I love working in problems related to machine learning and computer vision.
A New U-Net based Enhancement Model for License Plate Detection in Night and Day Images
Pinaki Nath Chowdhury, Palaiahnakote Shivakumara, Raghavendra Ramachandra, Umapada Pal, Tong Lu, and Michael Blumenstein
Handwritten Numeral String Recognition for Indian Scripts
Hongjian Zhan, Pinaki Nath Chowdhury, Umapada Pal, and Yue Lu
ICDAR2019 Robust Reading Challenge on Multi-lingual Scene Text Detection and Recognition – RRC-MLT-2019
Nibal Nayef, Yash Patel, Michal Busta, Pinaki Nath Chowdhury, Dimosthenis Karatzas, Wafa Khlif, Jiri Matas, Umapada Pal, Jean-Christophe Burie, Cheng-lin Liu, Jean-Marc Ogier
Doctor's Handwritten Offline Recognition
Indian Statistical Institute, Kolkata, 2 years
I am working with a team of senior researcher to build a system to read Doctor's Handwritten Prescription offline.
PhocNet: A zero shot word spotting algorithm originally proposed by S Sudholt
MLT_OCR: This code extracts only the recogition of "E2E-MLT - an Unconstrained End-to-End Method for Multi-Language Scene Text" by Michal Busta
Final Year Project (undergraduate): Includes implementation of boundary detection of nebulae or Supernova Remnants using KMeans(slightly modified for this project)