PROJECT TITLE :

Gcs De color: Gradient Correlation Similarity for Efficient Contrast Preserving De colorization - 2015

ABSTRACT:

This paper presents a novel gradient correlation similarity (Gcs) live-primarily based decolorization model for faithfully preserving the appearance of the initial color image. Contrary to the conventional information-fidelity term consisting of gradient error-norm-primarily based measures, the newly outlined Gcs measure calculates the summation of the gradient correlation between each channel of the colour image and also the reworked grayscale image. Two economical algorithms are developed to resolve the proposed model. On one hand, because of the highly nonlinear nature of Gcs measure, a solver consisting of the augmented Lagrangian and alternating direction methodology is adopted to deal with its approximated linear parametric model. The presented algorithm exhibits glorious iterative convergence and attains superior performance. On the other hand, a discrete looking solver is proposed by determining the solution with the minimum perform price from the linear parametric model-induced candidate images. The non-iterative solver has benefits in simplicity and speed with solely many simple arithmetic operations, leading to real-time computational speed. In addition, it is very strong with respect to the parameter and candidates. In depth experiments underneath a variety of check images and a comprehensive evaluation against existing state-of-the-art strategies consistently demonstrate the potential of the proposed model and algorithms.


Did you like this research project?

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


PROJECT TITLE : ESVSSE Enabling Efficient, Secure, Verifiable Searchable Symmetric Encryption ABSTRACT: It is believed that symmetric searchable encryption, also known as SSE, will solve the problem of privacy in data outsourcing
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 :Guest Editorial Special Issue on the 2015 IEEE International Instrumentation and Measurement Technology Conference Pisa, Italy, May 11–14, 2015ABSTRACT:The thirty second annual IEEE International Instrumentation
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

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

Project Enquiry