Bootstrap Approximation of Gibbs Measure for Finite-Range Potential in Image Analysis
Journal Title: International Journal of Advanced Computer Science & Applications - Year 2015, Vol 6, Issue 3
Abstract
This paper presents a Gibbs measure approximation method through the adjustment of the associated estimated potential. We use the information criterion to prove the accuracy of this approach and the bootstrap computation method to determine the explicit form. The Gibbs sampler is the tool of our simulations while taking advantage of the use of the only one MCMC inside of the multiple necessary MCMC in the classical approximation. We focus on the validity of our approach for the Gibbs measure of a Markov Random Field with an interaction potential function and the associated uniqueness condition. Some theoretical and numerical results are given.
Authors and Affiliations
Abdeslam EL MOUDDEN
Keywords
Related Articles
- EP ID EP148050
- DOI 10.14569/IJACSA.2015.060311
- Views 108
- Downloads 0
A Hazard Detection and Tracking System for People with Peripheral Vision Loss using Smart Glasses and Augmented Reality
Peripheral vision loss is the lack of ability to recognise objects and shapes in the outer area of the visual field. This condition can affect people’s daily activities and reduces their quality of life. In this work, a...
Fast DC Mode Prediction Scheme For Intra 4x4 Block In H.264/AVC Video Coding Standard
In this paper, the researchers proposed a new scheme for DC mode prediction in intra frame for 4X4 block. In this scheme, the upper and left neighboring pixels would be used to predict each of the pixels in the 4X4 block...
New Technique for Suppression Four-Wave Mixing Effects in SAC-OCDMA Networks
A new technique invented for suppressing the FWM in SAC-OCDMA systems based on adding idle code at the sideband of the code construction to generate the virtual FWM power at the sideband of the signal, and then by subtra...
Fault-Tolerant Model Predictive Control for a Z(TN)-Observable Linear Switching Systems
This work considers the control and the state observation of a linear switched systems with actuators faults. A particular problem is studied: the occurrence of non-observable subsystem in the switching sequence. Hence,...
An Approach to Calculate the Efficiency for an N-Receiver Wireless Power Transfer System
A wireless power transfer system with more than one receiver is a realistic proposition for charging multiple devices such as phones and a tablets. Therefore, it is necessary to consider systems with single transmitters...