Profile
Name Dr. D. Menaka
Designation Associate Professor
Areas of Interest Machine Learning, Image Processing, Computer Vision and Soft Computing.
Room No. 14-306
Intercom No. 227
Mobile
Email Id (Official) menaka@svce.ac.in
Email Id (Personal) menakadinesh81@gmail.com
Qualification
  • Ph.D (Information and Communication Engineering), title “Development and evaluation of deep learning architectures for human chromosome images”, College of Engineering Guindy.
  • M.E (Communication systems) – Sri Venkateswara College of Engineering, Anna University
  • B.E (Electronics and Communication Engineering)- Sri Venkateswara College of Engineering
Academic Experience
  • Lecturer from June 2002-May 2008
  • Senior Lecturer from June 2008-May 2010
  • Assistant Professor from June 2010-October 2022
  • Associate Professor from November 2022 till date
Courses Handled
  • Principles of management
  • Electronics and Microprocessor lab
  • Concepts in Electronics Engineering
  • Digital Electronics
  • Embedded Systems
  • Electronics System design Lab
  • Communication Network Security
  • Multimedia compression techniques
  • Marine Electronics
  • 251252-Communication System Lab II
  • EC2204-Signals and systems
  • EC2207-Digital Electronics lab
  • MC9238-Microprocessor and its applications lab
  • EC6402-Communication Theory
  • EC6412-Linear Integrated circuits Lab
  • EC2252-Communication Theory
  • Communication system Lab II
  • Communication Systems Lab I
Research & Consultancy
    International Journals

  • Sharoon shalini,D.Menaka published a paper titled”Image inpainting using texture synthesis and structure propagation” in Bonfring International Journal of Advances in Image Processing during Feb 2012.
  • Tony Jose, D. Menaka “MultiModal Biometric Identification Based On Template Level Fusion Of Iris And Fingerprint Features For Security Purpose” International Journal Of Engineering And Innovative Technology ISSN:2277-3754-June 2013.
  • Suganya, D. Menaka “Performance Evaluation of Face Recognition Algorithms” IJRITCC Volume-02 Issue-1-Feb 2014.
  • S. Menaka. D, Hyperspectral Image classification using SVM based wavelet transform and Fuzzy technique in International Journal of applied Engineering Research,Vol: 10,No:20,2015.
  • S. Malathi, Ms.D.Menaka published a paper titled Denoising and segmentation multichannel images in parallel MRI in International journal of science and innovative Engineering and technology,May 2015,Vol 2,ISBN 978-81-904760-7-2.
  • M. Udhaya, Ms.D.Menaka published a paper titled Hyperspectral image classification using SVM based wavelet transform and Fuzzy technique in International Journal of applied Engineering research ISSN 0973-4562,Vol 10,No 20,2015.
  • Vishnu Priyesh A,Menaka D,Identification of Overlapped Region of Chromosome and its Seperation for Karyotyping International Journal of Engineering Research & Technology (IJERT) Vol 4,2016
  • Deepan S, Menaka.D, Ensemble classification of remote sensed images for change detection International Journal of Engineering Research & Technology (IJERT) Vol 4,2016
  • Deepan S, Menaka.D ,Desicion Tree Classification for Multiclass Analysis International Journal on Innovations in Engineering Sciences and Technology (IJIEST) ,Vol 1,No1,2016
  • Deepan S, Menaka.D,Ensemble Classification of Urban Regions Using Hyperspectral Remote Sensed Scenes, Middle-East Research 24 Journal of Scientific (S1): 49-54, 2016 ISSN 1990-9233 IDOSI Publications
  • Vishnu Priyan K. Menaka. D, Segmentation and classification for improved karyotyping of Multispectral Chromosome images, International journal of innovative research in computer and communication Engineering ISSN 2320-9801,Vol 5,April 2017
  • D. Menaka, Dr. S. Ganesh Vaidyanathan, Chromenet: A CNN Architecture With Comparison Of Optimizers For Classification Of Human Chromosome Images, Multidimensional systems and signal processing, Springer,Vol 33. Issue 3,pp 747-768,Jan 2022
  • D. Menaka, Dr. S. Ganesh Vaidyanathan,,A hybrid convolutional neural network?support vector machine architecture for classification of super?resolution enhanced chromosome images ,Expert Systems,Wiley publishers, November 2022, http://doi.org/10.1111/exsy.13186

