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mamathahr@pes.edu
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Dr. Mamatha H R

Professor
Bio
Teaching
Responsibilities
Research
Publications

Dr.Mamatha H R received her B E degree in Computer Science and Engineering from the Kuvempu University in 1998 and the M.Tech degree in Computer Networks and Engineering from the Visvesvaraya Technological University in 2006. She obtained her Doctoral Degree from Visvesvaraya Technological University. She has total 23+ years of teaching experience. Her current research interests include Natural Language Processing, Data Analytics ,Pattern Recognition and Image Processing. She has published 90+ international papers. She is a life member of Indian Society for Technical Education, MIR Labs and IACSIT. She is a reviewer for various international conferences and journals. She has mentored students for various competitions at international level including the Windows Embedded Students Challenge Competition-2006 held at Microsoft Campus, Redmond, Seattle, USA. and 2021 VizWiz Grand Challenge Workshop, The University of Texas at Austin Currently she is working as a Professor in the Department of Computer Science and Engineering, P E S University.

Education

  • B.E, Bapuji Institute of Engineering and Technology,Kuvempu University 1997
  • M.Tech, B.M.S.College of Engineering,Visvesvaraya Technological University 2005
  • Ph.D, Visvesvaraya Technological University 2014

Experience

  • Lecturer, JSS Academy of Technical Education, 26.07.2001 -18.02.2006
  • Lecturer, Bapuji Institute of Engineering & Technology (BIET),, 20.04.1998-22.02.1999
  • Assistant Professor, Department of ISE, PES Institute of Technology, 20.02.2006-30.11.2011
  • Lecturer, KS Institute of Technology, 09.04.2001-25.07.2001
  • Associate Professor, Department of ISE, PES Institute of Technology, 01.12.2011-30.04.2015
  • Professor, Department of ISE, PES Institute of Technology, 01.05.2015 -31.03.2017
  • Professor, Department of CSE, PES University, 01.04.2017-Till date
  • Lecturer, UBDTCE, 01.03.1999- 31.01.2001

Additional Information

  • Mentored a project team (one among the top 30 teams across the world and top 3 in India) in the Windows Embedded Students Challenge Competition at Microsoft Campus, Redmond, Seattle, USA
  • Chair person, HP-PESIT Relations
  • Delegate at Deloitte Bridge program- Aligning Academia with Industry Analytics, Hyderabad
  • Mentored a team (Secured 3rd place )in 2021 VizWiz Grand Challenge Workshop, The University of Texas at Austin, USA
  • Mentor-Campus Connect Program-GE HealthCare DT

