PROJECT TITLE :

Generalized Equalization Model for Image Enhancement (2014)

ABSTRACT :

In this paper, we propose a generalized equalization model for image enhancement. Based on our analysis on the relationships between image histogram and contrast enhancement/white balancing, we first establish a generalized equalization model integrating contrast enhancement and white balancing into a unified framework of convex programming of image histogram. We show that many image enhancement tasks can be accomplished by the proposed model using different configurations of parameters. With two defining properties of histogram transform, namely contrast gain and nonlinearity, the model parameters for different enhancement applications can be optimized. We then derive an optimal image enhancement algorithm that theoretically achieves the best joint contrast enhancement and white balancing result with trading-off between contrast enhancement and tonal distortion. Subjective and objective experimental results show favorable performances of the proposed algorithm in applications of image enhancement, white balancing and tone correction. Computational complexity of the proposed method is also analyzed.


Did you like this research project?

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


PROJECT TITLE : Scaling Up Generalized Kernel Methods ABSTRACT: Over the course of the past two decades, kernel methods have enjoyed a great deal of success. During this era of big data, the collection of data has experienced
PROJECT TITLE : Enhancing Factorization Machines with Generalized Metric Learning ABSTRACT: The cold-start and data sparsity issues that plague recommender systems can be circumvented with the help of factorization machines (FMs),
PROJECT TITLE : Quantum Blockchain Based on Dimensional Lifting Generalized Gram-Schmidt Procedure ABSTRACT: The development of quantum computers compromises the integrity of classical blockchains, making it necessary either
PROJECT TITLE : Multinational License Plate Recognition Using Generalized Character Sequence Detection ABSTRACT: The computer vision community considers automatic license plate recognition (ALPR) to be a solved problem. However,
PROJECT TITLE : Generalized Bayesian Model Selection for Speckle on Remote Sensing Images ABSTRACT: Coherent summation of back-scattered waves and subsequent nonlinear envelope changes introduce speckle noise into both synthetic

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

Project Enquiry