    • International Conferences

  • Vishnu Priyan K.Menaka. D, An improved algorithm for karyotyping of human M FISH chromosome images Second International conference on innovative and emerging trends in Engineering and technology,May 2017.
  • D.Ganesh Vaidyanathan.S Expectation maximization segmentation algorithm for classification of human chromosome images2nd IEEE International conference on Electronics, Communication and Aerospace Technology (ICECA 2018) Coimbatore March 2018.
  • Rahul, D. Menaka “Dynamic Texture Segmentation of Video using Texture descriptors and Optical Flow of pixels for Automating Monitoring in Different Environments” ICCSP 2013 Paper published in IEEE conference proceedings 10.1109/iccsp.2013.6577175pgno:841-846 ISBN:978-1-4673-4865-203/04/2013-05/04/2013.
  • Sowmyan, A. Siddarth, D.Menaka published a paper titled A Novel Approach To Compression Of Color Images By Plane Reduction Technique in international conference on Electrical, Computer, Electronics and Communication Engineering (ICSIP 2011) in Singapore during Sept 28-30 2011.
  • Preethi, D. Menaka published a paper titled Segmentation and Denoising of Surveillance Video using Adaptive GMM towards effective video retrieval in the International Conference ICACT 2012 held on 9th and 10 th March at JKKN College of Engineering and Technology.
  • Presented a paper titled “BINARY WAVELET SHRINKAGE ALGORITHM FOR DENOISING APPLICATION” at the National conference on Signal Processing Systems conducted by College of Engineering, Guindy on 8th-9th May 2008.
  • Presented a paper titled “IMAGE DENOISING USING WAVELET SHRINKAGE ALGORITHM” at the National conference on communication and Networks JCECON’08 conducted by Jerusalem college of Engineering, Melmaruvathur on 10th April 2008.
  • Presented a paper titled “IMAGE DENOISING USING SELECTIVE WAVELET SHRINKAGE ALGORITHM” at the National conference on Wireless Technologies NCWT 08 conducted by Adhiparasakthi college of Engineering, Melmaruvathur on 6th-7th February 2008.
  • Presented a paper titled “IMAGE DENOISING USING FEATURE BASED WAVELET SHRINKAGE ALGORITHM” at the International conference on RF and Signal Processing Systems RSPS 2008 conducted by K.L. College of Engineering, Vaddeswaram, A.P. on 1st-2nd February.
  • Ms. M. Udhaya, Ms. D. Menaka published a paper titled Hyperspectral image classification using SVM based wavelet transform and Gabor filter in proceedings of 4th National conference on recent advancements in signal processing and communication(NCRASPC 2015).
    Research and Consultancy

  • Anna University recognized Ph D supervisor in the areas of machine learning,deep learning,Artificial intelligence and Image processing.

    • Patents Published

  • Published a patent titled “Innovating Interface-Exploring Hand Gesture Recognition For Smart Interaction” during September 2023.
  • Published a patent titled “A system based on ML for determining a channel state for wireless communication” during October 2023.
Conference / Workshop / FDP
    Workshops organized

