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    This post was last updated on       August 18th, 2025

Dr. Kavita V. Horadi


Designation: Associate Professor

Area of specialization: Document Image Processing

Date of Joining BNMIT: 03.10.2024

Nature of Association (Regular/Contractual/Adjunct): Regular

E-mail Id: kavita.bnmit3@gmail.com

No. of years of Experience: 14 years

Qualification:

Degree 

Institution Year of 

Passing 

% of marks 

obtained 

PhD 

SDM College of Engineering & Technology, Dharwad, VTU

2024 

M.Tech

SDM College of Engineering & Technology, Dharwad, VTU

2012 8.01
BE B.V.B College of Engineering and Technology, Hubli, VTU2009 

65%

Experience:

SI.NoDesignationInstitution/Organization/CompanyDuration
1Associate ProfessorB.N.M. Institute of Technology, BengaluruOct 2024 – Till Date
2Associate ProfessorGlobal Academy of Technology, BengaluruMarch 2024 – Sept 2024
3Assistant ProfessorGlobal Academy of Technology, BengaluruSept 2021 – Feb 2024
4Assistant ProfessorB.N.M. Institute of Technology, BengaluruJuly 2013 – Sept 2020
5Assistant ProfessorB.V. Bhoomaraddi College of Engineering &

Technology, Hubli

Oct 2012 – June 2013
6LecturerB.V. Bhoomaraddi College of Engineering &

Technology, Hubli

Aug 2010 – Sept 2012
7Teaching AssistantB.V. Bhoomaraddi College of Engineering &

Technology, Hubli

Sept 2009 – July 2010

Awards / Recognition:

  • Received Letter of Appreciation for “Good Academic Performance” having scored greater than 90% in self-appraisal at BNMIT for the year 2013-14.
  • Reviewer for the IEEE International Conference on “IITCEEE-3 Intelligent and Innovative Technologies in Computing, Electrical and Electronics” 2025, organized by Dept of EEE & ECE, BNMIT, Bangalore held on 16th and 17th Jan, 2025.

Nptel/Udemy Course:

  • Successfully completed NPTEL course on “DATA MINING” during April, 2019.
  • Successfully completed UDEMY course on “SQL-MYSQL for Data Analytics and Business Intelligence” on 3rd May, 2020.

MHRD Organized Programs:

  • Participated in AICTE recognized one week FDP on “Research Oriented Project Work”, organized by Curriculum Development Centre Department, NITTTR, Chandigarh & MHRD, Government of India, from 11th May – 15th May 2020.
  • Participated in AICTE recognized one week FDP on “Wellness and Stress Management during the Pandemic”, organized by Curriculum Development Centre Department, NITTTR, Chandigarh & MHRD, Government of India, from 27th April – 1st May 2020.
  • Participated in AICTE recognized one week FDP on “Big Data Analytics”, organized by Curriculum MHRD, Government of India, from 18th May – 22nd May 2020.
  • Participated in AICTE recognized one week FDP on “Outcome based Curriculum”, organized by Curriculum Development Centre Department, NITTTR, Chandigarh & MHRD, Government of India, from 25th May – 29th May 2020.
  • Participated in the “IIC Online Sessions” Conducted by Institution’s Innovation Council (IIC) of MHRD’s Innovation Cell, New Delhi to promote Innovation, IPR, Entrepreneurship and Start-ups among HEIs from 28th April to 22nd May, 2020.

Academic Positions and other Responsibilities (University Level):

  • Appointed as Deputy Chief Superintendent (External) at “Dayanand Sagar College of Engineering”, Bangalore, from 24-12-2018 to 17-01-2019 for the conduction of Dec/Jan 2018-2019 B.E. Examinations, VTU, Belgaum.
  • Appointed as Deputy Chief Superintendent (External) at “Dayanand Sagar College of Architecture”, Bangalore, from 26-12-2018 to 4-01-2019 for the conduction of Dec/Jan 2018-2019 B.E. Examinations, VTU, Belgaum.

