36, Lalbagh Road, Bengaluru-560027, Karnataka, India.
A Public-Private-Partnership University under RUSA 2.0 of MHRD (Government of India), established by the Karnataka Govt. Act No. 24 of 2021
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Dr Sivakannan S

Assistant Professor

BIG DATA ANALYTICS

20201001586

Data science & Image processing

[email protected]

295296

Professional Qualification

ACADEMIC QUALIFICATION
Academic DegreeSubjectUniversityAddress of the UniversityRank/ Medals
PhDImage ProcessingAnnamalai UniversityAnnamalai nagar, Chidambaam
Master of EngineeringApplied ElectronicsAnna UniversityGuindy, Chennai
Bachelor of EngineeringEIEAnna UniversityGuindy, Chennai

PhD Details
Title of ThesisUniversity / InstitutionUniversity AddressDate of RegistrationDate of CompletionDetails of papers published (Enter the total number of papers published / under process as part of Phd)Current Status
Certain Investigation on Wavelet based Image Watermarking Techniques using VLSIAnnamalai UniversityAnnamalai Nagar, Chidambaram16-04-201405-04-2018Awarded

Journal Publications

Publications
TitleName of JournalYearDOI/URLYour authorial positionHow many authorsClarivate IF
Harnessing the power of MAGRes-UNet with progressive cyclical convolutional neural networks for effective skin lesion segmentation in dermoscopic image analysisBiomedical Signal Processing and Control2025https://doi.org/10.1016/j.bspc.2025.108267Other4
Deep Learning Based Detection of Toxic Mushrooms in KarnatakaProcedia Computer Science2024https://doi.org/10.1016/j.procs.2024.04.0121st and corresponding5
Enhanced Short-Term Photovoltaic Power Prediction using a Hybrid Improved Whale Optimization Algorithm with XGBoostIEEE Xplore2024https://doi.org/10.1109/SPECon61254.2024.105375701st and corresponding5
Utilizing deep learning techniques for detection of Polycystic Ovarian Syndrome using ovarian ultrasound imageIEEE Xplore2024https://doi.org/10.1109/ICSES60034.2023.104655471st and corresponding3
Robust medical image watermarking technique using integer wavelet transform and shearlet transform with BSVDInternational Journal of Advanced Intelligence Paradigms2024https://dx.doi.org/10.1504/IJAIP.2024.1367891st and corresponding4
Medical image watermarking technique using IWT-BSVDInternational Journal of Advanced Intelligence Paradigms2024https://dx.doi.org/10.1504/IJAIP.2023.1358591st and corresponding4
Citrus Leaf Disease Detection Using Various Deep Learning ArchitecturesIEEE Explore2024https://doi.org/10.1109/ICSCNA58489.2023.103702981st and corresponding4
A study on dog emotion recognition using deep learning techniquesAIP Conference Proceedings2023https://doi.org/10.1063/5.0152413Corresponding4
Cardiovascular diseases prediction by machine learning incorporation with deep learningFrontiers in Medicine2023https://doi.org/10.3389/fmed.2023.11509331st8
MEMS based eating and drinking gesture spotting using machine learning techniquesJOURNAL OF STATISTICS AND MANAGEMENT SYSTEMS2023https://doi.org/10.47974/JSMS-9531st and corresponding3
Predicting the parameters of water quality and calculating the Water Quality Index of Ulsoor lake, BangaloreIEEE Xplore2022https://doi.org/10.1109/ACCAI53970.2022.9752559corresponding4
Perception of GST Amongst the MSMEs in Assam – A Study Using Logistic RegressionIndian Journal of Natural Sciences20222nd and corresponding3
Crop Yield Prediction using Machine Learning Models and Neural NetworksIndian Journal of Natural Sciences2022corresponding3
Medical Image Watermarking technique using IWT-BSVDInternational Journal of Advanced Intelligence Paradigms202110.1504/IJAIP.2021.100233111st and corresponding4
Robust medical Image Watermarking Technique using Integer Wavelet Transform and Shearlet transform wInternational Journal of Advanced Intelligence Paradigms202110.1504/IJAIP.2021.100240781st and corresponding4
Echo cardio graphic Signal Processing Using WaveletsEuropean Union Digital Library2021https://dx.doi.org/10.4108/eai.16-5-2020.23042061st and corresponding4
Performance analysis of short length low density parity check codesInternational Journal of Speech Technology2021https://doi.org/10.1007/s10772-021-09815-12nd4
Audio Codec Using Legendre Functions for Simplified Digital TelephonyEuropean Union Digital Library2021https://dx.doi.org/10.4108/eai.16-5-2020.2304205Corresponding4
Investigation of problems faced during capturing of gait signalsInternational Journal of Medical Engineering and Informatics2020https://dx.doi.org/10.1504/IJMEI.2020.108234Other3
Design of robust image watermarking technique based on shearlet transform and QR matrix decompositioJournal of Interdisciplinary Mathematics202010.1080/09720502.2020.17217101st and corresponding4
A novel GAAC optimisation algorithm for multimodal fusion score decision making in secured biometricInternational Journal of Information and Computer Security202010.1504/IJICS.2020.1081132nd3
Technical challenges and perspectives in batch and stream big data machine learningInternational Journal of Engineering & Technology2018DOI: 10.14419/ijet.v7i1.3.92252nd4
Modern control scheme for Z-Source inverter based PV power generation systemsInternational Journal of Engineering and Technology(UAE)2018DOI: 10.14419/ijet.v7i1.3.10664Other3
Reversible image watermarking technique using LCWT and DGTInternational Journal of Engineering & Technology2018DOI: 10.14419/ijet.v7i1.3.92241st4
Channel estimation for long term evolution downlink receiver system performanceInternational Journal of Engineering and Technology(UAE)2018DOI: 10.14419/ijet.v7i1.3.92722nd4
A Reversible Image Authentication Technique based Watermarking in ICA-DWT Combined ApproachJournal of chemical and pharmaceutical Sciences2017https://www.jchps.com/specialissues/2017%20Special%20Issue%202/0271216.pdf1st and corresponding3
Implementation of Medical Image Watermarking Technique using FPGACommunications in Computer and Information Science2017https://doi.org/10.1007/978-981-10-5427-3_161st and corresponding3
Traffic aware priority based medium access control protocol for WSNJournal of chemical and pharmaceutical Sciences2017https://www.jchps.com/specialissues/2017%20Special%20Issue%202/0281216.pdf2nd and corresponding3
Hybrid Image Watermarking Technique Based on ICA and Shearlet TransformsResearch Journal of Pharmaceutical, Biological and Chemical Sciences2017http://https://www.rjpbcs.com/pdf/2017_8(2)/[267].pdf1st and corresponding3
An Efficient ICA and DWT Combined Approach for Medical Image Watermarking TechniqueWorld Applied Sciences Journal2016DOI: 10.5829/idosi.wasj.2016.34.9.157131st and corresponding3

