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Faculty Details

Dr. Padmanayana

Associate Professor and HOD

  • B.E (Mangalore University)-1993
  • M.Tech (VTU)-2010
  • PhD(Srinivas University)-2023

    Academic Background

    Date of Join: 2025-02-07
    Email: dr.padmanayana@ajiet.edu.in
      1. "An AMD algorithm for monitoring suspicious activity in real time automated video survellance system", International Journal of  Engineering  Research & technology  (IJERT), e-ISSN: 2278-0181, Volume: 02 Issue: 04  ,April 2013 , (Impact factor 1.76).
      2. "Stateless Multicasting in Ad-hoc Networks guided by motion estimation" International Journal of Engineering Research and Applications " (IJERA) , ISSN: 2248-9622 , Volume:3, Issue :4  ,PP 777-780 July-Aug 2013. (Impact Factor 1.69).
      3. "Prediction based Channel selection for cognitive Radio Networks" International Journal of Engineering Research and Applications " (IJERA) , ISSN: 2248-9622 , Volume:3, Issue :4  ,PP 772-776, July-Aug 2013. (Impact Factor 1.69)
      4. "  Early detection and classification of pests using image processing", International Journal of innovative Research in Electrical,Electronics,Instrumentation and Control Engineering  (IJIREEICE), e-ISSN: 2321-2004, p-ISSN: 2321-5526 , Volume: 03 Issue: 01  ,April 2015 , (Impact factor 1.612)
      5. "Face recognition for obstructed image using AAM", International Journal of  Innovative Research in Science, Engineering   & technology  (IJIRSET), e-ISSN: 2319-8753, Volume: 05, Special Issue: 10  , May 2016 , (Impact factor 6.209).
      6. "Plant species Identification using color, texture and geometrical feature extraction using SVM classifier," International Journal of Emerging Research in Management & Technology(IJERMT)ISSN:2278-9359 DOI:10.23956/ijermt Volume 6,Issue:05 May 2017(IF1.492)
      7. "Real Time Drowsiness Detection To Reduce major Road Accidents",Journal of Emerging technologies and Innovative Research(JETIR) (ISSN:2349-5162) Volume 6 Issue 5 May 2019.
      8. "Efficient Localization of Region Of Interest For Drowsiness Detection" ,Journal of Emerging technologies and Innovative Research(JETIR) (ISSN:2349-5162) Volume 6 Issue 5 May 2019.
      9. "Shadow Detection and removal", Internationajournal of Research in Engineering Science and Management(IJRESM), May 2020,volume 3,Issue 5, ISSN(online) 2581-5792
      10. "Classification and Identification of Object in an Image", International journal of Research in Engineering Science and Management(IJRESM), May 2020,volume 3,Issue 3, ISSN(online) 2581-5792
      11. "Shadow Detection and removal in  Images", International journal of Research in Engineering Science and Management(IJRESM), May 2020,volume 3,Issue 5, ISSN(online) 2581-5792
      12. "A Linear Model based on Principal Component Analysis for Disease Prediction" International Research Journal of Engineering and Technology (IRJET), Volume 7,Issue 6,June 2020 PISSN:2395-0072
      13. " Vehicle number plate detection using CNN" International Journal of Scientific Research in Computer Science, Engineering and Information Technology (IJSRCSEIT), UGC Journal No : 64718 July-2021,Volume 7,Issue 4, ISSN-2456-3307
      14. " Automatic number plate detection using Deep Learning", International journal of Research in Engineering Science and Management(IJRESM), July 2021,volume 4,Issue 7, ISSN(online) 2581-5792
      15. " Stock market prediction using Twitter sentiment analysis", International Journal of Scientific Research in Computer Science, Engineering and Information Technology (IJSRCSEIT), UGC Journal No : 64718 July-2021,Volume 7,Issue 4, ISSN-2456-3307
      16. "Segmentation and Classification of Brain Tumour Images", International Journal of Scientific Research in Computer Science, Engineering and Information Technology (IJSRCSEIT), UGC Journal No : 64718 July-2021,Volume 7,Issue 4, ISSN-2456-3307
      17. "StockGuru: Smart Way to Predict Stock Price Using Machine Learning", International Journal of Innovative Research in Computer Science & Technology (IJIRCST), July-2021,Volume 9,Issue 4, ISSN:2347-5552
      18. " Binary Classification of DR-Diabetic Retinopathy using CNN with Fundus Colour Images  "Materials Today Proceedings, Volume 58,Issue 1,August 2022,ISSN: 2214-7853.
      19. " A Review on Recent Techniques For grading the Severity of  Diabetic Retinopathy in Retinal Colour Fundus Images" International Journal of Scientific Research in Computer Science, Engineering and Information Technology (IJSRCSEIT), UGC Journal No : 64718 Feb-2022,Volume 8,Issue 1, ISSN-2456-3307
      20. "Convolutional Dense Net for Diabetic Retinopathy Lesion Segmentation and Automated Grade Classification utilizing Ensemble of Classifiers" Advanced  Engineering Sciences,Volume 54,Issue 2,October 2022, ISSN: 2096-3246.
      21. "A Survey on DR detection by Segmenting Blood  Vessels and Lesions from Fundus Colour Images with Deep Learning Techniques", Computer Integrated Manufacturing Systems,Volume 28,Issue 12,December 2022,ISSN: 1006-5911
      22. "Improved Invasive Weed Social Ski-Driver Optimization-Based Deep Convolution Neural Network for Diabetic  Retinopathy Classification", International Journal of Image and Graphics,August 2023,ISSN: 1793-6756.
      23. "Third Eye-An app for Blind assistance" in  Global Journal of Research in Humanities & Cultural Studies,Volume 4,Issue 3,May 2024,ISSN: 2583-2670
      24. "Artificial Intelligence for Emotion Recognition in Low-Resource Language Social Media Texts: A Comprehensive Review"in Global Journal of Research in Engineering  & Computer Sciences, Volume 4,Issue 3,May 2024,ISSN: 2583-2727
      25. "From Artificial Neural Networks to Spiking Neural Networks: A Comprehensive Review" in in Global Journal of Research in Engineering  & Computer Sciences, Volume 4,Issue 3,May 2024,ISSN: 2583-2727.
      26. Published a book chapter on topic "A Deep Learning technique for Bifold Grading of Eye Disorder DR-Diabetic Retinopathy."in  Artificial Intelligence on Medical Data,Lecture Notes in Computational Vision and Biomechanics 37.
      27. Published a book chapter in Smart Innovation, Systems and Technologies (Volume 379)eISSN: 2190-3026,with topic  "Diabetic Retinopathy Severity Detection an Automated Tool"February 2024.



