Dr. Deepu R

  • Teaching


  • Ph.D in Computer Science, University of Mysore, 2016

  • M.Tech in Computer Networks Engineering, NIE Mysore affiliated to VTU Belagavi, 2007

  • B.E in Computer Science & Engineering, SJCE Mysore affiliated to University of Mysore, 1999


  • Professor in Computer Science & Engineering, Head for Computer Science & Design, Carrier Guidance & Placement Departments, ATME College of Engineering,Mysore, 2021 - 2023

  • Professor in Computer Science & Engineering, Head for Computer Science & Engineering, Maharaja Institute of Technology Mysore, 2008 - 2021

  • Senior Lecturer, Auden Technology and Management Academy (ATMA), Kanakapura Road, Bangalore., 2007 - 2008

  • Senior Lecturer in CSE Department, New Horizon College of Engineering, Bangalore, 2005 - 2007

  • Lecturer & Head for CSE and ISE, Vidya Vikas Educational Trust Polytechnic, 2001 - 2005

  • Project Consultant, Zap Infotech, 2000 - 2001

  • Lecturer, Vidya Vikas Institute of Engineering & Technology, Mysore, 1999 - 2000

Additional Information

  • Online Course "Introduction to Mathematical Thinking" from Stanford University.

  • Online Course "Introduction to Virtual Reality" from University of London.

  • Online Course "Data Science Ethics" from University of Michigan

  • Online Course "Programming for Everybody (Getting Started with Python)" from University of Michigan

  • Online Course "Computer Vision Basics" from University at Buffalo and The State University of New York

  • Online Course "Entrepreneurship" from The Chinese University of Hong Kong.

  • Online Course "Six Sigma Principles" from University System of Georgia, Kennesaw State University

  • Online Course "The Data Scientist’s Toolbox" from Johns Hopkins University.

  • Online Course "Machine Learning Foundations: A Case Study Approach" from University of Washington

  • Online Course "Introduction to Artificial Intelligence (AI)" from IBM.

  • Online Course "The Bits and Bytes of Computer Networking" from Google.

  • Online Course "Crash Course on Python" from Google.

  • Online Course "Strategic Planning" from HP

  • Online Course "Google Cloud Platform Fundamentals: Core Infrastructure" from Google Cloud

  • Online Course "AWS Fundamentals: Going Cloud Native" from Amazon Web Services

  • Online Course "Business Communications" from HP.

  • Online Course "AI For Everyone" from DeepLearning.AI

  • Online Course "Introduction to Intel® Distribution of OpenVINOTM toolkit for Computer Vision Applications" from Intel.

  • Completed AICTE-ATAL FDP on “Computer Vision and Pattern Recognition: Challenges and Opportunities” at SJCE, Mysore during 21st -25th September 2020.

  • Completed one week RDP on “Problem Formulation, Publication, Proposal & Thesis Writing” Organized by Alva’s Institute of Engineering and Technology, Moodbidri in association with IIIT-Alahabad & CSI during 7th Feb 2022 to 12th Feb 2022

  • Completed Five Days FDP on “Machine Learning and Data Science” during 31st August - 4th September 2020 organized by Vishwanathrao Deshpande Institute of Technology, Haliyal in association with IEEE Bangalore Section.

  • Completed One Week National Level FDP on “Machine Learning and Data Analytics using MATLAB” during 17th - 22nd August, 2020 organized by JNNCE,Shivamogga in association with IETE.

  • Completed one week AICTE Sponsored STTP on “Machine Learning with Python in Data Science-Applications and Research Perspectives” organized by SRMIT,Tamilnad during 24th - 29th August 2020.

  • Completed Two Days Workshop on “Introduction to BlockChain” organized by Army Institute of Technology, Pune in association with Cray Solutions and CSI during 30th -31st July 2020.

  • Completed One Week FDP on “Research Proposal Writing and Opportunities in the field of Science,Engineering and Management” during 6th - 11th July, 2020 organized by Bangalore Institute of Technology ,Bangalore.

  • Completed two weeks FDP on “Python” during 22nd June - 4th July, 2020 organized by JSSATE, Noida in association with IIT Bombay under MHRD scheme ICT.

  • Completed One week FDP on “Entrepreneurship, Incubation and Innovation” organised by Ramanujan College, University of Delhi in association with MHRD, Pandit Madan Mohan Malaviya National Mission on Teachers and Teaching during 23rd to 29th , June 2020.

