Hey there! I am Amartya Dutta and I am from the beautiful city of Guwahati in the state of Assam, India. I am a Graduate Student in the Department of Computer Science at Virginia Tech. I am presently a Graduate Research Assistant at the Knowledge Guided Machine Learning (KGML) Lab at Virginia Tech where I work under the guidance of my advisor Dr. Anuj Karpatne. I received my Bachelor's in Computer Science and Engineering from the Indian Institute of Information Technology Guwahati where I worked with Dr. Ferdous Ahmed Barbhuiya. I am also a a graduate student researcher working with the Imageomics Institute.
My research interests are in Deep Learning and Computer Vision. I am also interested in interdisciplinary applications of AI. My research currently focuses on Image Segmentation and incorporating Knowledge Graphs into driving the segmentation process. I have previously also worked on Augmented and Virtual Reality and have built applications based around them using Unity.
News
- May 2023: Became Graduate Research Assistant at the KGML Lab
- March 2023: Visited OSU, Columbia for Imageomics Team Meeting
- December 2022: Became Graduate Teaching Assistant for CS 2064
- August 2022: Joined Virginia Tech as a M.S. Computer Science Student
Education
Virginia Tech.; Blacksburg
Indian Institute of Information Technology (IIIT) Guwahati; Guwahati
Publications
Conference Proceedings
Efficient Detection of Lesions During Endoscopy Amartya Dutta , Rajat Kanti Bhattacharjee and Ferdous AhmedBarbhuiya. Accepted in ICPR International Workshops and Challenges (ICPR 2021)
Learning via Long Short-Term Memory (LSTM) Network for Predicting Strains in Railway Bridge Members Under Train Induced Vibration Amartya Dutta and Kamaljyoti Nath. Accepted in ICDSMLA 2020
Preprint
Predicting Popularity of Images Over 30 Days Amartya Dutta and Ferdous AhmedBarbhuiya
Work Experience
Knowledge Guided Machine Learning Lab, Virginia Tech.
Dept. of Computer Science, Virginia Tech.
CS 2064: Intermediate Programming in Python
IIIT Guwahati (Accenture Labs Sponsored Project)
Worked on establishing relationships between the different parameters across hybrid cloud systems with a future proposal for an effective framework to balance workload in hybrid cloud systems, optimizing energy usage while making it cost-effective and seamless.
AiBorne Tech.
Developed interactive Augmented Reality portals using ArCore that have features such as prompts to enter passwords while trying to enter a secure place through the portal, allowing users to interact with virtual objects.
User Centric Computing & Networking Lab, IIT Guwahati
Developed an Interactive Virtual Reality Tour using Photogrammetry and Photospheres while taking into consideration the UX in VR environments.
Awards
3rd Position in IEEE International Conference on Image Processing (ICIP) Image Popularity Prediction Challenge - 2020
Unity India Online Round Finalist - 2019
Winners of Alcheringa’s (North-East India’s largest cultural festival) Acoustic Band Competition - 2019
North-East India Hackathon, Semifinalist - 2019
Contact
email: amartya [AT] vt [dot] edu
Postal address: Dept. of Computer Science, Virginia Tech
3120, Torgersen Hall
620 Drillfield Drive, Blacksburg, VA, 24060.