Profile
Name S. Aravindkumar
Designation Assistant Professor
Areas of Interest Artificial intelligence, Machine Learning, Deep Learning, Generative Adversarial Networks
Room No. 11-205
Intercom No. 361
Mobile
Email Id (Official) aravindkumars@svce.ac.in
Email Id (Personal)
Qualification
  • B.E -Computer Science and Engineering – Anna University-2010.
  • M.E- Computer Science and Engineering – Anna University-2012.
  • Ph.D -Computer Technology- Anna University- Pursuing.
Academic Experience
  • Worked as an Assistant Professor-JEPPIAAR SRR Engineering College, June 2012-May2019 (6years11months).
  • Worked as an Assistant Professor (SS)-RAJALAKSHMI Engineering College, May2019-June 2022 (3years1month).
  • Currently working as an Assistant Professor – Sri Venkateswara College of Engineering, from August 2022.
Courses Handled
  • Artificial Intelligence
  • Theory of computation
  • Compiler Design
  • Operating systems
  • Data structures and algorithms
  • Object oriented programming
  • Problem solving and python programming
  • Computer Networks
  • Fundamentals of Machine Learning
  • Programming For Problem Solving
  • Object Oriented Programming Using C++
    Lab Handled:

  • Open CV Lab
  • Python Lab
  • Programming For Problem Solving Lab
  • Object Oriented Programming Using C++ Lab
  • Data Structures Lab
  • Compiler Design Lab
  • Operating systems Lab
  • Fundamentals of Machine Learning Lab
  • Computer Networks Lab
Research & Consultancy
    Recent International Journals

  • Aravindkumar Sekar, Varalakshmi Perumal, “CFC-GAN: Forecasting Road Surface Crack Using Forecasted Crack Generative Adversarial Network,” in IEEE Transactions on Intelligent Transportation Systems, 2022. (Impact Factor: 9.551.
  • Aravindkumar Sekar, Varalakshmi Perumal, “A Novel SGD-U-Network-Based Pixel-Level Road Crack Segmentation and Classification”, The Computer Journal, 2022; bxac029. (Impact Factor: 1.762).
  • S. Karthikeyan, G. Ramkumar, S. Aravindkumar, M. Tamilselvi, S Ramesh, A. Ranjith, “A Novel Deep Learning-Based Black Fungus Disease Identification Using Modified Hybrid Learning Methodology”, Contrast Media & Molecular Imaging, Volume 2022, Article ID 4352730, 11 pages, 2022. (Impact Factor: 3.009)
  • Aravindkumar S, Varalakshmi P, “VANET: Optimal Cluster Head Selection Using Opposition Based Learning”, Intelligent Automation & Soft Computing Volume 33, Issue 1, 2022, Pages 601-617. (Impact Factor: 3.401)
  • Hemalatha M, Karthikeyan J, Shriram G, Thanga Revathi S, Aravindkumar S, “FractalCovNet architecture for COVID-19 Chest X-ray image Classification and CT-scan image Segmentation”, Biocybernetics and Biomedical Engineering, Volume 41, Issue 3, 2021, Pages 1025-1038, ISSN 0208-5216. (Impact Factor: 5.687)
  • Aravindkumar Sekar, Varalakshmi Perumal, “Automatic Road Crack Detection and Classification Using Multi-tasking Faster RCNN”, Journal of Intelligent & Fuzzy Systems, Volume 41, Issue 6, Pages 6615-6628, 2021. (Impact Factor:1.737)
  • Varalakshmi P, Aravindkumar S, “Plant disorder precognition by image based pattern recognition”, Elsevier Procedia Computer Science, Volume 165, 2019, Pages 502-510. (Cite score: 3.6)
  • Aravindkumar S, Varalakshmi P, Hemalatha M, “Generation of Image Caption Using CNN-LSTM Based Approach”, Advances in Intelligent Systems and Computing, Volume 940, 2019, Springer.
  • Presented a paper on “Optimizing a Tone Curve For Backward – Compatiable High Dynamic Range Image and video compression” in a international level conference held at Vellore Institute of Technology- “ObCOM – 11” , in Vellore.
  • Presented a paper on “Perception Motivated High Dynamic Range Video Encoding” in a international level conference held at Karpagam University – “ICNICT-2011”, in Coimbatore.
  • Presented a paper on “Morphological Background Detection And Contrast Development Of Images” in a international level conference held at PSG College of Technology – “ICICIC-2012”, in Coimbatore.
  • Presented a paper on “Applications and Bit depth scalability paper’s survey” in an international conference held at S.A Engineering college – “ICICES 2014” , in Chennai.
  • Presented a paper on “Realtime and predictive analytic for public transportation decision support system using distance positioning algorithm”, in an international conference on innovation as in engineering and sciences(ICIES’18) held at JEPPIAAR SRR Engineering college, Chennai.
  • Presented a paper on “Automatic Road Surface Crack Detection Using Deep Learning Techniques”, Artificial Intelligence and Technologies. Lecture Notes in Electrical Engineering, Volume 806, Springer, Singapore.
  • Presented a paper on “Prediction of Cardivascular Disease using Big Data Analytics” in International e-conference on Information, Communication and Networking 2020 organized by the department of information technology, Easwari Engineering college, held on 10th and 11th July 2020 and presented a paper titled.
Conference / Workshop / FDP
    National Conference:

