PROJECT TITLE :

Efficient Evaluation of Image Quality via Deep-Learning Approximation of Perceptual Metrics

ABSTRACT:

An important role in the evaluation of complicated Image Processing algorithms is played by image metrics based on human visual system (HVS). As a result of this, the use of the HVS model is restricted to a small number of applications and a small amount of input data. For all of these reasons, real-world settings do not favour such measurements. Deep Image Quality Metric (DIQM), a deep-learning approach to learn the global image quality feature, is proposed to address these challenges (mean-opinion-score). When compared to prior solutions, DIQM is able to efficiently imitate existing visual metrics while reducing computing costs by an order of magnitude.


Did you like this research project?

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


PROJECT TITLE :Efficient, Non-Iterative Estimator for Imaging Contrast Agents With Spectral X-Ray DetectorsABSTRACT:An estimator to image contrast agents and body materials with x-ray spectral measurements is described. The estimator
PROJECT TITLE : Video Dissemination over Hybrid Cellular and Ad Hoc Networks - 2014 ABSTRACT: We study the problem of disseminating videos to mobile users by using a hybrid cellular and ad hoc network. In particular, we formulate
PROJECT TITLE : Secure and Efficient Data Transmission for Cluster-Based Wireless Sensor Networks - 2014 ABSTRACT: Secure data transmission is a critical issue for wireless sensor networks (WSNs). Clustering is an effective
PROJECT TITLE : R3E Reliable Reactive Routing Enhancement for Wireless Sensor Networks - 2014 ABSTRACT: Providing reliable and efficient communication under fading channels is one of the major technical challenges in wireless
PROJECT TITLE : PSR A Lightweight Proactive Source Routing Protocol For Mobile Ad Hoc Networks - 2014 ABSTRACT: Opportunistic data forwarding has drawn much attention in the research community of multihop wireless networking,

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

Project Enquiry