Academic Projects

Image Processing

Github Link

As 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

  1. Sobel Edge Detection

  2. Hough Transformation Line Detection

  3. Harris Corner Detection

  4. Skin Detection

  5. K-Means Clustering

  6. Mean-Shift Clustering

  7. Red Eye Detection and Removing

  8. 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

Github Link

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

Github link

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.