Dr. Padmanayana
Education Details
| Degree | Institution | Specialization | University | Year |
| B.E | NMAMIT,Nitte | Electrical and Electronics | Mangalore | 1994 |
| M.Tech | NMAMIT,Nitte | Computer Science and Engineering | VTU | 2010 |
| Ph.D. | Srinivas University | Computer Science and Engineering | Srinivas University | 2023 |
Experience Details
| Field | Designation | Workplace | From | To |
| Teaching | Associate professor | SIT,Valachil | August 2007 | Till date |
| Teaching | Lecturer | Thakur Polytechnic, Kandivili (E), Mumbai | December 1999 | May 2007 |
| Teaching | Lecturer | Terna Engineering College, Nerul, Navi Mumbai, Maharashtra | November 1995 | November 1999 |
| Industry | QC engineer | Punaroor,Mulki | May 1994 | October 1995 |
Subjects Handled
| Analog and Digital electronics , Microprocessors and Microcontrollers , Advances in Computer architecture , Computer Programming , Data Communication , Data Base management System , Advances in Digital Image Processing , Internet of things , Machine Learning , Python Application Programming , Artificial Intelligence and Machine Learning , Data Mining and Data Warehouse |
Area of Interest
| Machine Learning , Internet of Things , Microcontrollers , Artificial Intelligence |
Publications in Journals
| International Journal | |
| 1 | Padmanayana, Madhu S, “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 | Padmanayana, Anusha M M, “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 | Padmanayana , Poornima B V, “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 | Padmanayana, Sreelakshmi, “ 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 | Padmanayana, Mangala B S, “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 | Padmanayana, Sowmya,”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 | Padmanayana, PoojaP, Swathi S H “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 | Mrs.Padmanayana, Prathika S,Rashmi N, “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 | Published a paper with the title “Segmentation and Classification of Brain Tumour Images ” in the Journal IJSARCSEIT - Volume 7 Issue 4 July-August 2021. |
| 10 | Published a paper with the title “Stock Market Prediction Using Twitter Sentiment Analysis ” in the Journal IJSRCSEIT - Volume 7 Issue 4 July-August 2021. |
| 11 | Published a paper with the title “Automatic Number Plate Detection using Deep Learning ” in the Journal IJRESM - Volume 4 Issue 7 July 2021. |
| 12 | Published a paper with the title “Vehicle Number Plate Detection Using CNN ” in the Journal IJSRCSEIT - Volume 7 Issue 4 July 2021. |
| 13 | Published a paper with the title “StockGuru: Smart Way to Predict Stock Price Using Machine Learning ” in the Journal IJIRCST - Volume 9 Issue 4 July 2021. |
| 14 | Published a paper on “Binary Classification of DR-Diabetic Retinopathy Using CNN With Fundus Colour Images”in the Elseveir Material today proceedings Page 212-216,23rd Feb 2022,ISSN 2214-7853. |
| 15 | Published a paper on ”A Deep Learning technique for Bifold Grading of Eye Disorder DR-Diabetic Retinopathy.”in 2nd International Symposium on Computer Vision and Machine Learning In Medical Image analysis ISCMM 2021 on 11th-12th November 2021. |
| 16 | Published a paper on “A Review on Recent Techniques For grading the Severity of Diabetic Retinopathy in Retinal Colour Fundus Images”in IJSRCSEIT volume 8 Issue 1 Jan Feb 2022. |
Paper presented in conferences
| National Paper | |
| 1 | “An approach to Hidden node Problem”in the National conference,SDM collage Mangalore on March 20th 2009. |
| 2 | “Implementation of motion detection system”in the National conference Dayanand Sagar collage of Engineering Bangalore on November 7th 2009. |
| 3 | “A survey on algorithms for background elimination technique” in the National conference Dayanand Sagar collage of Engineering Bangalore on November 7th 2009. |
| 4 | Chaithra and Mrs. Padmanayana, “ An Efficient Watershed Segmentation For MR Images,” in the National Conference on Multimedia and Information Security NMAM Institute of Technology, Nitte, Karnataka , 25th &26th February 2014.(ISBN 978-93-83459-10-0) |