Achivements

  • Excellent and consistent publication record, with 75+ international papers in peer reviewed conferences and journals with 253 citations ,h-index of 9 and i10-index of 7.
  • One among the judges of Windows Embedded Students Challenge Competition-2005 held at Microsoft Campus, Redmond, Seattle, USA
  • Received a Travel Grant of Rs.25,000 from VTU towards paper presentation in an International conference conducted in Kathmandu, Nepal.
  • Received a Travel Grant of Rs.50,000 from PESIT towards paper presentation in an International conference conducted in Xiamen, China.
  • Received a Research Grant of 6.78 lakhs from PES University towards building of Kannada Search Engine
  • Mentored a team (Secured 3rd place )in 2021 VizWiz Grand Challenge Workshop, The University of Texas at Austin, USA
  • For UG: Natural Language Processing, Machine Learning, Introduction to Computing Using Python, Problem Solving using C, Data communication, Data processing and file structures, Programming in COBOL, Programming in PASCAL, Computer fundamentals-FORTRAN and BASIC, Computer system design and architecture, Distributed Computing, Computer Networks, Microprocessors, Advanced Computer Architecture, Software Engineering, Cryptography and network security, Logic design, Computer Concepts and C programming, Database Management Systems, Distributed Systems, Computer Networks-I, Computer Networks-II, Introduction to computer programming-Java, Introduction to computing Technologies, Software Testing, System Performance Engineering, System Software, Advanced Computer Architecture
  • For PG: Deep Learning Theory and Practices, Computer Systems and Performance Analysis, Advanced DBMS, Multimedia Communications, Software Testing, Database Security, Software Engineering, Database Management Systems
  • Laboratory: COBOL lab, Computer Basic Skills lab, Microprocessor lab, Computer Graphics lab, Network programming lab, Microprocessor lab, DBMS lab, C programming lab, System Performance and Engineering lab, Java programming lab, Computer Technologies lab, System Software lab, Data Warehousing and Data Mining Lab
  • Professor and assisting department in various Administrative activities
  • Board of Studies member
  • Doctoral Committee Member for VTU and PESU
  • Research Supervisor in VTU and PES University(Guiding 4 students)
  • Faculty Advisor mentoring
  • Chair person, HP-PESIT Relations.
  • College Co-ordinator for ISTE
  • Coordinator for Linux Campus club activity of IBM
  • Member of the college audit committee
  • Organized "Kriti-The Hobby Project Competition" at PESIT, Bangalore
  • Organizing committee member of "Prakalpa-2009" a Project Competition held at PESIT, Bangalore
  • Organizing committee member for ICMCBIR and ICEMC2 and various workshops, conferences, community development programmes and competitions.
  • Co-ordinating various administrative activities like NBA, NAAC, TEQIP, Process,Autonomous, Time-Table, Test, Project ,Research , Examination, Student Academic Support Programme ,web updation and Pre-placement training activity
  • Member of the various committees like Board of Studies, Audit, Anti-Ragging And Disciplinary, Girls Hostel Grievance
  • Board of Studies member for Department of Information Science & Engineering ,RVCE and Department of Computer Science & Engineering ,Nagarjuna college of Engineering and Technology, Bangalore
  • Technical Programme Committee member and Session-Chair for various International conferences.
  • Co-chair, Center for Research in Healthcare
  • Doctoral committee member of Global Academy of Technology and Oxford College of Engineering, Bangalore
  • Organizing Co-Chair of MMLA 2019
  • Program committee member of ACM International Symposium,Compute 2018,Chitkara University,Punjab
  • Coordination of Recruitment Process

Research Interest

  • Computer Vision
  • Pattern Recognition and Image Processing
  • Natural Language Processing
  • Working on Low resource languages like Kannada
  • Deep Learning
  • Speech and Video Processing
  • Data Analytics

Research Projects (Current)

  • Isolated Handwritten Kannada Character recognition
  • Document Analysis of Handwritten Documents
  • Microarray gene Analysis for Cancer Detection
  • Fingerprint Recognition
  • Nature Inspired Computing
  • Medical Imaging(Diabetic retinopathy and Covid 19)
  • Speech Emotion recognition
  • Dialect recognition
  • Visual Question Answering for visually impaired

Research Guidance

  • Guided and guiding several academic and research projects, many of them leading to research publications.
  • Research Supervisor in VTU and PES University(Guiding 4 students)

