PROJECT TITLE:

Multiscale Logarithm Difference Edgemaps for Face Recognition Against Varying Lighting Conditions - 2015

ABSTRACT:

Lambertian model is a classical illumination model consisting of a surface albedo part and a lightweight intensity element. Some previous researches assume that the sunshine intensity part mainly lies in the massive-scale features. They adopt holistic image decompositions to separate it out, but it is troublesome to come to a decision the separating purpose between massive-scale and small-scale features. In this paper, we tend to propose to take a logarithm remodel, which can modification the multiplication of surface albedo and light intensity into an additive model. Then, a difference (substraction) between 2 pixels in a very neighborhood will eliminate most of the light intensity element. By dividing an area into subregions, edgemaps of multiple scales can be obtained. Then, every edgemap is multiplied by a weight that can be determined by an freelance coaching scheme. Finally, all the weighted edgemaps are combined to make a sturdy holistic feature map. Extensive experiments on four benchmark knowledge sets in controlled and uncontrolled lighting conditions show that the proposed method has promising results, especially in uncontrolled lighting conditions, even mixed with alternative complicated variations.


Did you like this research project?

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


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 :Distributed Optimal Control of Multiscale Dynamical Systems: A TutorialABSTRACT:Many complex systems, starting from renewable resources [one] to terribly-large-scale robotic systems (VLRS) [two], will be described
PROJECT TITLE :Electrothermal Multiscale Modeling and Simulation Concepts for Power ElectronicsABSTRACT:This paper presents a finite-part-based simulation methodology to enhance on multiscale modeling and analysis limitations
PROJECT TITLE :Multiscale statistically correlated variability: A unified model for computer-aided designABSTRACT:A easy analytical model of statistically correlated variability that unifies local and world variations is presented.
PROJECT TITLE :Wideband Fast Kernel-Independent Modeling of Large Multiscale Structures Via Nested Equivalent Source ApproximationABSTRACT:We propose a wideband quick kernel-freelance modeling of large multiscale structures; we

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

Project Enquiry