| 5 | Chaithra and Mrs. Padmanayana, “ An Efficient Watershed Segmentation For MR Images,” in the National Conference on Emerging Trends in Engineering & Technol- ogy, Canara Engineering College, Benjanapadavu, 24th April 2014 |
| 6 | Keerthana S and Mrs. Padmanayana, “Mixing the fingerprint components to generate a virtual identity,” National Conference on Emerging Trends in Engineering Technology, Canara Engineering College, Benjanapadavu, 24th April 2014. |
| 7 | Divya, Padmanayana, “Multi-object Tracking using ST-MRF, GMM, Modified Running Average and Camshift- a Comparative Study”, in the international conference on “Computational Systems for Health & Sustainability (CSFHS)”, held during 17th and 18th April, 2015 at R V College of Engineering, Bangaluru, Karnataka. |
| 8 | Divya, Padmanayana, “An Analytical Survey of Techniques for Identification of Motion based Objects in Videos”, in the national conference on “Signal and Im age Processing - 2015 (NCSIP - 2015)”, held on 01-02 May 2015 at Vivekananda College of Engineering and Technology, Puttur. |
| 9 | Sreelakshmi M, Padmanayana “Early Detection and Classification of Pests“in the National Conference on “Advanced Innovation in Engineering and Technology“ held during 25th and 26th April,2015 at Alva’s Institute of Technology, moodbidri, Mangaluru, Karnataka. |
| 10 | Mrs.Padmanayana and Supriya,”Efficient RGB Image segmentation using Constraint Propagation Cut”in the National conference on “ Emerging Trends in Science & Engineering NCETSE – 2108” at Shri Madhwa Vadiraja Institute of Technology and Management,Bantakal,Udupi on 27th & 28th ,April 2018. |
| 11 | Efficient RGB Image segmentation using Constraint Propagation Cut”in the National conference on “ Emerging Trends in Science & Engineering NCETSE – 2108” at Shri Madhwa Vadiraja Institute of Technology and Management,Bantakal,Udupi on 27th & 28th ,April 2018 |
| Inter National Paper | |
| 1 | Divya, Padmanayana, “Action Recognition and Activity Analysis of Multiple Moving Objects in Outdoor Scene”, in the 2nd international conference on “Advances in Computer & Communication Engineering”, held during 5th & 6th May, 2015 at Vemana Institute Of Technology, Bangaluru, Karnataka. |
| 2 | Mangala and Mrs. Padmanayana, “ Face Recognition Approach for obstructed image using AAM,” in the InterNational Conference on Computer Science & technology Allies in Research (ICCSTAR-2016) ,27th & 28th April 2016,at City Engineering college ,Bangalore-560061 |
| 3 | Mrs. Padmanayana and Sowmya,”Plant species Identification using color, texture and geometrical feature extraction using SVM classifier,”in the International Conference on Emerging Trends in Science & Engineering ICETSE – 2107, May 11th & 12th, 2017 at Coorg Institute of Technology, Ponnampet, S. Kodagu, Karnataka, India. |
| 4 | Padmanayana Supriya,”Efficient Image Segmentation Using K Mean Technique”in the International Conference on Recent Trends in Technology 2K18”at Shri Dharmasthala Manjunatheshwara Institute of Technology,Ujire on 18th May 2018. |
| 5 | Presented a paper on “Profound Learning Calculation For Efficient Arrangement Of Brain Tumour Images' 'in the International Conference on Recent Trends in Science and Technology(ICRTST-2021) in AIME College of Engineering Mysore on 8th and 9th July 2021. |
| 6 | Presented a paper on “Binary Classification of DR-Diabetic Retinopathy Using CNN With Fundus Colour Images”in the International conference on Artificial intelligence and Energy Systems-2021 at St.Joseph's college of Engineering and Technology ,Palai on 8th and 9th December 2021. |
| 7 | Presented a paper on 'A Deep Learning technique for Bifold Grading of Eye Disorder DR-Diabetic Retinopathy.”in 2nd International Symposium on Computer Vision and Machine Learning In Medical Image analysis ISCMM 2021 on 11th-12th November 2021. |
Workshop/Seminar attended/Guest lectures delivered