Books And Chapters Published

Books Published
TitleTypeNo of Authors or EditorsYour authorial positionYearISBNPublisher DetailsPlaceAre you the publisher of this book
Artificial Intelligence for Multimedia Information Processing: Tools and ApplicationsEdited32nd and corresponding20249781032521473Taylor & Francis Group, USAUSANo
Computer Network & Network SecurityAuthored41st and corresponding20239789356252653Scientific International Publishing HouseIndiaNo
Book Chapter Published
Article TitleBook titleBook editorArticle pagesNo of ChaptersYour authorial positionYearISBNPublisher DetailsPlaceAre you the publisher of this book
Revolutionizing concrete engineering: Predicting material properties with AI InsightsArtificial Intelligence for Multimedia Information Processing: Tools and ApplicationsXavier Savarimuthu, S.J. , Subramani, S. , Raj, A.N.J.293–31012nd and corresponding20249781003405436Taylor & Francis GroupUSANo
ECG-Based diagnosis of sudden cardiac death using machine learningArtificial Intelligence for Multimedia Information Processing: Tools and ApplicationsXavier Savarimuthu, S.J. , Subramani, S. , Raj, A.N.J.185–19212nd and equal contribution20249781003405436Taylor & Francis GroupUSANo
Comparative analysis of feature-based image stitching algorithmsArtificial Intelligence for Multimedia Information Processing: Tools and ApplicationsXavier Savarimuthu, S.J. , Subramani, S. , Raj, A.N.J.277–281Corresponding20249781003405436Taylor & Francis GroupUSANo
MLACP 2.0: Utilizing machine learning to predict anticancer peptide activity from protein peptide patternsArtificial Intelligence for Multimedia Information Processing: Tools and ApplicationsXavier Savarimuthu, S.J. , Subramani, S. , Raj, A.N.J.75-8911st and corresponding20249781003405436Taylor & Francis Group USAUSANo
SPICE YIELD PREDICTION FOR SUSTAINABLE FOOD PRODUCTION USING NEURAL NETWORKSLECTURE NOTES ON DATA ENGINEERING AND COMMUNICATIONS TECHNOLOGIESRajakumar, G., Du, KL., Vuppalapati, C., Beligiannis, G.N.425-440MoreCorresponding2023978-981-19-1844-5SpringerSingaporeNo

