Siddhartha Bhattacharyya

Dr. Siddhartha Bhattacharyya did his Bachelors in Physics, Bachelors in Optics and Optoelectronics and Masters in Optics and Optoelectronics from University of Calcutta, India in 1995, 1998 and 2000 respectively. He completed PhD in Computer Science and Engineering from Jadavpur University, India in 2008. He is the recipient of the University Gold Medal from the University of Calcutta for his Masters. He is the recipient of the coveted National Award Adarsh Vidya Saraswati Rashtriya Puraskar for excellence in education and research in 2016. He is the recipient of the Distinguished HoD Award and Distinguished Professor Award conferred by Computer Society of India, Mumbai Chapter, India in 2017. He is the recipient of the coveted Bhartiya Shiksha Ratan Award conferred by Economic Growth Foundation, New Delhi in 2017. He received the NACF-SCRA, India award for Best Faculty for Research in 2017. He received the Honorary Doctorate Award (D. Litt.) from The University of South America and the South East Asian Regional Computing Confederation (SEARCC) International Digital Award ICT Educator of the Year in 2017. He also received the Rashtriya Shiksha Gaurav Puraskar from Center for Education Growth and Research, India in 2017. He has been appointed as the ACM Distinguished Speaker for the tenure 2018-2020.

His research interests include soft computing, pattern recognition, multimedia data processing, hybrid intelligence and quantum computing. Dr. Bhattacharyya is a fellow of Institute of Electronics and Telecommunication Engineers (IETE), India. He is also a senior member of Institute of Electrical and Electronics Engineers (IEEE), USA, International Institute of Engineering and Technology (IETI), Hong Kong and Association for Computing Machinery (ACM), USA. He is a member of Institution of Engineering and Technology (IET), UK, International Rough Set Society, International Association for Engineers (IAENG), Hong Kong, Computer Science Teachers Association (CSTA), USA, International Association of Academicians, Scholars, Scientists and Engineers (IAASSE), USA, Institute of Doctors Engineers and Scientists (IDES), India and The International Society of Service Innovation Professionals (ISSIP). He is a life member of Computer Society of India, Optical Society of India, Indian Society for Technical Education and Center for Education Growth and Research, India.

Publications

Portfolio Optimization and Asset Allocation With Metaheuristics: A Review
Jhuma Ray, Siddhartha Bhattacharyya, N. Bhupendro Singh. © 2021. 19 pages.
Portfolio optimization stands to be an issue of finding an optimal allocation of wealth to place within the obtainable assets. Markowitz stated the problem to be structured as...
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...
Grayscale Image Segmentation With Quantum-Inspired Multilayer Self-Organizing Neural Network Architecture Endorsed by Context Sensitive Thresholding
Pankaj Pal, Siddhartha Bhattacharyya, Nishtha Agrawal. © 2021. 31 pages.
A method for grayscale image segmentation is presented using a quantum-inspired self-organizing neural network architecture by proper selection of the threshold values of the...
Strategic Approaches for Conflict Resolution in Organizations: Emerging Research and Opportunities
Siddhartha Bhattacharyya. © 2020. 187 pages.
Disputes between peers as well as between supervisors-subordinates happen numerous times a week in the corporate environment. Although the win-win concept is the ideal...
Intelligent Innovations in Multimedia Data Engineering and Management
Siddhartha Bhattacharyya. © 2019. 316 pages.
With the ever-increasing volume of data, proper management of data is a challenging proposition to scientists and researchers, and given the vast storage space required...
Contemporary Developments in High-Frequency Photonic Devices
Siddhartha Bhattacharyya, Pampa Debnath, Arpan Deyasi, Nilanjan Dey. © 2019. 369 pages.
Microwave photonics and information optics provide high bandwidth and precision along with ultrafast speed at a low cost. In order to reduce noise at the communication...
Advanced Multi-Criteria Decision Making for Addressing Complex Sustainability Issues
Prasenjit Chatterjee, Morteza Yazdani, Shankar Chakraborty, Dilbagh Panchal, Siddhartha Bhattacharyya. © 2019. 360 pages.
Sustainability issues have gained more importance in contemporary globalization, pushing decision makers to find a systematic mathematical approach to conduct analyses of this...
Applications of Electromagnetic Bandgap Structure in Microwave Photonics
Arpan Deyasi, Pampa Debnath, Siddhartha Bhattacharyya. © 2019. 24 pages.
Microwave photonics is the arena of research in the 21st century due to ever-increasing ultra-large bandwidth and the meticulous availability of data with very low cost. In this...
Portfolio Optimization and Asset Allocation With Metaheuristics: A Review
Jhuma Ray, Siddhartha Bhattacharyya, N. Bhupendro Singh. © 2019. 26 pages.
Portfolio optimization stands to be an issue of finding an optimal allocation of wealth to place within the obtainable assets. Markowitz stated the problem to be structured as...
