Computer Vision
M.Sc. Thesis
Supervisor: Dr. Qi Tian
Worked on Face Detection, Gender Classification and Age Estimation classification algorithm enhancement using Discrete Cosine Transformation, Histogram of Oriented Features as Feature Extraction and Convolutional Neural Network and Support Vector Machine as Machine Learning techniques.
Image processing
B.Sc. Thesis
Supervisor: Rubel Biswas
Co-Supervisor: Zahangir Alom
Worked on Automated parking lot management system for Bengali Language, by using Connected Component labeling, Bounding Box, Canny Edge Detection & Hough Transformation for license plate localization and used OCR for pattern recognition following by database to store as well as manipulating the system.