      1.  Digital Image processing
      2. Artificial intelligence , Machine Learning and DeepLearning.
      3. Internet of Things
      4. Data Mining and Data Warehousing.
      1. Published 5 patents.
      2. Presented 22 papers in National and International Conferences.
      3. Published 25 papers in National and International journals.
      4. Guided 12 UG projects and 14 PG projects.
      5. Attended more than 50 FDPs and workshops.
      6. Received funding for the UG project "Detecting Fishing Websites"from KSCST.
      7. Given a technical talk on the topic Introduction to Image Enhancement Technique in Aeronautical   department SIT Mangalore.
      8. Reviewerv for the "3  Ieee International Conference On Distributed Computing, Vlsi, Electrical Circuits And Robotics (2023 Ieee Discover)"From 13th -14th October 2023 At Scem Mangalore.
      9. Reviewer for "International Conference on Intelligent Systems in Computing and Communication (ISCComm-2023)" from 8th - 9th December 2023 at MITE Moodabidri.
      10. BOE member for the department of ICBS ,SJEC Mangalore.
      11. Reviewer for the international conference "IEEE Bangalore Humanitarian Technology Conference (IEEE BHTC 2024)",on 22nd March to 23rd March 2024 at NMAMIT Nitte.
      12. Number of Bookchapters published = 2
      13. Number of Certifications completed(NPTEL and other) = 10.
      14. Reviewer for the "2nd IEEE International Conference "Distributed  Computing,VLSI,Electrical Circuits and Robotics  from 18th to 19th October 2024 at SJEC Mangalore.
      15. Reviewer for the "2nd IEEE International Conference on Recent Advances in Information Technology for Sustainable Development(ICRAIS 2024) from 6th to 7th November 2024 at  MAHE Manipal.

      1. Life Member of ISTE (LM46232)
      2. VIDWAN ID (219586)
      3. Orchid ID (0000 0002 2876 6740)
      4. Google Scholor ID(72_M7A0-A-A-A-AJ)
      5. International Computer Science and Engineering Society(38764)
      6. Member of World Economics Assiciation(WEA)
      1. Received funding for the UG project "Detecting Fishing Websites" from KSCST.


