Ph. D Research As his Ph.D. research, Anabik Pal worked on medical image analysis problems with emphasis on the development of advanced machine learning algorithms. He initiated his research by proposing a novel mixture model for clustering circular-linear data and utilized it for dermatological image segmentation problems. Later, he became interested to explore the latest advancement of deep neural networks for analyzing skin images. He has developed several classification and segmentation algorithms using deep convolutional neural network and capsule network. He has applied the developed algorithms for automatic analysis of psoriatic skin images. His research outcomes are reported in various reputed journals (Pattern Recognition, Computer Methods and Programs in Biomedicine) and top level international conferences (MICCAI 2018, ICPR 2016, ACPR 2015 etc.). Ph. D Supervisor Prof. Utpal Garain (Home Page)

Last updated on 23rd October, 2019