  • Arranged a lecture on the “Future of SAP Careers” on 8th August 2023 by Mr.Ahnirudh Yeshwanth Raj, Ernst and Young LLP, 2015-19 Batch ECE alumnus.
  • Arranged a lecture on the Insights on VLSI & Embedded systems on 19th September 2023 by Dr. Arun Janarthanan,Technology director and Engineering practice,Edtech business,HCLtech,alumnus 1999-2003 batch
  • Arranged a lecture “An insight on reinforcement learning” on 17/10/2023 by Mr.Rahil jain, Software EngineeR,Temenos India Pvt Ltd,, 2017-21 batch
  • Organized Hackelite, a 24 hours inter department Hackathon in association with alumni association on 06/03/2023 and 07/03/2023.
  • Organized a guest lecture on Role of IOT in industry 4.O delivered by D.Usha Rani Seshasayee on 2nd May 2023.
  • Organized two days hands on training on Arduino programming from 30/01/2023 to 31/01/2023 at ECE department,SVCE
  • Organized a guest lecture on career opportunities on 31/10/2022 delivered by Mr.Keshav,ECE Alumnus 2021, currently working as Software Engineer at Multicoreware Inc.
  • Organized a guest lecture on future opportunities in high speed networking on 23/09/2022 delivered by Mr.Adithya.K, Senior Software Engineer at Nokia,Sunnyvale,US.
  • Organized a guest lecture on How to utilize your skills to be unique in the Engineering Industry by Ms.Srestha Kannan,ECE alumna 2019 batch, Graduate Electrical Engineer, Brisbane ,Australia, on 19th September 2022
  • Organized a webinar on ‘Embracing failures’ was given by Mr. Karuppiah Vishaal (An alumnus of batch 2013-2017, SVCE and Quality assistance Engineer at Amazon) on 09/07/2022.
  • Organized the value added course on "Signal Processing using Simulation tools and tecniques;during 19/07/2021 to 09/08/2021 in 2 phases.
  • Organized two days workshop “Introduction to machine learning on 22/01/2022 and 23/01/2022.
  • Organized six days FDP on VLSI design in association with entuple technologies from 31/01/2022 to 05/02/2022.
  • Organized the 15 hours certification course on R Programming from 11/02/2020 to 15/02/2020.
  • Python-programming workshop as a 5-day (15 hours) certification course from 10 th to 14 th Mar 2020,
  • Organized an interdepartmental 24 hour Make-a-thon 2.0 on 7th and 8th Feb 2020.
  • Organized the value added course on "Signal Processing using Simulation tool & techniques during 14/09/2020 to 04/12/2020 in 2 phases.
  • Organized many guest lectures as department alumni coordinator and IETE ISF incharge.
  • Organised One day workshop on signal processing using MATLAB on 19/09/2017.
  • Organised Anna University approved seven days FDTP on Embedded and Real-Time Systems during 13-21 June 2017.
  • Organised National level conference on Signal Processing and Communication, Networking during 5-6 April 2017.
  • Organised a workshop on Audio and Image Signal Processing Using MATLAB on April 25, 2016 at SVCE.

    • Lecture Delivered:

  • Delivered a talk on Implementation of Image data processing and analysis, in three days Faculty Development Program on “Deep Learning Techniques forImage Analysis – Hands on Session” organized by the Department of Electronics and Communication Engineering, Sri Venkateswara College of Engineering from 03.10.2023 to 05.10.2023.
  • Delivered a Special Lecture titled “Image Enhancement using MATLAB” on 23/07/2021 in the value added course on “Signal Processing using Simulation tool” offered by the Department of Electronics and Communication Engineering.
  • Delivered a Special Lecture titled “Image Enhancement using MATLAB” on 23/07/2021 in the value added course on “Signal Processing using Simulation tool” offered by the Department of Electronics and Communication Engineering.
  • Delivered a lecture titled ” ISO awareness programme “to the newly joined faculty in ECE department
  • Delivered a Special Lecture titled “Introduction to MATLAB” on 14/09/2020 in the value added course on “Signal Processing using Simulation tool” offered by the Department of Electronics and Communication Engineering.
  • Delivered a lecture on Case study-Alarm clock, Data Compressor in the Anna University approved seven days FDTP on Embedded and Real Time Systems during 13-21st June 2017 in SVCE.

