Research
I am interested in conducting research in areas related with image processing , machine learning, computer vision, artificial intelligence and medical image processing. I am specially interests in biologically inspired ideas like genetic algorithms and artificial neural networks, and their soft-computing applications. Recently, I have been involved in solving image/video restoration problems using neuro-fuzzy techniques, homogeneous and heterogeneous combination of classifiers using genetic progemming, optimization of shaping functions in digital watermarking and image fusion. Currently, I am working in these fields
Medical Image Processing
· Brain MRI, Breast Mammogram, Lungs CT Scan and Ultrasound images
Machine Learning & Data Mining
· Neural Networks, Fuzzy Logic, Genetic Algorithms and Genetic Programming, Particle Swarm Optimization, Support Vector Machine, Clustering & Classification
Digital Image Processing
· Image Watermarking, Gender Classification, Facial Expression Classification, Image Fusion, Image Restoration, Text Watermarking
Projects
3D brain tumor detection and Visualization, Human Action and Activity Recognition, Object Detection and Classification, Video Categorization and Classification, Video Tagging