via this application. This is followed by utilizing approximation techniques to refine the initial depth map. In this paper we have followed an unorthodox approach to recover object shapes using image focus as cue, not following the conventional manner. At first the focused image is obtained, pursued by computing depth along the edges and their neighbors present in scene. Empty spaces in the final depth map are then calculated by surface interpolation. Experimentation and results are then discussed to support the proposed scheme.
Keywords :
edge detection; image processing; approximation techniques; focus measure application; image acquisition; image depth; image focus; initial depth map; object shape recovery; surface interpolation; unorthodox approach; Conferences; Image edge detection; Image reconstruction; Interpolation; Shape; Three dimensional displays; 3D Shape; Depth map; Shape from Focus (SFF); Shape retrieval; Texture; Unorthodox approach;
Conference_Titel :
Image Processing (ICIP), 2011 18th IEEE International Conference on
Conference_Location :
Brussels
Print_ISBN :
978-1-4577-1304-0
Electronic_ISBN :
1522-4880
DOI :
10.1109/ICIP.2011.6116283