Department Level Roles and Responsibilities Handled:

  • Organized a Technical Talk on “IT BEYOND PROGRAMMING” for students of 4th and 6th semester on 12th June, 2024 at Global Academy of Technology, Bangalore.
  • Organized a project exhibition for 8th semester students on “IOT and its Applications” along with the poster presentation on 13th APRIL, 2023, at Global Academy of Technology, Bangalore..
  • Organized an Industrial visit to “IISc. Bangalore” on 4th APRIL, 2023 for 3rd Sem ISE Students, at Global Academy of Technology, Bangalore.
  • Organized an Industrial visit to “ISRO, URSC Campus, Bangalore Division” on 12th Sept, 2022 for ISE Students at Global Academy of Technology, Bangalore.
  • Initiated and Organized two days’ Workshop on “Data Science and Analytics with R” in association with “KIGYAN School of Data Science”, Pvt. Ltd, Bangalore on 27th & 28th Feb, 2020 for CSE students at BNMIT, Bangalore.
  • Organized an Industrial visit to “CSIR-4PI, Bangalore”, on 16th October, 2019 at BNMIT, Bangalore.
  • Organized an Industrial visit to “IBM, Green Data Centre, Bangalore”, on 13th September, 2019 for CSE students, at BNMIT, Bangalore.
  • Organized an Industrial visit to “Tata Consultancy Services (TCS), Bangalore”, on 8th March, 2019 for CSE students, at BNMIT, Bangalore.
  • Involved in establishment of “Institution of Engineers (India)”, Student Chapter, in the Dept. of CSE., BNMIT, Bangalore, during 2018-2019.
  • Initiated “Institution of Engineers (India)” lifetime membership for Faculty Members in the Dept. of CSE., BNMIT, Bangalore during 2019-2020.

Professional Bodies Memberships:

  • Life Member of “The Indian Society for Technical Education (ISTE)” (No: LM 130370)
  • Life Member of “Institution of Engineers (India) – IEI” (No: M-1695058)

Expertise / list of Subjects handled:

  • Information Retrieval
  • Data Mining & Data Warehousing
  • Management & Entrepreneurship for IT Industry
  • Big Data Analytics
  • Internet of Things
  • Information & Network Security
  • Programming in C & Data Structures
  • Data Structures
  • Computer Organization
  • Object Oriented Modeling Design
  • Web Technologies
  • Programming in Java
  • C# and .NET Applications
  • Rich Internet Applications
  • Soft Skills and Relationships.

Research Interest:

Nil

Journal Publications :

  • Kavita V. Horadi, Dr. Jagadeesh D. Pujari, & Narasimha Prasad Bhat. (2022). “A Novel Approach for Content Equivalence Analysis In Compressed Document Images A Systematic Study”, Journal Of Theoretical And Applied Information Technology, 15th September 2022. Vol.100. No 17, ISSN: 1992-8645, E-ISSN: 1817-3195, 100(17), 5401–5417, https://doi.org/10.5281/zenodo.7085183, (Publisher – Little Lion Scientific Publisher), Indexed in Scopus. https://www.scopus.com/authid/detail.uri?authorId=56040036900
  • Kavita V. Horadi, Dr. Jagadeesh Pujari, & Narasimha Prasad Bhat. (2022). “Deep Learning Based Model For Table Detection Content And Layout Analysis In Compressed Document Images – A Comprehensive Approach”, Journal Of Theoretical And Applied Information Technology, 31st July 2022. Vol.100. No 14, ISSN: 1992-8645, E-ISSN: 1817-3195, 100(14), 5212–5222, https://doi.org/10.5281/zenodo.6983488, (Publisher – Little Lion Scientific Publisher), Indexed in Scopus.   https://www.scopus.com/authid/detail.uri?authorId=56040036900
  • Kavita V. Horadi, Pratheeksha R, Yasha Ravindra, Prema T.H, Pavithra Rani, “Approaches to Minimize Resource Utilization in Cloud Services”, International Research Journal of Engineering and Technology (IRJET), Volume: 05 Issue: 07, e-ISSN: 2395-0056, p-ISSN: 2395-0072, © 2018, IRJET, Impact Factor value: 7.211, ISO 9001:2008 Certified Journal, July 2018.

Conference:

