Dr. B. Prabha

Assistant Professor (Sr.G)

Education

  • Ph.D Information and Communication, Anna University, Chennai, 2022
  • M.Tech CSE, PRIST University, Thanjavur, 2010
  • B.E CSE, Periyar Maniammai College of Engineering for Women, Anna University, Thanjavur, 2007
  • Diploma CSE, Periyar Centenary Polytechnic College, DOTE, Thanjavur, 2004

Other Details

Courses

  • Optimization Techniques (Linear and Non Linear)

  • Data Science

  • Machine Learning Techniques

  • Image Processing and Analysis 

  • Computer Vision

  • Artificial Intelligence

Research Interests

  • Video analytics

  • Medical image processing 

  • Data Science

  • Machine Learning Techniques

Selected Publications

  •  K Dammalapati, KM Krishna, B Prabha, (2020), “Automated Testing of Ticket Booking ApplicationUsing Selenium and MLon Turkish Journal of Physiotherapy and Rehabilitation, 32, 2. 
  • Jude, A.B., Singh, D., Islam, S., Prabha, B.,  ”An Artificial Intelligence Based Predictive Approach for Smart Waste Management”, Published in Springer Journal on Wireless Personal Communications, August 2021. (SCI)      
  • Prabha B., Manivannan, P., Nagesh, P. (2022). “Human Abnormal Activity Detection in the ATM Surveillance Video”. Springer-Evolution in Signal Processing and Telecommunication Networks. Lecture Notes in Electrical Engineering, vol 839. Springer, Singapore. (Web of Science)
  • Dilip Golda, B. Prabha, (2021),”Robust image watermarking using the social group optimization algorithm”, Elsevier on Materials Today  Proceedings, 2021, (Scopus)
  • Rupak Sharma, Rajeev Sharma, Y.B. Prabha, “Iot monitoring lathe machine performance,”, Elsevier-Materials Today: Proceedings, 2021,. (Scopus)
  • Prabha B, Kaur S, Singh J, Nandankar P, Kumar Jain S, Pallathadka H. (2021), “Intelligent predictions of Covid disease based on lung CT images using machine learning strategy”. Elsevier-Materials Today Proceeding. 2021 Jul 27. (Scopus)
  • Komali Dammalapati, Smritilekha Das, B. Prabha,  (2020), “Enhancement for the Position of Inverted Pendulum Using Linear Quadratic Regulator Based Fuzzy System”, European Journal of Molecular & Clinical Medicine,  Vol. 7, Issue 4, Pages 757-765. (Scopus)
  • Prabha. B, Shanker N.R. Priya.M, Ganesh E, (2020), “Autism Action Recognition and Severity Analysis to Avoid Overdosage of Drugs Based on IP Webcam App through Deep Transfer Learning”, Published in Solid state technology, Vol. 63, No. 6, Page No.570. (Scopus)
  • Prabha.B, Priya.M, Aberrant behavior prediction and severity analysis for autistic child through deep transfer learning to avoid adverse drug effect Published in Elsevier Journal on Biomedical Signal Processing and Control 70, 103038 on September 2021. (SCI) 
  • VVS Sasank, B Prabha,  (2020),Modern Driven Requirement Engineering With Requirement Prioritization In Software Testing”, Turkish Journal of Physiotherapy and Rehabilitation, Vol. 32, Issue.2.
  • B Prabha, A Prakash, G Nagarajan, J Samson Isaac, Ranjan Walia and Boopathy K, (2022), “Signal Processing Nuclear Energy Science Implementation to Analyze and Recognize Speech Signals” , Journal of Nuclear Energy Science & Power Generation Technology, Vol. 10.

Papers Presented

  •  B.Prabha, Paper publication on “ Facial Image Analysis using Local Tetra Patterns (LTrPs)” in National Conference at Sri Ramakrishna Engineering College, Coimbatore.   
  • P. Bagane, S. G. Joseph, A. Singh, A. Shrivastava, B. Prabha, “Classification of Malware using Deep Learning Techniques,” 2021, IEEE– 9th International Conference on Cyber and IT Service Management (CITSM), 2021, pp. 1-7, doi: 10.1109/CITSM52892.2021.9588795. 
  • Prabha.B,Shanker N.R.Priya.M,Ganesh E, (2021), “Human Anomalous Activity Detection: Shape and Motion Approach in Crowded Scenes”, Journal of Physics-Conference Series, 1921,1 , 12074. 
  • Prabha B., Shanker, N.R., Priya, M., Ganesh, E. (2022). “A Novel Descriptive Approach: Local Tetra Patterns (LTrPs) for Face Recognition” in ICCCE 2021. Lecture Notes in Electrical Engineering, vol 828. Springer, Singapore. 
  • P.Ithaya Rani, B.Prabha and K.Shantha Kumari, “Gabor Skewness Reinforced Textures Utilization in Classification of Gender”, International conference on recent trends in image processing and pattern recognition, 2021. 
  • Ankala Stallin, Kagga Pavan Kumar , B.Prabha, “Hidden Image Watermarking based on Frequency Domain Technique”, Second IEEE International Conference on Advances in Electrical, Computing, Communications and Sustainable Technologies (ICAECT 2022). 
  • B.Prabha, Bogaram Ramya, “Sentiment Analysis using Long Short Term Memory” Second IEEE International Conference on Advances in Electrical, Computing, Communications and Sustainable Technologies (ICAECT 2022) 
  • Akula Hemanth, B.Prabha, “Deep learning based Human Abnormal Activity Detection” Second IEEE International Conference on Advances in Electrical, Computing, Communications and Sustainable Technologies (ICAECT 2022). 
  • A. A. Rahman, B. Prabha and P. Manivannan, “Process, Product and People Perception Based Review on Success Models of Knowledge Management Systems,” IEEE-Third International Conference on Inventive Research in Computing Applications (ICIRCA), pp. 1707-1711, doi: 10.1109/ICIRCA51532.2021.9544662. 
  • B.Prabha, Presented Paper on “Appearance and Motion based approach for anomalous activity detection in crowded scenes in International Conference at Muthayammal College of Engineering, Rasipuram.
  • B.Prabha, Participated in two days International Conference on “Nanotechnology and Computer Applications” at PRIST University, Thanjavur. 
  • B.Prabha, Paper publication on “Vision Based Fall Detection in Surveillance Video – A Review” in National Conference at T.J.S Engineering College, Chennai.   
  • B.Prabha, Paper publication on “A Review of Feature Representation on Peculiar Event Detection in Video Surveillance” in National Conference at T.J.S Engineering College, Chennai.   
  • B.Prabha, Attended a National Conference on “Information and Communication Technology” at Periyar Maniammai College of Technology for Women, Thanjavur.