Conditional Value-at-Risk-Based Portfolio Optimization: An Ant Colony Optimization Approach
Jhuma Ray, Siddhartha Bhattacharyya, N. Bhupendro Singh. © 2019. 27 pages.
Over the past few decades, an extensive research on the multi-objective decision making and combinatorial optimization of real world's financial transactions has taken place....
Quantum-Inspired Intelligent Systems for Multimedia Data Analysis
Siddhartha Bhattacharyya. © 2018. 329 pages.
As multimedia data advances in technology and becomes more complex, the hybridization of soft computing tools allows for more robust and safe solutions in data processing and...
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
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...
Quantum-Inspired Automatic Clustering Technique Using Ant Colony Optimization Algorithm
Sandip Dey, Siddhartha Bhattacharyya, Ujjwal Maulik. © 2018. 28 pages.
Quantum computing has emerged as the most challenging field of research in efficient computation. This chapter introduces a novel quantum-inspired ant colony optimization...
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...
Grayscale Image Segmentation With Quantum-Inspired Multilayer Self-Organizing Neural Network Architecture Endorsed by Context Sensitive Thresholding
Pankaj Pal, Siddhartha Bhattacharyya, Nishtha Agrawal. © 2018. 37 pages.
A method for grayscale image segmentation is presented using a quantum-inspired self-organizing neural network architecture by proper selection of the threshold values of the...
True Color Image Segmentation by MUSIG Activation Function Using Self-Supervised QMLSONN Architecture With Context-Sensitive Thresholding
Pankaj Pal, Siddhartha Bhattacharyya. © 2018. 49 pages.
In this chapter, the authors propose the true color image segmentation in real-life images as well as synthetic images by means of thresholded MUSIG function, which is learnt by...
Generative Model Based Video Shot Boundary Detection for Automated Surveillance
Biswanath Chakraborty, Siddhartha Bhattacharyya, Susanta Chakraborty. © 2018. 27 pages.
Video shot boundary detection (SBD) or video cut detection is one of the fundamental processes of video-processing with respect to semantic understanding, contextual information...
Preface
Siddhartha Bhattacharyya, Hrishikesh Bhaumik, Sourav De, Goran Klepac. © 2017. 6 pages.
This Preface is included in the book Intelligent Analysis of Multimedia Information.
Detection of Gradual Transition in Videos: Approaches and Applications
Hrishikesh Bhaumik, Manideepa Chakraborty, Siddhartha Bhattacharyya, Susanta Chakraborty. © 2017. 37 pages.
During video editing, the shots composing the video are coalesced together by different types of transition effects. These editing effects are classified into abrupt and gradual...
Content Coverage and Redundancy Removal in Video Summarization
Hrishikesh Bhaumik, Siddhartha Bhattacharyya, Susanta Chakraborty. © 2017. 23 pages.
Over the past decade, research in the field of Content-Based Video Retrieval Systems (CBVRS) has attracted much attention as it encompasses processing of all the other media...
Quantum Behaved Swarm Intelligent Techniques for Image Analysis: A Detailed Survey
Sandip Dey, Siddhartha Bhattacharyya, Ujjwal Maulik. © 2017. 39 pages.
In this chapter, an exhaustive survey of quantum behaved techniques on swarm intelligent is presented. The techniques have been categorized into different classes, and in...
Preface
Siddhartha Bhattacharyya, Sourav De, Indrajit Pan, Paramartha Dutta. © 2017. 6 pages.
This Preface is included in the book Intelligent Multidimensional Data Clustering and Analysis.
Preface
Siddhartha Bhattacharyya, Nibaran Das, Debotosh Bhattacharjee, Anirban Mukherjee. © 2017. 5 pages.
This Preface is included in the book Handbook of Research on Recent Developments in Intelligent Communication Application.
Dealing with Higher Dimensionality and Outliers in Content-Based Image Retrieval
Seikh Mazharul Islam, Minakshi Banerjee, Siddhartha Bhattacharyya. © 2017. 26 pages.
This chapter proposes a content based image retrieval method dealing with higher dimensional feature of images. The kernel principal component analysis (KPCA) is done on MPEG-7...
Preface
Siddhartha Bhattacharyya, Pinaki Banerjee, Dipankar Majumdar, Paramartha Dutta. © 2016. 4 pages.
This Preface is included in the book Handbook of Research on Advanced Hybrid Intelligent Techniques and Applications.
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...
Optimum Gray Level Image Thresholding using a Quantum Inspired Genetic Algorithm
Sandip Dey, Siddhartha Bhattacharyya, Ujjwal Maulik. © 2016. 29 pages.
In this article, a genetic algorithm inspired by quantum computing is presented. The novel algorithm referred to as quantum inspired genetic algorithm (QIGA) is applied to...
Handbook of Research on Swarm Intelligence in Engineering
Siddhartha Bhattacharyya, Paramartha Dutta. © 2015. 743 pages.