  • V. Horadi, J. D. Pujari and N. P. Bhat, “Deep learning based Layout Equivalence Detection in Compressed Domain and analysis of different Document Image Dataset: A Systematic Study,” 24th -26th June, 2022 2nd International Conference on Intelligent Technologies (CONIT), 2022, pp. 1-7, Doi: 10.1109/CONIT55038.2022.9847752. (Publisher – Scopus Indexed IEEE Xplorer).
  • Kavita V. Horadi, “Document Image Analysis in Compressed Domain – Limitations, Applications & Challenges”, 4th International Conference on Electronics, Communication and Areospace Technology (ICECA-2020) organized by RVS Technical Campus, Coimbatore, India on 5-7th November, 2020, IEEE Xplore ISBN: 978-1-7281-6387-1/20/$31.00 ©2020 IEEE, https://ieeexplore.ieee.org/abstract/document/9297593.
  • Kavita V. Horadi, Kshithij R K, Shravya S. M, Harshith R M., “Rice Grain Quality Determination using Probablistic Neural Networks”, 2nd International Conference on Sustainable Communication Networks and Application (ICSCN 2020), organized on 6th & 7th August, 2020 by Surya Engineering College, Erode, India in association with Springer.
  • Kavita V. Horadi, Ramya P, Mathangi S, Utkarshini, “Prediction Analysis and Relief Measure Reports for Disaster Crisis Management using Regression, Artificial Neural Network”, Proceedings of Third International Conference on Emerging Trends in Science & Technologies for Engineering Systems ICETSTES – 2020 -19th July 2020 in association with Institute of Scholars (InSc)
  • Kavita V. Horadi, Priyanka K, Manikanth K, “Deep Learning Model for Identification for Identification of people with or without mask during pandemic”, Proceedings of Third International Conference on Emerging Trends in Science & Technologies for Engineering Systems ICETSTES – 2020 -19th July 2020 in association with Institute of Scholars (InSc).
  • Kavita V. Horadi, Dr. Sahana D. Gowda, “Compressed Document Image Analysis and its Applications”, Proceedings of International Conference on Future Engineering (ICFE-2020), ISBN: 978-93-5407-564-3, held virtually at Ayodhya India on 26th – 27th, June, 2020.
  • Kavita V. Horadi, Dr. Sahana D. Gowda, “Analysis of Compression Techniques on various components of Document Images leading to Compressed Document Images”, Proceedings of International Conference on Future Engineering (ICFE-2020), ISBN: 978-93-5407-564-3, held virtually at Ayodhya India on 26th – 27th, June, 2020.
  • Kavita V. Horadi, Shrinivas D Desai, Navaneet P., Niriksha B., Siddeshvar V. “User Intervention Based Detection & Removal of Cracks from Digitized Paintings”, 2014 Fifth International Conference on Signals and Image Processing, 978-0-7695-5100-5/13 $31.00 © 2013 IEEE, DOI 10.1109/ICSIP.2014.7, CPS, at BNMIT, Bengaluru, India from 8th to 10th January,
  • Kavita V. Horadi, Shrinivas D Desai, Navaneet P., Niriksha B., Siddeshvar V. “Detection & Removal of Cracks from Digitized Paintings and Images by User Intervention”, 2013 Second International Conference on Advanced Computing, Networking and Security, 978-0-7695-5127- 2/13 $31.00 © 2013 IEEE , DOI 10.1109/ADCONS.2013.14, IEEE Computer Society, at NITK, Suratkal, India from 15th-17th Dec, 2013.

Patents:

  • Filed a Patent – “Trespassers Detection System for Agriculture Fields using Artificial Intelligence and Methods Thereof” – Filed Date: 30-10-2020, Published in 2020, Patent No- 202041047576, Publication No-45/2020
  •  Filed a Patent – “Big Data Model With Lower Cost And Efficient Security Constraints For New Generation Medical Systems” –Filed Date: 2-10-2021, Published in 2021, Patent No – 202141044793, Publication No- 42/2021.

Book Chapters:  

  • Nil

Participation in Training courses/Seminars/Workshops :

  • Undergone training on “MATLAB Fundamentals”, conducted by MathWorks Training Services, India on 17th August, 2020.
  • Undergone training on “Deep Learning with MATLAB”, conducted by MathWorks Training Services, India on 18th – 19th August, 2020.
  • Undergone training on “Machine Learning with MATLAB”, conducted by MathWorks Training Services, India on 20th August, 2020.
  • Participated in Faculty Enablement Program on Python Programming through INFYTQ Platform”, conducted in virtual mode by Infosys Limited with “A+” Grade from 6th – 13th July, 2020.

Faculty Development Programs:

