Akash Deep Singh
Computer Vision & Machine Learning Engineer
I am passionate about combining Artificial Intelligence and Machine Vision. I have worked for building novel systems to detect; classify glioma cancer and a real-time stat generation camera solution for basketball players. I was also part of the team which built India’s first panoramic camera where I acted as the Machine Learning Lead. My past projects include autopilot firmware for search and rescue drones, building disguised and imposter's face recognition software, an all-terrain navigation vehicle, and sketch to face image matching for forensics.
1. Analysis and optimization of parameters used in training a cascade classifier
Published in Journal, Advances in Image and Video Processing, Society for Science and Education, United Kingdom, ISSN: 2054-7412, Vol:3, Issue: 3, April 2015
This paper is published in association with Ayonix - Face recognition company, Japan. This Research is focused on optimizing the parameters used in Local Binary pattern and Histogram of gradients based cascade classifiers.
2. A Novel System to Monitor Illegal Sand Mining Using Contour Mapping and Color based Image Segmentation
Published in Journal, International Journal of Image Processing, Computer Science Journals, Kuala Lumpur, Malaysia.ISSN: 1985-2304, Vol: 9, Issue: 3, June 2015
The work is done under the guidance of Whishworks, Hyderabad. This Research was done on implementing a sand mining monitoring system.