Institute of Technology

Dr. Swati Jain

Dr. Swati Jain

Total Experience 17 Year
Educational Qualification PhD
Research Area Image Processing and Machine Learning, Multimedia retrieval systems, Multi core computing
General information
Designation Associate Professor
Office Phone 079-30642525
Cabin No 07930642525

Prof Swati Jain is working in CSE department for last 16 years. A gold medalist in M tech for Academic performance. She is also the recipient of young entrepreneur award 2007 given by Nirma Labs. She was Co-PI in funded research project “Development of Image and Signal Processing Algorithms on leading DSP processors and development of special purpose FPGA for co processing” funded by ISRO under RESPOND. Currently, she is one of the investigators in the BRNS-Department of Atomic Energy, funded research project titled " Using Deep Learning to Understand and Predict the Dynamics of Tokomak discharges". Currently she is coordinating MIS system deployment at the university level.

Current Activities : Coordinating MIS Implementation for the University. Working as one of the investigators in the BRNS-Department of Atomic Energy. Faculty Advisor for the student association of Computer Engineering Students.
Teaching 17 Year 6 Month
Industry -
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Membership ISTE

Specialization Areas Image Processing, Machine Learning, Data Structures and Analysis, Computational Theory.
Subject Taught UG Machine Learning, Data Analystics, Theory of computation, System Programming, Design of Operating system
Subject Taught PG Image processing, Machine Learning, Signals and Systems, Data structures and Analysis.

Reading, Singing, Spending time with children and talking to them.

Dr. Swati Jain - Achievements

TitleDescriptionAchieved On
Gold Medal for Academic Performance in M. Tech Received Gold medal for the Academic Performance in M Tech May 2007
Young Techno-Entrepreneur 2007 Nirma Labs is an incubation body that nurturers the technical idea that are financially viable, conducted a competition and I received first prize in my category. June 2007

Dr. Swati Jain - Experience

Dr. Swati Jain - Publication


Book Chapter

TitleISSN / ISBN No PublisherVolumeYear
Deep Neural Network based classification of tumorous and non-tumorous Medical Images 2190-3018Smart Innovation, Systems and Technologies , Springer 2017

International Conference

TitleISSN / ISBN No PublisherVolumeYear
Weighted Fusion of LBP and CCH Features for Effective Content Based Image Retrieval  International Conference on Signal Processing and Communications (SPCOM'16), IISC, Bangalore 2016
Parallel Approach To Expedite Morphological Feature Extraction Of Remote Sensing Images for CBIR System 1471640935th IEEE International Geoscience and Remote Sensing Symposium, Quebec Canada 2014
Computation Performance Gain in Key Feature Extraction for CBIR system for Remote Sensing Images 9789351072522Eighth International Conference on Image and Signal Processing (ICISP 2014), Elsevier 2014
Exploring a new direction in colour and texture based satellite image search and retrieval system  IEEE 2011
Performance Measure of Image Processing Algorithms on DSP Processor & FPGA Based Coprocessor  IEEE Computer Society 2010

International Journal

TitleISSN / ISBN No PublisherVolumeYear
Deep learning feature map for content based image retrieval system for remote sensing application 2055-6047International Journal of Image Mining2, No.12016
Detection of Moving Object using Continuous Background Estimation Based on Probability of Pixel Intensity Occurrences  International Journal of Computer Science and Telecommunications32012

National Conference

TitleISSN / ISBN No PublisherVolumeYear

Dr. Swati Jain - Qualification

QualificationSpecializationUniversityPassing Year%Class
Ph.D. Employing Multi Core Architecture to Optimize on Performance, For Approach in Meteorological Data Nirma University Institute of Technology March 2017   
M.Tech. COmputer Science Nirma University Institute of Technology June 2007 80.00Distinction

Dr. Swati Jain - Activity

Activity TypeActivity TitlePlaceDateFaculty Role
National Workshop Workshop on Mchine Learning Mumbai15/01/2009Attended
Consultancy Consultancy to SAC ISRO Scientists Ahmedabad01/09/2016Resource person

Dr. Swati Jain - Research Projects

Fund TypeAgencyStart DateDurationPrincipal Investigator
External FundingBoard of Research for Nuclear Sciences (BRNS)24/05/2016 - PI - Dr. Priyanka Sharma,CO PI - Dr. Swati Jain
External FundingISRO01/04/2017 - PI - Dr. Madhuri D Bhavsar, Dr. Swati Jain,CO PI - Dr. Zunnun A. raoof Narmawala
External FundingBRNS01/08/20172 yearsPI - Dr. Swati Jain, Dr. Priyanka Sharma

Dr. Swati Jain - PhD Students