    • Workshop Attended

  • Organized the value added course on “Signal Processing using Simulation tool”during 19/07/2021 to 09/08/2021 in 2 phases.
  • Organized two days workshop “Introduction to machine learning” on 22/01/2022 and 23/01/2022
  • Organized six days FDP on VLSI design in association with entuple technologies from 31/01/2022 to 05/02/2022.
  • Organized the 15 hours certification course on R Programming fom 11/02/2020 to 15/02/2020
  • Python-programming workshop as a 5-day (15 hours) certification course from 10 th to 14 th Mar 2020,
  • Organized an interdepartmental 24 hour Make-a-thon 2.0 on 7th and 8th Feb 2020,
  • Organized the value added course on “Signal Processing using Simulation tool”during 14/09/2020 to 04/12/2020 in 2 phases.
  • Attended two Weeks Faculty Development Program on “Learning in the age of AI: Algorithms, Models and Beyond” organized by Department of Computer Science and Engineering (Artificial Intelligence and Machine Learning) ,KPR institute of science and technology,Coimbatore from 21-08-2023 to 01-09-2023
  • Attended CSIR Sponsored Three Days National Workshop on Artificial Intelligence for Societal Applications – Space Exploration, Agriculture and Health Care organized by KCG college of Engineering from 18th october 2023 to 20th October 2023.
  • Participated in five days of international STTP on advanced approaches and insights on AI and deep learning in health care organized by the department of ECE from 27/03/2023 to 31/03/2023.
  • Participated in the AICTE sponsored workshop on Gender audits in Higher Educational Institutions:The Why and How? On 27/01/2023 and 28/01/2023
  • Participated in the three days Faculty Development program- The Art of Living (Capacity Building for Productivity Enhancement) from Jan 9th Jan 11th 2023.
  • Attended 3 Days FDP for exploring the trends in the field of Signal Processing, Artificial Intelligence & Machine Learning in Biomedical Engineering from Nov 16th to Nov 18th 2022 organized by the Department of ECE SSN College of Engineering,Chennai.
  • Attended Mathworks training session on Machine Learning with MATLAB/ Deep Learning with MATLAB from 10/08/2022 to 12/08/2022.
  • Attended the webinar on “Teamcenter software tools” on 5/1/2022
  • Participated in the Webinar on “Future of Mobile App Industry” organized by the Department of ECE in association with Huawei Training on 2nd March 2022.
  • Participated in Demo cum Training on IoT 2020/2040/2050 organized by the Department of ECE in association with VI Microsystems Pvt. Ltd. on 24th Feb 22
  • Attended National Level Workshop On Documenting Technical Reports using LaTeX organized by the department of Computer Science and Engineering , Sri Venkateswara College of Engineering from June 1, 2021 to June 5, 2021
  • Attended ATAL FDP on “Ability and Inability of AI” from 21/06/2021 to 25/06/2021
  • Participated in a webinar on “Introduction to Deep Learning-Tensor flow-Basic-Hands on” conducted by the Dept of ECE on 19/07/2021.
  • Participated in Three-day national level workshop on “Centroid of Engineering in AI and ML” from 12th August 2021 to 14th August 2021
  • Participated in 3-day Short-Term Training program on’Virtual labs’ conducted by the Department of Electronicsand Communication Engineering between 4th and 8th December 2021.
  • Attended ATAL FDP on Advanced data science from 27/12/2021 to 31/12/2021 organized by IIIT Una
  • Webinar on ‘Team center software tools’, Organized by Dept of ECE, SVCE & VI microsystems Pvt Ltd in association with Siemens Digital Industries Software, on 05/01/2022
  • Participated in One week International Short Term Training Programme on “Emerging Trends and Research Challenges in Deep Learning Applications”from 21.02.2022 to 26.02.2022 conducted by the Department of Electronics and Communication Engineering ,SVCE
  • Attended 5 days online FDP on machine learning and its applications at SVCE from 21/09/2020 to 25/09/2020
  • Attended five days international STTP on deep learning applications from 19th to 23rd October 2020 organized by ECE department,SVCE
  • Attended AICTE sponsored online STTP on Research aspects on deep learning in image and video processing organized by Velammal Institute of technology from 14.12.2020 to 19.12.2020
  • Participated in National Level Workshop on Machine Learning in Computer Vision Applications organized by the Department of ECE, SVCE on 12th & 13th May 2020.
