Ripon Kumar Saha is a 3rd year Ph.D. student at Arizona State University, in the School of Computer Engineering(CE). He received his MS at Gwangju Institute of Science and Technology, South Korea in 2020. Ripon received his BS in Computer science and Engineering at Jessore University of Science and Technology in 2017. His research interests are in the field of Computer Vision, Computational Imaging, and Computational Photography.
Arizona State University (ASU)
Ph.D. student with RA in Imaging Lyceum Lab• August 2020 - Continue
My current work is based on Turbulence Image Restoration from dynamic scenes using self-supervised deep learning methods. Overall I'm working on Computational Photography and the deep learning area. Besides, I'm working for Alphacore related to the Turbulence project and LightSense Technology related to spectroscopy in collaboration with the Imaging Lyceum Lab supervised by professor Suren Jayasuriya.
Relevant Coursework:
- EEE 515 Machine Vision and Pattern Rec
- EEE 598 Physics-based Computer Vision
- CSE 551 Foundations of Algorithms
- EEE 350 Random Signal Analysis
Gwangju Institute of Science and Technology (GIST)
Master student with RA in Neurophotonics Lab• September 2018 - August 2020
My current lab mainly focuses on solving current outstanding problems using state-of-the-art neurophotonics technology. My work is based on computational image analysis based on biomedical images, and testing different ML algorithms, model optimization & developing new models.
Relevant Coursework:
- Computer Vision
- Deep Learning
- Advanced Deep Learning
- Algorithm
- Fast.ai Mooc 2019
- CNN (Stanford Online)
- The Ancient Secrets of Computer Vision (UW online - ongoing)
- Deep Learning Specialization (By Coursera - ongoing)
Jashore University of Science and Technology
B.S.C. Degree in Computer Science & Engineering • February 2012 - December 2016
For the thesis, I designed a real-time Earliest deadline first algorithm with Relatively Greater Power Efficiency and Low Deadline Miss Ratio. I have also completed various projects including Bengali language speaker in C#, Assignment maker in C++, and OpenGL GUI game of bubble shooter.
- Computational Photography
- Computer Vision
- Optics
- Deep Learning
- I'm working with The Imaging Lyceum Lab under the supervision of Professor Suren Jayasuriya.
- We are also collaborating with the Imaging and Vision Lab of LSU for the Turbulence project we are working on.
- For real-life experiments and data collection with heavy instruments, I'm working with Alphacore from time to time.
- Some work was related to LightSense to predictive analysis of spectroscopy data.
Recently I'm focusing on Long-range video restoration distorted by Atmospheric turbulence. This project focus on the dynamic scene with Background and foreground.
- 1st place in BuildwithAI Hackathon [4,000+ participants, 300+submission, 70+ countries].
- 1st Runners-up in the National Math Olympiad Bangladesh. [5400 participants].
- Champion within 6 districts in the Regional math olympiad.