Title :
Improved Super-Resolution method and its acceleration
Author :
Vasa, Libor ; Hanak, Ivo ; Skala, Vaclav
Author_Institution :
Dept. of Comput. Sci. & Eng., Univ. of West Bohemia, Pilsen, Czech Republic
Abstract :
A brief introduction to spatial-domain Super-Resolution methods, i.e. spatial resolution enhancement methods that create one high-resolution image from a series of low-resolution images shifted by a sub-pixel distance, is given. An improvement applicable to some of existing Super-Resolution methods is presented. Principles of digital photography processing techniques are exploited in order to reduce error in the Super-Resolution process. Enhanced registration method applicable to full color images is proposed and results of its hardware implementation are presented.
Keywords :
digital photography; image enhancement; image resolution; digital photography processing techniques; high-resolution image; improved super-resolution method; low-resolution images; spatial resolution enhancement methods; sub-pixel distance; Accuracy; Graphics processing units; Hardware; Image color analysis; Spatial resolution; Vectors;
Conference_Titel :
Signal Processing Conference, 2005 13th European
Conference_Location :
Antalya
Print_ISBN :
978-160-4238-21-1