Research Interests
My research focus is broadly centered around Deep Learning and its applications in Computer Vision problems. In the past few years I have explored diverse range of topics including Self-supervised Learning, Object Detection, Document Layout Analysis, Knowledge Distillation, Image Retrieval, Scene Text Recognition. Currently, I am looking for PhD opportunities and am highly interested to collaborate on Computer Vision and Machine Learning based research projects.
|
Selected Publications
2023
|
|
Semi-automatic Speed Estimation from Object Tracking
Supervisor: Prof. Umapada Pal
Timeline: May, 2023
The details of this project will be released soon.
|
|
Synthetic Scene-Aware Semantics-Agnostic Text Generation
Supervisor: Prof. Umapada Pal
Timeline: July, 2022
The details of this project will be released soon.
|
|
Vehicle Detection & Tracking with Speed Estimation & License Plate Recognition
Supervisor: Prof. Umapada Pal
Timeline: June, 2022 – May, 2023
|
|
Towards Faster Fine-Grained Sketch-based Image Retrieval
Mentor: Dr. Ayan Kumar Bhunia
Timeline: August, 2021 – July, 2022
The details of this project will be released soon.
|
|
Image Forgery Localization with Hashless Strategy
Mentor: Prof. Ram Kumar Karsh
Timeline: January, 2021 – June, 2021
|
|
Word Sense Disambiguation using Visual Information
Supervisor: Prof. Koushik Guha
Timeline: June, 2017 – July, 2017
|
Professional & Voluntary work
Served as a reviewer for International Journal of Advances in Applied Sciences (IJAAS).
|
|