  • 5 Days FDP on “Augmented Reality and Virtual Reality”, organized by Dept. of ISE, BNMIT, Bangalore from 27th to 31st January, 2025.
  • 6 Days FDP on “Deep Learning and GenAI Applications”, organized by Dept. of CSE, BNMIT, Bangalore from 20th to 25th January, 2025.
  • 6 Days FDP on “Design Thinking for Product Development”, organized by Dept. of Electrical and Electronics Engineering, Vidyavardhaka College of Engineering, Mysuru from 15th – 20th April, 2024.
  • 6 Days FDP on “Deep Learning for Natural Language Processing”, organized by GAT, Bangalore from 25th Sept – 30th Sept, 2023.
  • 5 Days FDP on “Computational Models for Machine Learning with Hands on using MATLAB”, organized by GAT, Bangalore from 27th Sept, 2021 to 1st Oct, 2021.
  • 5 Days FDP on “Feature Engineering in Data Science and Deep Learning Models”, organized by GAT, Bangalore from 25th August-29th August, 2021.
  • 5 Days FDP on “Computational Models for Machine Learning with Hands on using MATLAB”, organized by GAT, Bangalore from 27th Sept, 2021 to 1st Oct, 2021.
  • 2 Days online FDP on IoT and Cyber Security- an Industry Perspective”, organized by Cambridge Institute of Technology, Bengaluru from 22nd – 23rd May 2020.
  • Faculty Development Programme on “Transcending Mentoring Skills” organized by BNMIT, Bengaluru from 16th to 18th Jan, 2020.
  • Faculty Development Programme on “Transcending Language Skills” organized by BNMIT, Bengaluru from 15th to 25th July, 2019.
  • IEEE Signal Processing Society meeting & 2nd Summer School on “Advances in Deep Architectures for Signal, Image and Vision Applications” organized by Computer Vision & Biometrics Lab, IIIT, Allahabad from June 24th – June 30th, 2019.
  • Five days Faculty Development Programme on “Biomedical Signal Processing” organized by Dept. of CSE, BNMIT, Bengaluru, India from 11th -15th June,
  • Infosys Campus Connect, Faculty Enabled Program on “Foundation Program 4.0” at BVB College of Engineering & Technology, Hubli, India from 20th – 25th July,
  • Five days Faculty Development Programme on “Research Trends in Image Processing and Hands-On using MATLAB (RTIP)” at Don Bosco Institute of Technology (DBIT), Bengaluru, India from 20th – 24th January,
  • Five days Faculty Development Programme on “Image processing and its applications” at MGIT, Gandipet, Hyderabad, India from 15th – 19th December,
  • Two days Faculty Development Programme on “Programming in C and Data Structures” at RNSIT, Bengaluru, India from 24th – 25th July,

Participation in Seminars/Webinars/Workshops:

  • 4 Days Live Webinar on “Research Methodology and Data Analysis” organized by Karnataka Science and Technology Academy (KSTA) in association with VTU, Belgaum from 17th to 20th June, 2020.
  • 5 Days Virtual Webinar Series on “Research Frontiers in Intelligent Computing” organized by Dept. of CSE, BNMIT from 25th June – 3rd July, 2020.
  • Webinar on “Kick start your Research work” organized by School of Computer Science and Engineering, JGI, Bangalore on 30th May, 2020.
  • International Webinar on “Effect on Cloud and NoSQL over Database Management System” organized by Dept of CSE in association with ACM-W student chapter, Poornima College of Engineering on 6th June, 2020.
  • International Webinar on “Enhancing the Upbringing of Learning in Technical Education with Digital Platform for Conducive Outcome” organized by Government Polytechnic College, Jhalawar on 24th May, 2020.
  • Webinar on “Deep Learning Models and Applications”, organized by Basaveshwar Veerashaiva Vidyavardhaka Sangha, Bagalkot, on 29th May, 2020
  • Webinar on “Patent Filing and Prosecution”, organized by KPRIET, Coimbatore on 23rd May, 2020.
  • Webinar on IoT Stack – End to End Security Considerations”, organized by Cambridge Institute of Technology, Bengaluru on 26th May 2020.
  • Attended Pre-Conference Tutorial on “Cognitive Computing and Information Processing” at JSSATE, Bengaluru, India on 14th December,
  • Attended International Conference on “Cognitive Computing and Information Processing” CCIP 2017 at JSSATE, Bengaluru, India from 15th – 16th December,
  • Two day’s workshop on “Pattern Classification- A Practitioner’s Approach” at Central University Kerala, Kasaragod, Kerala, India from 5th – 6th November, 2014
  • “Springer Author Workshop” organized jointly by VTU, Belgaum and Springer at Central College Campus, Bengaluru, India on 13th February,
  • Four days’ workshop on “Cyber Forensics and Information Security” at PESIT, Bengaluru, India from 1st – 4th April,
  • Two days’ workshop on “Cloud Computing and Web Mining” at Sir. MVIT, Bengaluru, India from 29th -30th March,
  • Attended National Conference on “Computer Vision, Pattern Recognition, Image Processing and Graphics” at BVBCET, Hubli, India from 15th – 17th December,

Hobbies:

  1. Yogasana
  2. Music
  3. Gardening.