  • Participated in One Week TEQIP-3 online FDP on “Basic Computer Vision with Python” organized by NIE Mysore during 16th to 20th June 2020.

  • Participated in Three Days FDP on “Image Processing, Segmentation and Neural Network, Health Awareness, Design Thinking for Innovation” organized by Matoshri Pratishthan Group of Institutions School of Engineering, Maharastra during 13th to 15th June 2020.

  • Participated in Five Days Webinar on “Industry 4.0” organized by Nagarjuna College of Engineering and Technology, Bangalore in association with NCET, IIC, MHRD during 8th to 12th June 2020.

  • Completed AICTE-ATAL FDP on “Artificial Intelligence” at Central University of Kerala during 3rd -7th June 2020.

  • Participated in 5 Days Skill Enhancement Program for Mentors, Teachers and Counselors on “Helping our students get through college” between 21st and 25th January 2019 at Global Academy of Technology, Bangalore in association with VTU and NIMHANS, Bangalore.

  • Participated at 2 Days FDP on "Internet of Things" at RVCE-CISCO, Bangalore during 7th & 8th September 2018.

  • Participated in workshop on "Medical Imaging" at IIT Kharagpur during 2nd to 8th January 2011.

  • Participated in 3 days “National workshop on Image Processing & Computer Vision 2010” at Dayananda Sagar College of Engineering, Bangalore from 2nd to 4th June, 2010.

  • AICTE Vidwan-ID : 253741

  • ORCID ID : 0000-0002-8856-0496

  • Google Scholar ID : pQZw-TMAAAAJ

  • Scopus ID : 56087792900

  • Microsoft Researcher ID : 2633047944


  • Recipient of Proud Indian Award 2022 by Durga Foundation, Karnataka on account of 75th Indian Independence Celebrations Azadi Ka Amrith Mahotsav.

  • Recipient of International Education Award 2020 by Time Cybermedia in December 2020.

  • Recipient of Research Excellence Award 2020 by Institute of Scholar in December 2020.

  • Recipient of “Adarsh Vidya Saraswathi Rashtriya Puraskar” (National Award of Excellence 2018) from Global Management Council, Ahmedabad.

  • Recipient of “Bharat Vikas Award” (National Award of Excellence 2018) from INSTITUTE OF SELF RELIANCE, Bhubaneswar, Odisha.

  • Recipient of “Emerging Leader 2019” award by Venus International, Chennai.

  • Elected Committee Member at Institution of Engineers (India) from Computer Engineering Mysore Division for 2018-2023. Also, serving as Hon. Joint Secretary during 2021-2023.

  • Selected to ISRLeaders Club as Life Member.

  • Session Chair for IEEE International Conference on Innovations in Engineering, Technology and Sciences (ICIETS 2018) at NIEIT, Mysore during 20th -21st September 2018.

  • Session Chair for 3rd International Conference in Electronics, Computer Science & Technology ICERECT 2018, PESCE, Mandya on 23rd August 2018.

  • Organizing Secretary for International Conference on Cognition and Recognition ICCR-2016 held on 30th , 31st December 2016 at MIT Mysore.

  • Reviewer in Worldwide Journal of Research.

  • Chairman of ACM Mysuru Professional Chapter on 2020.

  • BOE member of Composite Computer Science & Information Science Engineering Board, VTU Balgaum for the year 2020-2021.

  • BOS member of Computer Science & Engineering-Cyber Security Program in University of Mysore during for 2021-2023.

  • Senior Member – IEEE

  • Local Inspection Committee (LIC) Member, VTU Belagavi.

  • Five (05) Indian patents Published. 1) AI BASED CROP YIELD PREDICTION WITH EFFICIENT USE OF FERTILIZERS USING IOT, Application Number-202141007297,Published Date 26-08-2022.


  • 3) AUTOMATED DRIVING ASSISTANCE SYSTEM. Application Number - 202141019449, Published Date 04-11-2022.

  • 4) SYSTEM AND METHOD FOR GRAPHOLOGY BASED-ASSESSMENT OF PERSONALITY TRAITS. Application Number – 202241063039, Published Date – 18-11-2022.

  • 5) SYSTEM AND METHOD FOR PADDY LEAF DISEASE DETECTION AND CURE RECOMMENDATION, Application Number – 202241061528, Published Date – 18-11-2022.

  • Chairman of The Institution of Engineers(India) for Mysore Local Centre for the term 2023-2025. National Council Member of The Institution of Engineers(India) for the term 2023-2025.