  • Presented a paper on “Tone Reproduction For Realistic Images” in a national level conference held at Kalasalingam university – “NCVEC 2012”, in krishnankoil.
  • Presented a paper on “Improving Compression Performance In Bit Depth Svc With Prediction Filter” in a national level conference held at Sri Muthukumaran institute of technology – “NCACTA 2012”, in Chennai.
  • Presented a paper on “Identifying the reach ability and policy attack in secure BGP” in a national conference on networking, imaging and green computing (agnicon 2017) held at Agni college of technology, Chennai.
  • Presented a paper on “Tone Curve For Backward – Compatiable High Dynamic Range Image” in Anna University of Technology- ” STEPMACC 11 ” , in Tiruchirappalli.

    • Seminar/Workshop:
    Training Undergone:

  • Participated in Train The Trainer (TTT) on FP4.0 Focus Area 2 – Database conducted by Infosys Limited at National Engineering College from 2nd to 4th of November 2015 has been awarded with A+ Grade.
  • Participated in the Faculty Enablement Program held at SRR engineering College, Chennai from 4th to 8th of March 2013 conducted by Infosys Limited.
  • Participated in Ethical Hacking Expert (Level 1) Workshop by TechDefence trainers held at College of Engineering – “ITrix’11”, in Chennai.
  • Participated in Windows Phone 7 Workshop by Microsoft trainers held at College of Engineering – “ITrix’11”, in Chennai.

    • Faculty Developement Program Attended:

  • Attended a ANNA University approved, Faculty Development Training Programme on CS6503 – Theory of computation at JEPPIAAR Engineering College, Chennai held on 5th to 11th of March 2015.
  • Attended three days Faculty Training Programme on CS6712 – Grid and Cloud Computing Lab at JEPPIAAR SRR Engineering College, Chennai held on 5th to 7th of May 2016.
  • Attended a ANNA University approved, Faculty Development Training Programme on CS6660 – Compiler Design at Sri Sai Ram Institute of Technology, Chennai held on 4th to 11th of December 2017.
  • Attended a ANNA University approved, Two Week Faculty Development Training Programme on IT8201 – Information Technology Essentials at Agni college of Technology, Chennai held on 3rd to 15th of December 2018.
  • Attended in AICTE sponsored one week online short term training programme (STTP) on “Recent Advances in Wireless Communications & Future Challenges” organized by department of electronics and communication engineering, Vardhaman college of engineering (Autonomous), Hyderabad from 13th – 18th July, 2020.
  • Participated & completed successfully AICTE Training And Learning (ATAL) Academy Online FDP on “Internet of Things (IoT)” from 18-05-2020 to 22-05-2020 at National Institute of Technology Nagaland.
  • Attended Two Week online refresher course / FDP on recent trends in information, computing, communication and teaching methodology competency organized by Sri Sai Ram Engineering College from 04-05-2020 to 17-05-2020.

    • Certification Courses Completed:

  • Completed CISCO certified “CCNA – Routing and Switching: Introduction to networks” course at Amrita Vishwa Vidyapeetham in Coimbatore.
  • Completed CISCO certified “CCNA – Routing and Switching: Routing and Switching Essentials “course at Amrita Vishwa Vidyapeetham in Coimbatore.
  • Certificate of participation has been awarded by completion of online course on “Remote Sensing & GIS Technology and Applications for University Teachers & Government Officials” which was conducted by Indian Institute of Remote Sensing (IIRS), ISRO Dehradun, during 13-06-2020 to 01-07-2020.
Laboratory Handled
Training Attended
Additional Responsibilities
    Responsibilities Held:

  • Mentor for “Smart Indi Hackathon, 2019”, held at SSN College of Engineering in Chennai on 2nd and 3rd of March 2019.
  • Board of Study member for the department of Artificial Intelligence and Machine Learning in RAJALAKSHMI Engineering College.
  • Exam cell co-ordinator for the department of Information Technology in RAJALAKSHMI Engineering College.
Achievements
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