Working Papers

  • B.Prabha, Dr.N.R.Shanker, Autistic Child Behavior Monitoring and Assessments using Visual Positioning and Analytics System.
  • Work in Progress: A. Abdul Rahman, B. Prabha, ‘Agent-based Surveillance Model for Covid-19 Pandemic Outbreak -ASM’19’. (Status: presentation completed)

Global Certifications

  • Introduction to Cyber security by CISCO NetAcad, received from CISCO Cyber Security (UK)
  • Big data Foundation by NASSCOM, Future Skills Prime, Digital Vidya 
  • Artificial Intelligence Foundation by Skillup Online, SSS NASSCOM AI Curriculum
  • Foundation Internet of Things by Manipal Jigsaw by Internet of Things (IoT) | FutureSkills Prime

Patents

  • Balaji, Savadam ; Chakrabarti, Tulika ; Hati, Ananda Shankar ; Mishra, Richa ; Chhawchharia, Pradeep ; Prabha, B. , (2021) “Intelligent hearing aid system using augmented audio reality”, Australia, Patent, Granted, (Patent Number: 2021101495)
  • Monika Bhatnagar, Sireesha Pendem, Shrawan Kumar, Sanjay Kumar Dongre, Prerana Nilesh Khairnar, M. Mahalingam, B. Prabha, (2021) “Massive Machine Type Communication Technique for Instant Inventory Updating in Retail Shops Using 5G”, India, Published, (Patent Number: 202111018782)

Academic Experience

  • Assistant Professor (Sr.G) – SRM Institute of Science and Technology, Vadapalani Campus, Chennai, September 2022 – Till Date

  • Assistant Professor –  Koneru Lakshmaiah Education Foundation (KL University) Vijayawada, Andhra Pradesh. (June 2020- August 2022). 

  • Assistant Professor – Aalim Muhammed Salegh of College Of Engineering, I.A.F, Avadi, Chennai (2018-2020).

  • Assistant Professor – Jayasuriya Engineering College, Alamathi, Redhills, Chennai (2015-2018).

  • Assistant Professor – Veerammal Engineering College, Vathalakundu, Dindigul (2013-2015).

  • Assistant Professor – Bharath Niketan Engineering College, Aundipatty, Theni (2010-2013).

  • Lecturer – St. Joseph College of Engineering and Technology, Elupatti, Thanjavur (2009– 2010)

Workshops / Seminars / Conferences

  • Participated in two days workshop on Video Analytics” at MIT Campus of Anna University, Chennai.
  • Participated IBM GuruCool Program (6 Days Training on Emerging Technologies followed by a Project Build-a-Thon)
  • Attended online training on OCTAVE/MATLAB – Project based Learning – Programming & Design Skills from Chase Research and Development Department, Chennai from 16th April to 23rd April 2020.
  • Attended webinar “Demystifying LaTeX” at S.A. Engineering College, Chennai.
  • Attended webinar “Go Programming Language (Golang) at S.A. Engineering College, Chennai on 27-05-2020.
  • Participated in one day special lecture on Advancements in Image Processing towards Research at National College of Engineering, Kovilpatti.
  • Participated in one day national seminar on “Emerging Trends in Computer Applications” at Bharath Niketan Engineering College, Aundipatti.
  • Attended 5 days FDP on “Theory of Computation” at Velammal Engineering College, Chennai.
  • Attended 5 days FDP on “Data Structures” at Velammal Engineering College, Chennai.
  • Participated in two days training program on “BOSS Minimalistic Object Oriented Linux” at IIT Madras.
  • Participated in two days training program on “Instructional Design and Delivery Systems” at PRIST University, Thanjavur.
  • Participated in two days workshop on Emerging Trends in Image Processing and Computer Vision” at Sairam Engineering College, Chennai.
  • Participated in two days workshop on “Cloud Computing” at Prathyusha Institute of Technology and Management, Chennai.
  • Participated in two days workshop on “Embedded System” at Periyar Maniammai College of Technology for Women, Thanjavur.

Achievements and Awards

  • Best Paper Award, 2021 First International Conference on Advances in Smart Sensor,Signal Processing and Communication Technology (ICASSCT 2021)
  • Session chair in Second International Conference on Advances in Electrical, Computing, Communications and Sustainable Technologies (ICAECT 2022) 
  • Reviewer of Artificial Intelligence Review Journal, Soft computing and IEEE Conferences
  • Secured Topper certificate in Bachelor of Engineering.

Memberships

  • IEEE Member – Member# 95646296 (Madras Section)
  • International Association of Engineers – IAENG (Membership ID: 264636)
  • International Computer Science and Engineering Society – CSES ( Membership ID: 9088)