PROJECT TITLE :

A Fast Superresolution Image Reconstruction Algorithm

ABSTRACT:

During a previous paper we tend to have proposed 2 new superresolution image reconstruction algorithms, based mostly on a non-parametric numerical integration Bayesian inference technique, the Integrated Nested Laplace Approximation (INLA). Despite achieving superior image reconstruction results compared to different state-of-the-art methods, such algorithms manipulate huge matrices (though sparse). Therefore, the demand for memory usage and computation is high. During this paper, review such algorithms, solving these issues through relaxing one equation in the original mathematical model and involving the high-resolution (HR) image in a very Torus. The result's a meaningful reduction within the computation value of such algorithms and in the size of the matrices handled as well (from n2-by-n2 to n-by-n, the dimensions of the HR image). The result's a new algorithm, abundant faster than its previous version and other meaningful state-of-the-art algorithms.


Did you like this research project?

To get this research project Guidelines, Training and Code... Click Here


PROJECT TITLE : Fast Globally Optimal Transmit Antenna Selection and Resource Allocation Scheme in mmWave D2D Networks ABSTRACT: The process of transmit antenna selection, abbreviated as TAS at base stations, has been the subject
PROJECT TITLE : Fast Multi-Criteria Service Selection for Multi-User Composite Applications ABSTRACT: Paradigms such as Software as a Service (SaaS) and Service-Based Systems (SBSs), which are becoming more prevalent as cloud
PROJECT TITLE : Traffic Prediction and Fast Uplink for Hidden Markov IoT Models ABSTRACT: In this work, we present a novel framework for the traffic prediction and fast uplink (FU) capabilities of Internet of Things (IoT) networks
PROJECT TITLE : A Multi-criteria Approach for Fast and Robust Representative Selection from Manifolds ABSTRACT: The problem of representative selection can be summed up as the challenge of selecting a small number of informative
PROJECT TITLE : Deadline-Aware Fast One-to-Many Bulk Transfers over Inter-Datacenter Networks ABSTRACT: An ever-increasing number of cloud services are being run on a global scale. In order to increase both the quality and

Ready to Complete Your Academic MTech Project Work In Affordable Price ?

Project Enquiry