Title :
Rendering of novel views from photographs using inference in Markov random field
Author :
Dong, Fengzhong ; Clapworthy, G.J. ; Lin, Huiming
Author_Institution :
Dept. of Comput. & Technol., Univ. of Bedfordshire, Luton, UK
Abstract :
New schemes for belief propagation are proposed to allow the rendering of novel views between existing photographs. The image based rendering is cast as a process of inference in the Markov random field, and is entirely image based and requires no involvement of geometry models.
Keywords :
Markov processes; belief networks; image processing; inference mechanisms; photography; random processes; rendering (computer graphics); Markov random field; belief propagation; image based rendering; inference method; novel view rendering; photograph;
Journal_Title :
Electronics Letters
DOI :
10.1049/el.2009.1872