Conferences

  • Mamatha H.R , Srikanta Murthy K, Sudan S ,Vinay G Raj , Sumukh S Jois, Fan "Beam Projection Based Features to Recognize Handwritten Kannada Numerals", 2011 International Conference on Software and Computer Applications, IPCSIT vol.9 (2011), (2011) IACSIT Press, Singapore
  • H.R Mamatha., K Srikanta Murthy, K S Amrutha, P Anusha and R Azeemunisa, Artificial Immune System based Recognition of Handwritten Kannada Numerals , ICIIP,2011 International Conference on Intelligent Information Processing Xiamen, China, July 8-10, 2011
  • H R Mamatha, K Srikanta Murthy, A V Veeksha, S Vokuda Priyanka and M Lakshmi, Recognition of Hand written Kannada numerals using K-Medoids, ICIVC ,2011 International Conference on Image and Vision Computing, Xiamen, China, July 8-10, 2011
  • Mamatha, H.R. Murthy, K. Srikanta Veeksha, A.V. Vokuda, Priyanka S. Lakshmi, M , Recognition of Handwritten Kannada Numerals Using Directional Features and K-Means, IEEE International Conference on Computational Intelligence and Communication Networks (CICN), 2011,pp 644 : 647.
  • H.R. Mamatha, K. Srikanta Murthy, Priya Vishwanath, T.S. Savitha, A.S. Sahana and S. Suma Shankari,Evaluation of Similarity Measures for Recognition of Handwritten Kannada Numerals ,2011 International Conference on Computer Science and Intelligent Systems, CSIS "11,October 21st& 22nd, 2011
  • S. Karthik, H.R. Mamatha and K. Srikanta Murthy,Kannada Characters Recognition - A Novel Approach Using Image Zoning and Run Length Count, 2011 International Conference on Computer Science and Intelligent Systems, CSIS '11,October 21st& 22nd, 2011.
  • Karthik S, Mamatha H R , Srikanta Murthy K, "A DFT Based Algorithmic Approach To Recognize The Handwritten Kannada Numerals", CSI sponsored National Conference on Emerging Trends in Information and Communication technologies, Hyderabad, 3 and 4 February, 2012
  • Mamatha H R , Karthik S, Srikanta Murthy K, "Feature Based Recognition of Handwritten Kannada Numerals " A Comparative Study", IEEE sponsored International Conference on Computing, Communications and Applications, 22 - 24 February, 2012,pp 1-6.
  • Mamatha H R , Karthik S, Srikanta Murthy K, "Classifier Fusion Method to Recognize Handwritten Kannada Numerals", IEEE sponsored 4th International Conference on Electronics Computer Technology, April 6 - 8, 2012,pp 640-644.
  • Mamatha H R., Sucharitha S. and Srikanta Murthy K," Handwritten Kannada Numeral Recognition based on the Curvelets and Standard Deviation", IEEE sponsored 4th International Conference on Electronics Computer Technology, April 6 - 8, 2012, 185-189
  • Mamatha H R., Sucharitha Srirangaprasad and Srikanta Murthy K, "An approach based on Feature Fusion for the Recognition of Isolated Handwritten Kannada Numerals ", IEEE conference ICCPCT"14, International Conference on Circuits, Power and Computing Technologies presented, Kumaracoil, March 2014,pp 1496: 1502
  • Gowthami T and Mamatha H R," Fingerprint Recognition Using Zone Based Local Binary Patterns ", Second International Symposium on Computer Vision and the Internet (VisionNet'15) ,Procedia Computer Science,Elsevier,Volume 58, 2015, Pages 552:557
  • A. Viswanathan, B. Mehta, M. Bhavatarini and H. R. Mamatha, "Text to Image Translation using Generative Adversarial Networks,"2018 International Conference on Advances in Computing, Communications and Informatics (ICACCI), Bangalore, 2018, pp. 1648-1654. doi: 10.1109/ICACCI.2018.8554877
