- “Remove camera motion from video to detect object motion” ( Currently pursuing)
Institute : Computer Science dept, Oregon State University
Supervisor: Prof Sinisa Todorovic
Role : Alogrithm developer & Programmer
Camera motion, which hampers motion detection, is removed from the video so that object motion or activities can be detected efficiently and seamlessly.
- “Image Enhance in Spatial Domain”. (July, 2008 – Nov, 2008.)
Institute: Indian Statistical Institute (ISI), Kolkata.
Supervisor: Prof. Kuntal Ghosh.
Role: Programmer
This was aimed at the application of different Image Enhancement techniques in spatial domain like contrast enhancement, noise reduction and sharpening which were performed by non-linear transformations and spatial filtering.
- “Mammogram analysis and its application in breast cancer detection” (Jan, 2009 – May, 2009.)
Institute: Indian Statistical Institute (ISI), Kolkata
Supervisor: Prof Kuntal Ghosh
Role: ALogrithm developer & Programmer
Applied noise reduction, contrast enhancement and sharpening filtering methods on mammograms to enhance micro-calcifications and facilitate breast cancer detection in early stage.
- “Multi-level Segmentation of Gray Scale Images”. (July, 2009 –Dec, 2009.)
Institute: Indian Statistical Institute (ISI), Kolkata.
Supervisor: Prof. Kuntal Ghosh.
Role: ALogrithm developer & Programmer
Applied modified Otsu’s algorithm to multi-segment the gray scale images and compare with other methods.
- “Image Segmentation using Visual Cues”. (Jan, 2010 – Sept, 2010.):
Institute: Indian Statistical Institute (ISI), Kolkata.
Supervisor: Prof. Kuntal Ghosh.
Role: ALogrithm developer & Programmer
This aims at design of a visually inspired filter to perform figure-ground and multi segmentation of gray scale images.
- “Pattern Recognition and it’s application in Face Recognition”. (Sept, 2009 – Feb, 2010.)
Institute: Indian Statistical Institute (ISI), Kolkata.
Supervisor: Prof. Kuntal Ghosh.
Role: ALogrithm developer & Programmer
In this project Artificial Neural Network (ANN) based learning algorithm are applied to classify and recognize different face images.
- “Development of Computer Code for Implementation of Differential Quadrature Method to Solve Various Structural Mechanics Problems” (Mar, 2008 – Jan, 2009)
Institute: Indian Institute of Technology (IIT), Kharagpur.
Supervisor: Dr. S.C. Pradhan. (scp@aero.iitkgp.ernet.in)
Role: ALogrithm developer & Programmer
Differential equations of Structural Mechanics are analyzed and numerical solutions are generated using Differential Quadrature Method to investigate mechanical behavior of Carbon Nano Tube.
- “Multimedia Steganography” (Sept, 2009 – April 2010)
Institute: Techno India, salt-lake.
Supervisor: Prof. Mousumi Bhattacharyya. (mb.cse@ticollege.ac.in)
Role : Project planner, algorithm designer & code developer.
In this project different steganographic algorithms were implemented on all kinds of media – Text, Image, Audio and Video.