Research Projects

Projects
Type of ProjectLevelTitle of ProjectCurrent StatusFunding AgencyAmountProject Start DateProject End DateDuration
KSCSTE ProjectNationalIMPSNET: A DEEP LEARNING MODEL FOR THE CLASSIFICATION OF INDIAN MEDICINAL PLANT SPECIES (IMPS)OngoingKarnataka State Council for Science and Technology500021-02-202417-05-2024
KSCSTE ProjectNationalDEEP LEARNING BASED DETECTION OF TOXIC MUSHROOMS IN KARNATAKAOngoingKSCST600001-04-202331-07-20233 months
KSCSTE ProjectLocalDETECTION OF CITRUS LEAF DISEASES USING DIFFERENT DEEP LEARNING ARCHITECTURESOngoingKSCST600002-03-202230-07-20224 months
KSCSTE ProjectLocalSecuring Online Patients' data using machine learning techniquesCompletedKSCST550001-03-202130-06-20213 months

Paper Presentations

Presentations
Title of PaperTitle of Seminar/ConferenceOrganized byLevelStart DatePlaceCountryDuration
A Study on Dog Emotion Recognition using Deep Learning TechniquesInternational Conference on Intelligent Computing (IConIC)Panimalar Engineering CollegeInternational25-03-2022ChennaiIndia2 days
Detection of Citrus Leaf Diseases using Different Deep Learning ArchitecturesMachine Intelligence and Network Data Security, MINDS – 2022Department of Computer Science & Engineering, NSHM Knowledge Campus, Durgapur, West Bengal, IndiInternational18-02-2022Durgapur, West BengalIndia2 days
SPICE YIELD PREDICTION FOR SUSTAINABLE FOOD PRODUCTION USING NEURAL NETWORKSICICV 2022Francis Xavier Engineering CollegeInternational10-02-2022TirunelveliIndiaTwo Days
Predicting the parameters of water quality and calculating the Water Quality Index of Ulsoor lake, BACCAI 22St.Joseph's College of EngineeringInternational28-01-2022ChennaiIndiaTwo Days
Performance Analysis of Polar Code Concatenation of Low Density Parity Check CodesICSMEC-2021St. Martin’s Engineering CollegeInternational02-07-2021SecunderabadIndia2 Days
Wavelet Transform Applications and interpretation based on the signal GenisisICDI3C-19MVJ College of EngineeringInternational02-05-2019BengaluruIndiaOne day

Workshop/Conference/Training Programme

Events Organized
Type of EventLevelOrganized byDate FromTitle of EventDurationPlace
OthersNationalSchool of IT04-11-2024Artificial Intelligence Solutions in Healthcare6 daysPG Block
SeminarLocalSchool of Information Technology22-05-2024SJU IEEE STUDENT BRANCH INAUGURAL1 daySJU
WorkshopUniversity27-09-2023SIH Internal Hackathon 231 dayBDA Lab
ConferenceInternationalSJIIT02-05-2023International Conference on Recent Trends in Advanced Computing-232 DaysSt. Josephs University, Bengaluru
WorkshopUniversity26-03-2022SIH Internal Hackathon1 dayBDA Lab
SeminarNationalDept of Advanced Computing29-07-2021Webinar on Overcoming Pandemic Challenges: Measures for Academic Excellence1 DayBangalore
ConferenceInternationalMVJ College of Engineering02-05-2019ICDI3C-2019One dayBengaluru
Participation (Seminar, Conference, Workshop)
Title of EventType of EventLevelOrganized byStart DatePlaceDuration
43rd World Conference on Applied Science, Engineering & TechnologyConferenceInternationalpadre conceicao college of engineering29-12-2022Goa2 days

