Academic Projects
Image Processing
Github LinkAs a requirement of the course, I have implemented several image processing and pattern recognition algorithms that are the followings. Moreover, Bangla character separation from text images and male, female feature extraction and detection were two exciting work that I loved to work.
Algorithms
Sobel Edge Detection
Hough Transformation Line Detection
Harris Corner Detection
Skin Detection
K-Means Clustering
Mean-Shift Clustering
Red Eye Detection and Removing
Image Feature Extraction and Male Female Detection
Others
Image Convertion to GrayScale
Image Convertion to Binary
Image Convertion to Negative
Bangla characters separation from text image
OMR Sheet Result Analysis Tool
This is a complete package for processing OMR answer sheet
Result Analysis Tool (RAT) is a software for examining scanner educed image of OMR sheet, constructing database, data correction, marking, report generation, and result delivery.
Bangla Letter Separation from Text Image
From an image of texts the letters of Bangla language is separated using image processing algorithms. At first using Otsu thresholding the 'Matra' is removed from each line. And then using pixel to pixel graph algorithm the area of each character is determined and then cropped to make a new character image.
Customer Relationship Management (CRM) Tool
The Customer Relationship Management (CRM) is a web based software application, developed for Southtech Limited for their internal use. By the CRM software a company can manage their existing customers, potential customers, opportunities (products likely to buy) and contacts. It was developed in ASP.NET MVC 5 framework.