  • C. G. Chandan, M. Deepika, S. Suraksha and H. R. Mamatha, "Identification and Grading of Freehand Sketches Using Deep Learning Techniques,"2018 International Conference on Advances in Computing, Communications and Informatics (ICACCI), Bangalore, 2018, pp. 1475-1480.doi: 10.1109/ICACCI.2018.8554920
  • S. Shukla, A. N. Thasmiya, D. O. Shashank and H. R. Mamatha, "Online Voting Application Using Ethereum Blockchain,"2018 International Conference on Advances in Computing, Communications and Informatics (ICACCI), Bangalore, 2018, pp. 873-880. doi: 10.1109/ICACCI.2018.8554652
  • U. Sneha, A. Soundarya, K. Srilalitha, C. Hebbi and H. R. Mamatha, "Image to Speech Converter " A Case Study on Handwritten Kannada Characters," 2018 International Conference on Advances in Computing, Communications and Informatics (ICACCI), Bangalore,2018,pp.881-887.doi: 10.1109/ICACCI.2018.8554664
  • Preethi P., Praneeth Kumar K., Sumukha M., Mamatha H.R. (2019) Denoising Epigraphical Estampages Using Nested Run Length Count. In: Kumar N., Venkatesha Prasad R. (eds) Ubiquitous Communications and Network Computing. UBICNET 2019. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, LNICST vol 276,pp 198-206, Springer,Cham, indexed in Scopus, WOS, SCI.
  • P. Preethi and H. R. Mamatha, "Comparative study of basic and hybrid filters for the reduction of noise in Estampages," 2019 1st International Conference on Advanced Technologies in Intelligent Control, Environment, Computing & Communication Engineering (ICATIECE), 2019, pp. 8-11, doi: 10.1109/ICATIECE45860.2019.9063768. indexed in Scopus
  • Preethi, P., Anish Kasi, M. Manish Shetty, and H. R. Mamatha. "Multiscale Template Matching to Denoise Epigraphical Estampages." In International Conference on Intelligent Computing and Communication, pp. 613-624. Springer, Singapore, 2019 indexed by ISI Proceeding, EI- Compendex, Scopus, MetaPress, Springerlink
  • Bhadrannavar, Manjunath, Omkar Metri, Chandravva Hebbi, and H. R. Mamatha. "Recognition of handwritten Kannada characters using unsupervised learning method." In International Conference on Intelligent Computing and Communication, pp. 673-682. Springer, Singapore, 2019.indexed in ISI Proceeding, EI- Comendex, Scopus, MetaPress, Springerlink
  • Hebbi C., Mamatha H.R., Sahana Y.S., Dhage S., Somayaji S. (2020) A Convolution Neural Networks Based Character and Word Recognition System for Similar Script Languages Kannada and Telugu. In: Singh P., Panigrahi B., Suryadevara N., Sharma S., Singh A. (eds) Proceedings of ICETIT 2019. Lecture Notes in Electrical Engineering, vol 605. Springer, Cham. https://doi.org/10.1007/978-3-030-30577-2_26 indexed in ISI Proceedings, DBLP, Ulrich's, EI-Compendex, SCOPUS, Zentralblatt Math, MetaPress
  • Aneesh Bhat, Aditya R, Akshay R, Chandravva Hebbi and Mamatha H R, "Recognition of Similar Scripting Language Characters and words using SVM and K-NN", International Conference on Adaptive Computational Intelligence(ICACI-2019) , at GSSS Institute of Engineering & Technology for Women, Mysuru, India, on 18th & 19th July
  • T. Sureka, K. S. N. Swetha, I. Arora and H. R. Mamatha, "Word Recognition Techniques for Kannada Handwritten Documents," 2019 10th International Conference on Computing, Communication and Networking Technologies (ICCCNT), 2019, pp. 1-7, doi: 10.1109/ICCCNT45670.2019.8944753.
  • S. Swetha, P. S. Chinmayi and H. R. Mamatha, "Line Segmentation of Handwritten Kannada Documents," 2019 10th International Conference on Computing, Communication and Networking Technologies (ICCCNT), 2019, pp. 1-5, doi: 10.1109/ICCCNT45670.2019.8944517 indexed in Scopus, IEEE explorer