  • C

  • C++

  • Java

  • Python

  • Data Structures

  • Analysis & Design of Algorithms

  • Data Communication & Networks

  • Web Technology

  • Digital Image Processing


  • Teaching UG, PG Students

  • Guiding Ph.D Scholars for their Research

  • Project Guidance to UG/PG Students

  • Mentoring Students and Staffs

  • Research

  • Association of Professional Bodies such as IEEE, IEI,CSI,ACM,ISTE etc

Research Interest

  • Digital Image Processing & Computer Vision

  • Machine Learning

  • Graphology

  • 3D Reconstruction from Single Camera

  • Robot Path Planning

  • Virtual Reality

Research Projects

  • My research Project titled “Single Camera 3D View Generation for Robot Path Planning” received 10 Lakhs fund from VTU Belagavi-Research Grants Scheme

  • My Project titled “A Hybrid Approach for Detecting Suspicious Accounts in Money Laundering Using Data Mining Technique” (41S_BE_2655), was funded by Karnataka State Council for Science and Technology (KSCST)

  • AICTE funded 1 Lakh under Scheme for Promoting Interests, Creativity and Ethics among Students (SPICES) under my Coordination

Research Guidance

  • Personality Analysis Through Graphotherapy :: Ms.Lakshmi Durga :: Asst.Prof in CSE, ATMECE,Mysore :: Thesis Submitted

  • Detection and Classification of Vehicles in Traffic Videos :: Ms.Shobha B S :: Senior Trainer, Infosys, Mysore :: Thesis Submitted

  • Machine Learning for 3D Reconstruction with Single Camera :: Ms.Shruthiba A :: Asst. Prof in CSE, BIT Bangalore

  • Deep Learning For Emotion Recognition in Adolescence by Speech Processing :: Ms. Sushma Koushik N :: Trainer, Infosys, Mysore

  • 3D Reconstruction for Optimal Representation of Surroundings in Car Environment :: Mr. Chethana C :: Asst. Prof in CSE, PES, Mandya

  • Prediction of CardioVascularDiseases through Retinal image using Machine Learning :: Ms. Divya H N :: Senior Engineer, Proxelera,Mysore

  • Banana Plant Disease Detection Using Machine Learning :: Ms. Sindhu A S :: Asst. Prof in ISE, SJCE, Mysore


  • "A CNN Approach To Detect Vanishing Point By Considering Street Lane", IEEE International Conference on Computation System and Information Technology for Sustainable Solutions (CSITSS)-2021,ISSN:978-1-6654-0610-9 DOI:10.1109/CSITSS54238.2021.968318

  • “Deep Learning Assisted Active Net Segmentation of Vehicles for Smart Traffic Management” at International Conference on Computing System and its Applications ICCSA-2021 at Acharya Institute of Technology on 16th July 2021. The paper won best paper award.

  • “A Review on Video Based Vehicle Detection, Recognition and Tracking”, at 3rd IEEE International Conference on Computational Systems and Information Technology for Sustainable Solutions 2018, ISBN: 978-1-5386- 6078-2, pp183-186.

  • Automatic Generation of Second Image from an Image for Stereovision, IEEE International conference on Advances in Computing, Communications and Informatics (ICACCI-2014), ISBN: 978-1-4799-3080-7, pp920-927.

  • “A Comparative analysis of the segmentation and classification of Pneumonia from chest x-rays images” at International Conference on Computing System and its Applications ICCSA-2021 at Acharya Institute of Technology on 16th July 2021. The paper won best paper award.

  • “Analysing Mental Health Evaluation Techniques from a Statistical Perspective”, at Proceedings of the 3rd International Conference on Integrated Intelligent Computing Communication & Security (ICIIC 2021), Atlantis Highlights in Computer Sciences, ISBN 978-94-6239-428-5.

  • “Ensemble Deep Learning to Classify Specific Types of ‘t’ and ‘i’ patterns in Graphology” at International Conference on Computing System and its Applications ICCSA-2021 at Acharya Institute of Technology on 16th July 2021.

  • "Handwriting Analysis Through Graphology: A Review”, IEEE International Conference on Advances in Computing, Communications and Informatics (ICACCI)-2018, held on 19-22 September, 2018 at PESIT Bangalore, Electronic ISBN: 978-1-5386-5314-2 , Print on Demand(PoD) ISBN: 978-1-5386-5315-9 .

  • "A Mathematical Model for the Determination of Distance of an Object in a 2D Image, 17th International Conference on Image Processing, Computer Vision & Pattern Recognition (IPCV’13) , World Congress in Computer Science, Computer Engineering, and Applied Computing during July 22-25, 2013, Las Vegas, USA.