| 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. Participated in FDP on “Advanced computing systems”at CEC bantwal from 20th – 22nd Jan 2011. |
| 4 | Participated in “Latest Microsoft Technologies” workshop organized by BITES,Bangalore on 8th Feb 2011 at Srinivas Institute of Technology,Mangalore. |
| 5 | Participated in “Java,JEE and application Server Concepts” workshop organized by BITES,Bangalore on 27th January 2012 at Srinivas Institute of Technology,Mangalore. |
| 6 | Participated in “Cloud computing :Trends and Challenges” workshop organized by BITES,Bangalore on 12th and 13th July 2012 at Srinivas Institute of Technology,Mangalore. |
| 7 | Attended ISTE workshop on “Akash for Education” by IIT Bombay on 10th & 11th November,2012. |
| 8 | Participated in “Cloud computing :Perceptives and Challenges” workshop organized by BITES,Bangalore on 8th Feb 2013 at Srinivas Institute of Technology,Mangalore. |
| 9 | Participated in a Two week ISTE Workshop on “database Management Systems” conducted by IIT Bombay from 21st to 31stMay 2013. |
| 10 | Participated in national level workshop “Advances in Database systems “ at NMAMIT nitte on 7th & 8 th June 2013. |
| 11 | Participated in “Research Trends in Information Technology at NITK,Surathkal on July 11th ,12th 2013. |
| 12 | Attended FDP “Mission 10X” conducted by Wipro Technologies at SIT mangalore from 27th February to March 1st 2014. |
| 13 | Participated in a Two week ISTE Workshop on 'Computer Programming' conducted by IIT Bombay May 20th to June 21st 2014. |
| 14 | Participated in a Two week ISTE Workshop on 'Computer Networking' conducted by IIT Bombay June 28th to July 5th 2014. |
| 15 | Participated in “Android Applications” workshop organized by BITES ,Bangaloreon 11th & 12th May 2015 at Srinivas Institute of Technology,Mangalore. |
| 16 | Attended first phase workshop on “counselling skills training for college teachers” on 19th,20th and 21st September 2016 at ROSHNI NILAYA Mangalore. |
| 17 | Delivered a technical talk on “Introduction to Image Enhancement Techniques” on 14th October 2016 at the Department of Aeronautical Engineering SIT, Mangalure.(Work shop -Introduction to Digital Image Processing using MATLAB on 14th and 15th October 2016) |
| 18 | Attended National level workshop FDP on “writing Research proposal” at SDM Institute of Technology, Ujire on 5th November 2016 |
| 19 | Participated in the workshop on “Research Methodologies & Latex” from 21st to 23rd September,2017 at VCET,Puttur. |
| 20 | Participated in GIAN course “Visual Object Recognition” conducted in the department of computer science ,Mangalore University ,15th – 19th January 2018. |
| 21 | Participated in Five day faculty development programme on Machine Learning at St.Joseph Engineering college from 23rd to 27th July 2018 |
| 22 | HAS PARTICIPATED IN 3 DAY FACULTY DEVELOPMENT PROGRAM ON INTRODUCTION TO PYTHON PROGRAMMING CONDUCTED BY ICT ACADEMY ON 30-07-2019 TO 01-08-2019 AT SRINIVAS UNIVERSITY |
| 23 | HAS PARTICIPATED IN 3 DAY FACULTY DEVELOPMENT PROGRAM ON INTRODUCTION TO R PROGRAMMING CONDUCTED BY ICT ACADEMY ON 03-09-2019 TO 05-09-2019 AT CANARA ENGINEERING COLLEGE |
| 24 | HAS PARTICIPATED IN 1 DAY FACULTY DEVELOPMENT PROGRAM ON HAS PARTICIPATED IN 1 DAY FACULTY DEVELOPMENT PROGRAM ON AWS-CLOUD MASTER CONDUCTED BY ICT ACADEMY ON 06-09-2019 TO 06-09-2019 AT SRINIVAS UNIVERSITY |
| 25 | “An Overview of Teaching Techniques in Scientific Foundations of Health” from Dec 20 to 24, 2021. |
| 26 | An Inculcating Universal Human Values in Technical Education '' from Sept 27th to Oct 1st 2021. |
| 27 | “An Overview of Teaching Techniques in Innovation and Design Thinking” from Dec 6th to 10th 2021. |
| 28 | “Artificial intelligence & machine Learning” from Sept.29th to 1st october 2021. |
Projects Guided
| 1 | B.E projects | 32 |
| 2 | M.Tech projects | 10 |
Membership in professional bodies
| 1 | ISTE |
Departmental Responsibilities
| 1 | PG coordinator |
| 2 | Placement coordinator |
| 3 | NAAC 3 Department coordinator |
| 4 | Class Coordinator |
Contact Details
| Email ID(Official) | padmanayana10@sitmng.ac.in |