Swarm Intelligence has recently emerged as a next-generation methodology belonging to the class of evolutionary computing. As a result, scientists have been able to explain and...
Quantum Behaved Swarm Intelligent Techniques for Image Analysis: A Detailed Survey
Sandip Dey, Siddhartha Bhattacharyya, Ujjwal Maulik. © 2015. 39 pages.
In this chapter, an exhaustive survey of quantum behaved techniques on swarm intelligent is presented. The techniques have been categorized into different classes, and in...
Quantum Inspired Swarm Optimization for Multi-Level Image Segmentation Using BDSONN Architecture
Subhadip Chandra, Siddhartha Bhattacharyya. © 2015. 41 pages.
This chapter is intended to propose a quantum inspired self-supervised image segmentation method by quantum-inspired particle swarm optimization algorithm and quantum-inspired...
Advances in Information Quality and Management
Siddhartha Bhattacharyya. 2014.
Acquiring and managing quality information is essential to an organization’s success and profitability. Innovation in information technology provides managers, researchers, and...
Efficient Color Image Segmentation by a Parallel Optimized (ParaOptiMUSIG) Activation Function
Sourav De, Siddhartha Bhattacharyya, Susanta Chakraborty. © 2014. 32 pages.
The optimized class responses from the image content has been applied to generate the optimized version of MUSIG (OptiMUSIG) activation function for a multilayer self organizing...
Chaotic Map Model-Based Interference Employed in Quantum-Inspired Genetic Algorithm to Determine the Optimum Gray Level Image Thresholding
Sandip Dey, Siddhartha Bhattacharyya, Ujjwal Maulik. © 2014. 43 pages.
In this chapter, a Quantum-Inspired Genetic Algorithm (QIGA) is presented. The QIGA adopted the inherent principles of quantum computing and has been applied on three gray level...
Quantum Backpropagation Neural Network Approach for Modeling of Phenol Adsorption from Aqueous Solution by Orange Peel Ash
Siddhartha Bhattacharjee, Siddhartha Bhattacharyya, Naba Kumar Mondal. © 2014. 22 pages.
The chapter describes a multilayer quantum backpropagation neural network (QBPNN) architecture to predict the removal of phenol from aqueous solution by orange peel ash, guided...
Handbook of Research on Computational Intelligence for Engineering, Science, and Business
Siddhartha Bhattacharyya, Paramartha Dutta. © 2013. 746 pages.
Using the same strategy for the needs of image processing and pattern recognition, scientists and researchers have turned to computational intelligence for better research...
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...
A Comparative Study of Unsupervised Video Shot Boundary Detection Techniques Using Probabilistic Fuzzy Entropy Measures
Biswanath Chakraborty, Siddhartha Bhattacharyya, Susanta Chakraborty. © 2013. 13 pages.
The performance of video shot boundary detection technique in unsupervised video sequence can be improved by the use of different probabilistic fuzzy entropies. In this chapter...
Quantum Backpropagation Neural Network Approach for Modeling of Phenol Adsorption from Aqueous Solution by Orange Peel Ash
Siddhartha Bhattacharjee, Siddhartha Bhattacharyya, Naba Kumar Mondal. © 2013. 23 pages.
The chapter describes a multilayer quantum backpropagation neural network (QBPNN) architecture to predict the removal of phenol from aqueous solution by orange peel ash, guided...
Soft Computing and its Applications
Siddhartha Bhattacharyya, Ujjwal Maulik, Sanghamitra Bandyopadhyay. © 2013. 29 pages.
Soft Computing is a relatively new computing paradigm bestowed with tools and techniques for handling real world problems. The main components of this computing paradigm are...
Neural Networks: Evolution, Topologies, Learning Algorithms and Applications
Siddhartha Bhattacharyya. © 2012. 49 pages.
These networks generally operate in two different modes, viz., supervised and unsupervised modes. The supervised mode of operation requires a supervisor to train the network with...
Fuzzy Logic: Concepts, System Design, and Applications to Industrial Informatics
Siddhartha Bhattacharyya, Paramartha Dutta. © 2012. 39 pages.
The field of industrial informatics has emerged as one of the key disciplines for the purpose of intelligent management and dissemination of information in today’s world. With...
Evolutionary Computing: Principles and Applications to Portfolio Optimization
Paramartha Dutta, Paramita Bhattacharya, Siddhartha Bhattacharyya. © 2012. 25 pages.
The field of evolutionary computation forms one of the tenets of the soft computing paradigm, which aims at deriving at some possible global optimal solutions to search problems....
Soft Computing and its Applications
Siddhartha Bhattacharyya, Ujjwal Maulik, Sanghamitra Bandyopadhyay. © 2011. 30 pages.
Soft Computing is a relatively new computing paradigm bestowed with tools and techniques for handling real world problems. The main components of this computing paradigm are...