Journals

  • H.R. Mamatha, K. Srikanta Murthy, Priya Vishwanath, T.S. Savitha, A.S. Sahana and S. Suma Shankari,"Evaluation of Similarity Measures for Recognition of Handwritten Kannada Numerals", CiiT International Journal of Digital Image Processing, ISSN 0974 : 9691 & Online: ISSN 0974 : 9586, Issue: October 2011 ,DOI: DIP102011018,vol 3,no 16,pp 1025-1029.
  • S. Karthik, H.R. Mamatha and K. Srikanta Murthy,"Kannada Characters Recognition - A Novel Approach Using Image Zoning and Run Length Count", CiiT International Journal of Digital Image Processing, ISSN 0974 : 9691 & Online: ISSN 0974 : 9586, Issue: October 2011,DOI: DIP102011026,vol 3,no 16,pp 1059-1062
  • Mamatha H R., Sucharitha S. and Srikanta Murthy K.," Multi-Font and Multi-Size Kannada Character Recognition based on the Curvelets and Standard Deviation". International Journal of Computer Applications 35(11):1-8, December 2011.Published by Foundation of Computer Science, New York, USA. Indexed by : EBSCO, Google Scholar, Informatics, ProQuest CSA Technology Research Database, NASA ADS, CiteSeer, UlrichWeb, ScientificCommons (Univ. of St Gallens), University of Karlsruhe, Germany, PennState University
  • H.R Mamatha., K Srikanta Murthy, K S Amrutha, P Anusha and R Azeemunisa, " Artificial Immune System based Recognition of Handwritten Kannada Numerals" , Advanced Materials Research- Materials Science and Information Technology (MSIT2011) ,Vols. 433-440 (2012) pp 900-906 (2012) Trans Tech Publications,Switzerland,doi:10.4028/www.scientific.net/AMR.433-440.900. Indexed by: Thomson Reuters CPCI-S (WoS).
  • H R Mamatha, K Srikanta Murthy, A V Veeksha, S Vokuda Priyanka and M Lakshmi, "Recognition of Hand written Kannada numerals using K-Medoids", Advanced Materials Research- Materials Science and Information Technology (MSIT2011). Vols. 433-440 (2012) pp 5354-5358 (2012) Trans Tech Publications, Switzerland,doi:10.4028/www.scientific.net/AMR.433-440.5354 Indexed by: Thomson Reuters CPCI-S (WoS).
  • Mamatha H.R, Sonali Madireddi and Srikanta Murthy K. "Performance analysis of various filters for De-noising of Handwritten Kannada documents". International Journal of Computer Applications 48(12):30-38, June 2012. Published by Foundation of Computer Science, New York, USA. Indexed by: Google Scholar, Journal Impact Factor (JIF) , CiteSeerx, InfoBASE Index, Microsoft Academic Search System, Academia.edu , Index Copernicus ,rXiv.org ,citeulike
  • Karthik S, Mamatha H.R and Srikanta Murthy K. " An Approach based on Run Length Count for Denoising the Kannada Characters". International Journal of Computer Applications 50(18):42-46, July 2012. Published by Foundation of Computer Science, New York, USA. Indexed by: Google Scholar, Journal Impact Factor (JIF) , CiteSeerx, InfoBASE Index, Microsoft Academic Search System, Academia.edu , Index Copernicus ,rXiv.org ,citeulike et al.
  • Mamatha H.R and Srikanta Murthy K, "Morphological Operations and Projection Profiles based Segmentation of Handwritten Kannada Document", International Journal of Applied Information Systems (IJAIS) , ISSN: 2249-0868 Foundation of Computer Science FCS, New York, USA Volume 4: No.5, October 2012, 13-19. indexed with Google Scholar, NASA ADS, Informatics et. al.
  • Mamatha H.R and Srikanta Murthy K, "Skew Detection, Correction and Segmentation of Handwritten Kannada Document", International Journal of Advanced Science and Technology, ISSN: 2005-4238, Science and Engineering Research Support society, IJAST Volume 48, November 2012, 71-88. Indexed by: EBSCO, ProQuest, ULRICH, Cabell
  • Mamatha H R., Sucharitha Srirangaprasad and Srikanta Murthy K, "Recognition of isolated handwritten Kannada numerals based on decision fusion approach", International Journal of Computer Science and Engineering (IJCSE), ISSN: 0975-3397, vol 5, no.6, June 2013, pp 465-473. Indexed by: Indian Citation Index , ROAD: the Directory of Open Access scholarly Resources , Research Gate , A UGC Recognized Journal , Google Scholar ,Academia Database ,DPI Digital Library