  • “Path Generation for Robot Navigation using a Single Camera”, Elsevier Procedia Computer Science 46, DOI: 10.1016/j.procs.2015.02.061,pp1425 – 1432, 2015.

  • “Relationship Between View Angle and Distance Between Parallel Edges with Vanishing Point in 2D Images”, Emerging Research in Electronics, Computer Science and Technology, Lecture Notes in Electrical Engineering 248, DOI: 10.1007/978-81-322-1157-0_67, pp647 – 656 @ Springer India 2014.

  • “Traffic Adaptive Deep Learning based Fine Grained Vehicle Categorization in Cluttered Traffic Videos”, (IJACSA) International Journal of Advanced Computer Science and Applications, Vol. 12, No. 9, 2021.

  • “A Self Adaptive Cognitive Deep Learning Framework for Classifying Graphology Features to Big Five Personality Traits”, International Journal of Advanced and Engineering Exploration, Vol 9 (93), 2022, ISSN : 2394-7454. Page No.:1151- 1167.

  • “Hybrid Deep Learning Signature based Correlation Filter for Vehicle Tracking in Presence of Clutters and Occlusion”, International Journal of Advanced Computer Science and Applications, Vol. 13, No. 10, 2022. Page No. : 961:969.

  • "Mathematical model for 3D object reconstruction using OccNet (CNN)",Journal of Interdisciplinary Mathematics-Taylor & Francis Group Journal,ISSN: 0972-0502 (Print), ISSN: 2169-012X (Online), Vol. 25 (2022), No. 7, pp. 1961–1970 DOI : 10.1080/09720502.2022.2148360,

  • "Real time 3D object reconstruction using Multi-View Stereo (MVS) Networks", Eur. Chem. Bull. 2023,12(10),Volume -12, issue-10,ISSN 2063-5346, doi: 10.48047/ecb/2023.12.10.174

  • “A Survey on Depth Estimation for 3D Reconstruction of Images”, InSc Second International Conference on Topical Transcends in Science, Technology and Management ICTTSTM– 2020, SSRN Jounal: 3668114, Institute of Scholars (InSc),p1246-1254.

  • “Robotic Path Planning for Multiple Goals in Dynamic Environment”, International Research Journal of Engineering and Technology (IRJET), Volume 05, Issue 04, Apr 2018.

  • “Accurate Angular Motion and Acceleration Detection for an in Motion Object Based on Triple Axis Deviation Correction”, International Research Journal of Engineering and Technology (IRJET), Volume 05, Issue 04, Apr 2018.

  • “Automating the Human Resource System-A modular ICSA approach to Human Recruitment via Dynamic Emotional Evaluation”, International Research Journal of Engineering and Technology (IRJET), Volume 05,Issue 04, Apr 2018

  • “Model Demising Using Neural Network”, International Journal for Research in Applied Science & Engineering Technology, Volume 5,Issue 12, December 2017.

  • “Hybrid Model for Image Classification and Analysis of Best Enhancement Technique”, International Journal of Engineering Research in Computer Science and Engineering (IJERCSE), Vol 4, Issue 8, August 2017.

  • “Comparison of Regression with Neural Network Model for the Variation of Vanishing Point with View angle in Depth Estimation with varying brightness”, International Journal of Advanced Trends in Computer Science and Engineering, Vol.2 , No.1, pp171-177 , 2013.

  • “Path Generation for Robot Navigation Using a Single Ceiling Mounted Camera”, International Journal of Scientific Engineering and Applied Sciences, Vol 2, Issue 1, ISSN : 2395-3470, pp325-330, January 2016.

  • “3D Reconstruction From Single 2D Image”, International Journal of Latest Research in Engineering & Technology, ISSN: 2454 – 5031, Volume 2, Issue 1, January 2016.

  • “Stereo Matching Algorithm for 3D Reconstruction from 2D Images”, International Journal For Technological Research In Engineering, Volume 1, Issue 9, May-2014 ISSN : 2347 – 4718, p878-881

  • “Generation of Images from Monocular Image for Stereovision”, International Journal For Technological Research In Engineering, Volume 1, Issue 11,July2014 ISSN : 2347 – 4718, p1295-1299

  • “3D Model Reconstruction Using Multiple Planes from Single 2D Image”, International Journal For Technological Research In Engineering, Volume 1, Issue 11, July-2014 ISSN : 2347 – 4718, p1279:1284

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