Sourav De

Sourav De did his Bachelors in Information Technology from The University of Burdwan, Burdwan, India in 2002. He did his Masters in Information Technology from West Bengal University of Technology, Kolkata, India in 2005. He completed PhD in Computer Science and Technology from Indian Institute of Engineering & Technology, Shibpur, Howrah, India in 2015. He is currently an Associate Professor of Computer Science and Engineering in Cooch Behar Government Engineering College, West Bengal. Previous to this, he was an Assistant Professor in the Department of Computer Science and Information Technology of University Institute of Technology, The University of Burdwan, Burdwan, India since 2006. He served as a Junior Programmer in Apices Consultancy Private Limited, Kolkata, India in 2005. He has more than about 20 research publications in internationally reputed journals, international edited books and international IEEE conferences. He served as reviewer in several International IEEE conferences and also in several international editorial books. He has been the member of the organizing and technical program committees of several national and international conferences. He has been invited in different seminars as an expert speaker. He is a co-author of a proposed book on soft computing. His research interests include soft computing, pattern recognition, image processing and data mining. Dr. De is a member of IEEE, ACM, Computer Science Teachers Association (CSTA) and IAENG, Hong Kong. He is a life member of ISTE, India.

Publications

True Color Image Segmentation Using Quantum-Induced Modified-Genetic-Algorithm-Based FCM Algorithm
True Color Image Segmentation Using Quantum-Induced Modified-Genetic-Algorithm-Based FCM Algorithm
Sunanda Das, Sourav De, Siddhartha Bhattacharyya. © 2021. 33 pages.
In this chapter, a quantum-induced modified-genetic-algorithm-based FCM clustering approach is proposed for true color image segmentation. This approach brings down the early...
Intelligent Multidimensional Data and Image Processing
Intelligent Multidimensional Data and Image Processing
Sourav De, Siddhartha Bhattacharyya, Paramartha Dutta. © 2018. 429 pages.
As the most natural and convenient means of conveying or transmitting information, images play a vital role in our daily lives. Image processing is now of paramount importance in...
Feature Dimension Reduction for Content-Based Image Identification
Feature Dimension Reduction for Content-Based Image Identification
Rik Das, Sourav De, Siddhartha Bhattacharyya. © 2018. 284 pages.
Image data has portrayed immense potential as a foundation of information for numerous applications. Recent trends in multimedia computing have witnessed a rapid growth in...
True Color Image Segmentation Using Quantum-Induced Modified-Genetic-Algorithm-Based FCM Algorithm
True Color Image Segmentation Using Quantum-Induced Modified-Genetic-Algorithm-Based FCM Algorithm
Sunanda Das, Sourav De, Siddhartha Bhattacharyya. © 2018. 40 pages.
In this chapter, a quantum-induced modified-genetic-algorithm-based FCM clustering approach is proposed for true color image segmentation. This approach brings down the early...
Dimension Reduction Using Image Transform for Content-Based Feature Extraction
Dimension Reduction Using Image Transform for Content-Based Feature Extraction
Sourav De, Madhumita Singha, Komal Kumari, Ritika Selot, Akshat Gupta. © 2018. 15 pages.
Technological advancements in the field of machine learning have attempted classification of the images of gigantic datasets. Classification with content-based image feature...
Preface
Preface
Siddhartha Bhattacharyya, Hrishikesh Bhaumik, Sourav De, Goran Klepac. © 2017. 6 pages.
This Preface is included in the book Intelligent Analysis of Multimedia Information.
Multilevel Image Segmentation Using Modified Particle Swarm Optimization
Multilevel Image Segmentation Using Modified Particle Swarm Optimization
Sourav De, Firoj Haque. © 2017. 37 pages.
Particle Swarm Optimization (PSO) is a well-known swarm optimization technique. PSO is very efficient to optimize the image segmentation problem. PSO algorithm have some...
Intelligent Multidimensional Data Clustering and Analysis
Intelligent Multidimensional Data Clustering and Analysis
Siddhartha Bhattacharyya, Sourav De, Indrajit Pan, Paramartha Dutta. © 2017. 450 pages.
Data mining analysis techniques have undergone significant developments in recent years. This has led to improved uses throughout numerous functions and applications. Intelligent...
Multilevel and Color Image Segmentation by NSGA II Based OptiMUSIG Activation Function
Multilevel and Color Image Segmentation by NSGA II Based OptiMUSIG Activation Function
Sourav De, Siddhartha Bhattacharyya, Susanta Chakraborty. © 2016. 28 pages.
A self-supervised image segmentation method by a non-dominated sorting genetic algorithm-II (NSGA-II) based optimized MUSIG (OptiMUSIG) activation function with a multilayer...
Multilevel Image Segmentation by a Multiobjective Genetic Algorithm Based OptiMUSIG Activation Function
Multilevel Image Segmentation by a Multiobjective Genetic Algorithm Based OptiMUSIG Activation Function
Sourav De, Siddhartha Bhattacharyya, Susanta Chakraborty. © 2013. 41 pages.
The proposed chapter is intended to propose a self supervised image segmentation method by a multi-objective genetic algorithm based optimized MUSIG (OptiMUSIG) activation...