      1. Attended international conference & symposium on storage technologies(icsst) at nmamit nitte on 3rd and 4th December 2008.
      2. Attended national conference on wireless communications and technologies (ncwct-09) at NMAMIT Nitte on  5th and 6th February 2009.
      3. Attended multicore technologies workshop at NMAMIT Nitte on  12th to 14 th march 2009.
      4. Participated in FDP on “Advanced computing systems” at CEC bantwal from 20th – 22nd Jan 2011.
      5. Participated in “Latest Microsoft Technologies” workshop organized by BITES, Bangalore on 8th Feb 2011 at Srinivas Institute of Technology, Mangalore.
      6. Participated in “Java,JEE and application Server Concepts” workshop organized by BITES,Bangalore on 27th January  2012 at Srinivas Institute of Technology,Mangalore.
      7. Participated in “Cloud computing :Trends and Challenges” workshop organized by BITES,Bangalore on 12th  and 13th July 2012 at Srinivas Institute of Technology,Mangalore.
      8. Attended ISTE workshop on “Akash for Education” by IIT Bombay on 10th & 11th November,2012.
      9. Participated in a Two week ISTE Workshop on “Database Management Systems” conducted by IIT Bombay  from  21st to 31stMay 2013.
      10. Participated in “research trends in information technology at NITK,surathkal on july 11th ,12th 2013.
      11. Attended FDP “Mission 10X” conducted by Wipro Technologies at SIT mangalore from 27th February to March 1st 2014.
      12. Participated in a Two week ISTE Workshop on Computer Programming conducted by IIT Bombay May 20th to June 21st 2014.
      13. Participated in a Two week ISTE Workshop on 'Computer Networking' conducted by IIT Bombay May 28th to July 5th 2014.
      14. Participated in “Android Applications” workshop organized by BITES on 11th & 12th May 2015 at Srinivas Institute of Technology, Mangalore.
      15. Attended first phase workshop on “counselling skills training for college teachers” on 19th,20th and 21st September 2016.
      16. Delivered a technical talk on “Introduction to Image Enhancement Techniques” on 14th October 2016 at the Department of Aeronautical Engineering SIT, Mangalore.(Work shop -Introduction to Digital Image Processing using MATLAB on 14th and 15th October 2016)
      17. Attended National level workshop FDP on “writing Research proposal” at SDM Institute of Technology, Ujire on 5th November 2016.
      18. Attended a workshop on ''Research Methodologies & Latex” from 21st to 23rd September,2017 at VCET Puttur.
      19. Participated in  GIAN course “Visual Object Recognition” conducted in the department of computer science ,Mangalore University ,15th – 19th January 2018.
      20. Participated in the Five day FDP on machine Learning held at St.Joseph Engineering College from 23rd to 27th July 2018.
      21. ”Introduction to machine Learning”NPTEL 12 week course Aug – Oct 2018.
      22. “Joy of computing using Python” NPTEL 12 week course July – Oct 2019.
      23. ”Participated in the 3 day FDP on machine Learning held at Srinivas University College from 30th July to 1st Aug 2019.
      24. ”Fundamentals of machine Learning 12-06-2020 to 18-06-2020 by ICT Academy”
      25. ”Exemplary Practice in teaching learning and Evaluation of courses in CS and IS Technology” 3rd - 7th August 2020 at VTU Belagavi.
      26. ”Entrepreneurship and Innovations”at  Dayananda Sagar Academy of Technology and Innovations from 22-02-2021 to 06-03-2021.
      27. “An Overview of Teaching Techniques in Scientific Foundations of Health” from Dec 20 to 24, 2021.
      28. ”An Inculacting Universal Human Values in Technical Education” from Sept 27th to Oct 1st 2021.
      29. “An Overview of Teaching Techniques in Innovation and Design Thinking” from Dec 6th to 10th 2021.
      30. ”Artificial intelligence & machine Learning” from 29th Sept 2021-1st October 2021,RNSIT Bangalore.
      31. ” Deep Learning” 09th Jan 2023-20th Jan 2023, Army Institute of Technology, Pune.
      32. ”Insights Of Python”28th Feb-4th March 2023,SIT Mangalore.
      33. ”Introduction to Python Programming & its Applications”13th march – 17th march 2023,AICTE.
      34. ”DOING DOCTORAL-LEVEL RESEARCH (DDLR)” Sept 2022-march 2023,Srinivas University Mangalore.
      35. ” Devops” 28th August 2023-8th September 2023, Army Institute of Technology, Pune.
      36. Faculty Development Program “Viksit Bharat 2047- Role of Engineering Faculty”- 29-01-2024 to 02-02-2024.
      37. Attended an International Conference “Health Informatics,Intelligent System, Networks Technology (HINT 24)” on 14th and 15th March 2024 at MAHE Manipal.
      38. Attended a one Week FDP-”Robotic Process Automation Associate (UiPath)” by ICT Academy from 18th March to 22nd March 2024 at SIT Mangalore.
      39. Attended a one Week FDP-”From Machine Learning to Tiny ML” from 1st May to 5th  May 2024 at SIT Mangalore.
      40. Attended a FDP on “NAAC PEER TEAM VISIT” on June 24th to June 26th 2024.
      41. Attended a one week FDP on “Master NAAC Accreditation Process” on June 25th to June 29th 2024.
      42. Attended a seminar  “Foundation course on NAAC” on 22nd June 2024.
      43. Attended a seminar  “NAAC Peer team Visit:Qualitative Metric” on 23rd June 2024.
      44. Attended a one week FDP “AI And Gen AI with Industry Application” from 16th july to 22nd July at MIT Academy of Engineering (MIT AOE) Autonomous - Maharashtra.(Virtual).
      45. NPTEL certification on Data Mining (February 2019 –April 2019)
      46. NPTEL certification on Introduction of Internet of Things (Jan 2020-April 2020)
      47. NPTEL certification on Deep Learning (Jan 2021-April 2021)
      48. Infosys Spring Board certification on “Learn Computer Vision with Python and OpenCV” on February 2022
      49. Infosys Spring Board certification on “Image processing with MATLAB” on February 2022
      50. Infosys Spring Board certification on “Data Science with Python”on  December   2022
      51. NPTEL certification on “Systems and Usable Security”(Jan 2024-Feb 2024).


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