Membership

Membership (Research body/Professional Association)
Name of the BodyLevelStart DateEnd DateAny other Information
IEEEInternational01-01-202431-12-2024
Data science FoundationInternational22-12-2019
International Association of EngineersInternational29-07-2019
TheIREDInternational19-07-2019
International Management research and Technology ConsortiumInternational05-12-2018
International Journal of Intelligent Information SystemsInternational10-11-2018
SCIREA Journal of Electrics, CommunicationInternational02-09-2018
International Journal of Advanced Computer ResearchInternational31-07-2018
FORCE BiomedicalInternational26-02-2018

Awards

Name of Award/AchievementLevelAwarded byPlaceDateDuration of Fellowship
Best Paper Presentation AwardInternationalWCASETGoa29-12-2022

Guideship Details

Serial NumberName of ScholarGenderDepartment of CandidateUniversityTitle of the thesis for scholarDate of RegistrationRegistration Order No:StatusTypeScholarshipName of Co-GuideDate of Awarding PhD
001TIMOTHY PAUL LMALEAdvanced ComputingSt. Joseph's University10-07-202323PHDADC001Currently PursuingPart timeNo Scholarship

Previous Experience

DesignationInstitution NameStart DateEnd Date
Assistant Professor / HODMVJ College of Engineering23-07-201803-07-2020
Assistant ProfessorKL University06-10-201713-07-2018
Hardware Design EngineerVelmenni R&D Lab26-04-201716-08-2017
Assistant ProfessorSaveetha Engineering College03-09-201222-04-2017
Project & development EngineerSands Instrumentation Pvt Ltd07-09-200907-09-2010

Faculty Development Program

Title of EventType of EventLevelOrganized byPlaceDate FromDate To
Machine Learning Applications to Optimization Based ControlTraining ProgramInternationalCOLLEGE OF ENGINEERING, PUNEPUNE12-12-202223-12-2022
Artificial IntelligenceFDPs attendedNationalAICTE Training And Learning (ATAL) AcademyKolkatta01-02-202105-02-2021
Quantum ComputingFDPs attendedNationalAICTE Training And Learning (ATAL) AcademyBangalore04-01-202108-01-2021
Cyber SecurityFDPs attendedNationalAICTE Training And Learning (ATAL) AcademyBangalore14-12-202018-12-2020
IEEE CONECCT 2020ConferenceInternationalIEEE Bangaloe SectionBangalore02-07-202004-07-2020
Data Science for EngineersTraining ProgramNationalSWAYAMBangalore01-11-201926-04-2020
Pedagogical Innovations And Research MethodologyRefresher CoursesNationalSWAYAMOnline02-10-201916-02-2020
Regional Orientation Session on IIC 2.0 and ARIIA 2020Orientation ProgrammesNationalMHRD’s Innovation CellBengaluru05-08-201905-08-2019

Resource Persons

Title of the ProgramRoleLevelOrganized byStart DatePlaceCountry
STTP on AI and Data Analytics for healthcare :Transforming the Future of medicineSession TalkNationalPanimalar Engineering College14-06-2025ChennaiIndia
Artificial Intelligence and Deep LearningSubject ExpertNationalVSA Group of Institutions15-03-2024TamilnaduIndia
FPGA based System Design using Verilog & VHDLInvited TalkNationalSaveetha Engineering College, Chennai29-11-2023ChennaiIndia
RECENT COMMUNICATION TOOLS AND ITS APPLICATIONSubject ExpertInternationalSt. Martin’s Engineering College19-05-2020HyderabadIndia
ICASISET 2020Keynote AddressInternationalBharath University15-05-2020ChennaiIndia

Patent

TitlePatent TypePatent Application NumberStatusYear
THERMAL VISION SURVEILLANCE ROBOTIndian378848-001Granted2023
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