Research

Ph.D

Research Area: Computer Vision, Deep Learning, Image-to-image transformation using Deep Learning.

On Going Research:

Currently I am working on Image-to-image transformation task, where the input image from one domain is transformed into the output image of another domain. It has many real world applications in image processing, computer graphics and computer vision like, image colorization, image super-resolution, image in-painting, image style transfer and Sketch-to-Photo synthesis, etc., A challenging issue in this task is to have a common framework that works for all the above mentioned applications. In this research, we aim to investigate and propose methodologies to perform inter conversion among various domains. Our research involves using Deep Learning methods such as Neural Networks to achieve the same.