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Orcid ID : 0009-0000-7835-9345
Scopus ID : 57197478893
Vidwan-ID : 398636
https://vidwan.inflibnet.ac.in/profile/398636
Dr. Pradipta K. Banerjee
Professor & Head
Department of CSE-AIML
Future Institute of Technology
Kolkata, W.B. India
Former Head & Professor
Department of Electrical Engineering
Future Institute of Engineering $ Mgmt
Kolkata, W.B. India
Email: pradiptak.banerjee@gmail.com
Doctor of Philosophy: University of Calcutta, 2014
Topic: Frequency domain image processing and pattern recognition
Master's of Technology: University of Calcutta, Department of Applied Physics (2004),Electrical Engineering,
Bachelor of Technology:University of Calcutta, Department of Applied Physics (2002)
Bachelor's of Science:University of Calcutta (1999) , Physics (Hons.)
Awards and Honours
Bela Rani Medal
Sudhir Kumar Bhose Memorial Medal
Niladri Bhattacharyay Memorial Award
Manada Sundari Stipend
H.L.Mitter Memorial Prize
Research Interests :
Automatic target detection, recognition and tracking
Emotion Recognition
Pattern Classification Machine Learning
Computer Vision
Thesis Topic
Tilte : "Some Studies on Performance Improvement of Frequency Domain Correlation Technique for Face Recognition"
Highlights
Nonlinear correlation filtering in class specific subspace approach
Design of PSO optimized preferential correlation filter
Regression network based trained preprocessing for MUMACE filter
Extending 3D correlation filter in single face detection and recognition from video
Selected Publications
Pradipta K. Banerjee, Phase-Encoded Cascaded Autoencoders based Correlation Filters and Adaptive Thresholding for Illumination Invariant Face Recognition , ICPR2024, Pattern Recognition Book, Springer, Dec,2024, page 210-226
Pradipta K. Banerjee and Asit K. Datta, Class specific subspace dependent nonlinear correlation filtering for illumination tolerant face recognition,Pattern Recognition Letters, Elsevier, 36,177-185,2013
Pradipta K. Banerjee and Asit K. Datta, Generalized regression neural network based preprocessing of frequency domain correlation filter for improved face recognition and its optical implementation, Optics and Laser Technology,Elsevier, 45, 217-227, 2013
Pradipta K. Banerjee and Asit K. Datta, A preferential digital-optical correlator optimized by particle swarm technique for multi class face recognition”, Optics and Laser Technology, Elsevier, 50, 33-42, 2013
Pradipta K. Banerjee, Asit K. Datta, ”An illumination tolerant class specific 2D subspace based face recognition technique using optimum correlation filter”, Optik , Elsevier 124(17), 3173-3179, 2013
Pradipta K. Banerjee, Jayanta K. Chandra, Asit K. Datta, ”Face detection and eye localization in video by 3D unconstrained filter and neural network”, A. Abraham et al. (Eds. ) : ACC 2011, Part II , CCIS 191, pp.480 489, 2011.Springer-Verlag Berlin Heidelberg , 2011, India
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