Welcome to Project Solutions !

Project Solutions is the leading final year engineering project providers for IT and Computer Science students across India

Bayesian stereoscopic image resolution enhancement

NameBayesian stereoscopic image resolution enhancement
Categoryimage processing

Resolution enhancement for stereo imaging aims to use a pair of stereo images to reconstruct another pair of images with higher resolution. To tackle this problem, a Bayesian resolution enhancement approach is proposed in this paper. Since the prior image model is essential for solving the ill-posed numerical issues encountered in the image resolution enhancement, the proposed approach exploits a prior image model which considers both the spatial local smoothness constraint within each reconstructed high-resolution image and the disparity-compensated local smoothness constraint between the pair of reconstructed high-resolution images. Then the proposed prior image model is further incorporated into a Bayesian inference formulation to perform stochastic image reconstruction. Experiments are conducted to demonstrate the superior performance of the proposed approach.

is ieee
ieee paper year2013
price rangehigh
Share this google icon

Get a Call Back

related projects

more projects+


Total 0 comments.
    view all

Post your comment

(It will not be published)