  • Attended many webinars and completed 4 courses in coursera from April 2020-May 2020 Completed four courses in coursera1.Neural networks and deep learning 2.Programming for Everybody (Getting Started with Python) 3.AI for Everyone 4.Introduction to machine learning
  • Completed 2 NPTEL courses:Python for data science during July-Sept 2019 ,Medical image analysis during Jan-June 2020.
  • Got Elite certification in Two NPTEL courses-Digital Image Processing, Fuzzy logic and Neural network.Both the courses are approved as AICTE Faculty Development Programme in April and Decebember 2019 respectively.
  • Attended a National Workshop on Deep Learning : Text Analysis and Image Processing” (NWDLTAIP’18) at SVCE on 9/3/2018 amd 9/3/2018
  • Attended a one day national workshop on Persuasive Research Promotion Strategies at Kings Engineering college on 25/11/2017.
  • Attended AICTE sponsored National seminar on “Deep Learning for Big Data Analytics” at SVCE from 9/11/2017 to 10/11/2017.
  • Attended a one day national seminar on Fuzzy set and its applications in Science and Engineering at SVCE on 14th February 2017.
  • Attended two days workshop on System Modeling, Simulation and Implementation using MATLAB and ORCAD at SVCE, Chennai during 13-14th March 2017.
  • Attended two day hands on training on Image processing,Computer vision and Machine learning organized at MIT Campus,Anna University Chennai during 27/01/2017 and 28/01/2017.
  • Attended two days workshop on LABVIEW applications for communication Engineers in Prathyusha Engineering College during 7-8th November 2016.
  • Attended 2-day workshop on Advances in Image Processing and its Applications, organized by the Department of ECE, Sri Venkateswara College of Engineering,Pennalur on 18th & 19th March 2016.
  • Attended one day Workshop on Biomedical Image Processing using Mathematical Tools on 11th Mar, 2015 at Saveetha School of Engineering, Saveetha University,C
    hennai.
  • Workshop on Challenges and oppurtunities in underwater imaging systems at SVCE on 24/01/2014
  • Workshop on research methodology and teaching pedagogy at SVCE on 29/04/2014 &30/04/2014
  • FDP on tools for optical and microwave communication at SVCE from 26/09/2013 to 28/09/2013
  • Workshop on simulation capabilities of cosmol multiphysics at SVCE on 07/02/2014
  • Workshop on recent trends in image processing techniques and applications using matlab in Thirumalai Engineering College on 20/08/2013
  • Attended one day workshop on “FDP on latest trends in EDA for Communication, Electronics and VLSI technology” at SVCE,Chennai on 13.02.2013
  • Attended Two days National workshop on Image processing frame work using FPGA design at SVCE,Chennai.
  • Attended Two days workshop on innovative MEMS devices on 17/12/2010 and 18/12/2010 at VIT, Chennai.
  • Workshop on innovative MEMS devices conducted in VIT Chennai on 17-18 th Dec 2010
  • National Level workshop on “ADVANCED DIGITAL SIGNAL PROCESSING” conducted by Sri Venkateswara College of Engineering in the year 2006.
  • National workshop on “IMAGE PROCESSING TECHNIQUES” conducted by St. Joseph College of Engineering, Chennai on 19th August 2004.
  • National workshop on “SIGNALS AND SYSTEMS” conducted by Sri Venkateswara College of Engineering, Pennalur from 31/05/2004 to 04/06/2004.
  • National level workshop on “MECHATRONICS” conducted by Vellore Institute of Technology on 24th July 2003.
  • Attended one workshop on medical image processing using mathematical tools in Saveetha University
Laboratory Handled
Training Attended
Additional Responsibilities
    Current Responsibilities

  • Department ISO Coordiantor
  • Department Alumni Coordinator
  • Department Value Added Course Incharge
  • Faculty Advisor for 2022_2025 Batch EC B(2)
  • College level SPOC for alumni project connect.

    • Previous Responsibilities

  • IETE ISF Incharge
  • Dept PO Incharge
  • Staff Development Incharge
  • Result Analysis Incharge
  • CAT Coordinator
  • Department Class Arrangement Incharge
Achievements
  • Received Outstanding Teacher award for the academic year 2020-21.
  • Received best ISF award for the academic years 2019-20 from IETE,Chennai center.
  • Received best paper award in International conferences and faculty research day.
  • Received Intramural UG project funding during the academic year 2020_21.
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