This section provides a list of papers I have published
Graph Attention Network for Detecting License Plates in Crowded Street Scenes
Pinaki Nath Chowdhury, Palaiahnakote Shivakumara, Swati Kanchan, Ramachandra Raghavendra, Umapada Pal, Tong Lu, Daniel Lopresti pdfURLcode Venue: Pattern Recognition Letters (2020)
A new augmentation-based method for text detection in night and day license plate images
Pinaki Nath Chowdhury, Palaiahnakote Shivakumara, Umapada Pal, Tong Lu, Michael Blumenstein pdfURL Venue: Multimedia Tools and Applications (2020)
A New Fractal Series Expansion based Enhancement Model for License Plate Recognition
Pinaki Nath Chowdhury, Palaiahnakote Shivakumara, Hamid A. Jalab, Rabha W. Ibrahim, Umapada Pal, Tong Lu pdfURL Venue: Signal Processing: Image Communication (2020)
UDBNET: Unsupervised Document Binarization Network via Adversarial Game
Amandeep Kumar*, Shuvozit Ghose*, Pinaki Nath Chowdhury, Partha Pratim Roy, Umapada Pal pdfURLcodeslidesvideo Venue: ICPR 2020
Modeling Extent-of-Texture Information for Ground Terrain Recognition
Shuvozit Ghose, Pinaki Nath Chowdhury, Partha Pratim Roy, Umapada Pal pdfURLcodeslidesvideo Venue: ICPR 2020
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 pdfURLcode Venue: ACPR 2019
Handwritten Numeral String Recognition for Indian Scripts
Hongjian Zhan, Pinaki Nath Chowdhury, Umapada Pal, and Yue Lu pdfURL Venue: ACPR 2019
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 pdfURL Venue: ICDAR 2019
* equal contribution
Research Experience
Indian Statistical Institute, Kolkata Supervisor: Prof. Umapada Pal, head of CVPR Unit
Position: Project Linked Person
June 2018 - September 2020
Council of Scientific & Industrial Research - Central Drug Research Institute Supervisor: Dr. Sukant Khurana
Position: Internship
August 2017 - February 2018