A Global Nearest-Neighbour Depth Estimation-based Automatic 2D-to-3D Image and Video Conversion

Anusha M Sidhanti (C/O Dr M N Sidhanti, Panchakacheri Oni)
Jyothsna Madam (C/O Dr M N Sidhanti, Panchakacheri Oni)
Mounesh V M (C/O Dr M N Sidhanti, Panchakacheri Oni)

Bulletin of Electrical Engineering and Informatics
Vol 3, No 3: September 2014

The proposed work is to present a new method based on the radically different approach of learning the 2D-to-3D conversion from examples. It is based on lobally estimating the entire depth map of a query image directly from a repository of 3D images (image depth pairs or stereo pairs) using a nearest-neighbour regression type idea.