  • Mamatha H R., Sucharitha Srirangaprasad. and SrikantaMurthy K ,"Data fusion based framework for the recognition of Isolated Handwritten Kannada Numerals", (IJACSA) International Journal of Advanced Computer Science and Applications, Vol. 4, No. 6, June 2013,pp 174-182. Indexed by: Web of Science, Scopus, Inspec, Semantic Scholar, EBSCOhost, Microsoft Academic Search and Index Copernicus
  • Mamatha H R., Sucharitha S. and Srikanta Murthy K," Handwritten Kannada Numeral Recognition based on the Curvelets and Standard Deviation", International Journal of Signal Processing Systems,Vol.1,No.1 June 2013,pp74-78. Indexed by: Ulrich's Periodicals Directory, Google Scholar, Crossref, etc.
  • Mamatha H R, Srikantamurthy K,"A Comparative Study of Different Feature Extraction and Classification Methods for Recognition of Handwritten Kannada Numerals", International Journal of Database Theory and Applications,vol.6,no.4,August 2013, pp 71-89, Science and Engineering Research Support society, IJDTA. Indexed by: Citefactor
  • N Aparna, HR Mamatha, DS Tomar, R Kumar ,"Design of SD/eMMC Protocol Compliance Solutions", International Journal of Applied Information Systems (IJAIS), Volume 7,Issue No. 7,Pages 33-36,2014. Indexed by: Google Scholar, NASA ADS, Informatics et. al
  • Bandhan V, Neetish Bhat, Karthik Borkar, and Mamatha HR," Handwritten Form Processing",International Journal of Engineering and Advanced Technology (IJEAT), ISSN: 2249 : 8958, Volume-4 Issue 5, June 2015,pp.24-27. Indexed by: Scopus
  • Chinni Bhargavi,Priyanka B and Mamatha H R "A Comparative Study of Binarization Techniques for Enhancement of Degraded Documents" ,International Journal of Computer Applications (0975 :8887),Volume 119 :No.11, June 2015,pp.39-46. Indexed by: Google Scholar, Journal Impact Factor (JIF) , CiteSeerx, InfoBASE Index, Microsoft Academic Search System, Academia.edu , Index Copernicus ,rXiv.org ,citeulike
  • R Prajna, Ramya V R and Mamatha H R,"A Study of different Text Line Extraction Techniques for Multi-font and Multi-size Printed Kannada Documents", International Journal of Computer Applications (0975 :8887),Volume 119 :No.11, June 2015.pp.32-38. Indexed by: Google Scholar, Journal Impact Factor (JIF) , CiteSeerx, InfoBASE Index, Microsoft Academic Search System, Academia.edu , Index Copernicus ,rXiv.org ,citeulike
  • Sanket Panda, Shaurya Nigam, Rohit Kumar, Mamatha H R , "A Performance Study of SIFT, SIFT-PCA and SIFT-LDA for Face Recognition", International Journal of Soft Computing and Engineering (IJSCE) ISSN: 2231-2307, Volume-5 Issue-3, July 2015 ,pp.66-72. Indexed by: Google Scholar, The Indian ISSN Center, DOAJ , Informatics et al
  • Chethana H T and Mamatha H R, "Text Line Extraction of Handwritten Kannada Documents Based on Bounding Box Technique", International Journal of Computer Sciences and Engineering, Volume-03, Issue-05, Page No (297-303), May -2015, E-ISSN: 2347-2693. Indexed by: Indian Citation Index , ROAD: the Directory of Open Access scholarly Resources , Research Gate , A UGC Recognized Journal , Google Scholar ,Academia Database ,DPI Digital Library
  • Shashank K S and Mamatha H R, "Pre- Processing Methodologies for Microarray Gene Data for Cancer Detection", IJSRD - International Journal for Scientific Research & Development| Vol. 3, Issue 06, 2015 | ISSN (online): 2321-0613,pages 640-644 Indexed by: Google Scholar ,Academia Database, Scribd
  • Shashank K S and Mamatha H R, "Differential Expression Analysis of Microarray Gene Data for Cancer Detection", IJSRD - International Journal for Scientific Research & Development| Vol. 3, Issue 06, 2015 | ISSN (online): 2321-0613 ,pages 720-724. Indexed by: Google Scholar ,Academia Database, Scribd
  • Pramodh KP , Prasad Bhagwat , Shashank PS , Dr.Mamatha HR ," Obstacle Extraction Based on Region Extraction on a Monocular Video", International Journal of Applied Information Systems (IJAIS), Volume 10 : No.1, November 2015,pp 1-5 Indexed by: Google Scholar, NASA ADS, Informatics et. al.
  • Shashank K S , Mamatha H R and Prashantha C N,"Meta Analysis of Gene Expression Data of Multiple Cancer Types To Predict Biomarkers and Drug Targets", Computational Molecular Biology 2015, Vol. 5, No. 5, pp.1-9, doi: 10.5376/cmb.2015.05.0005 Indexed by: Crossref, crosscheck, Library and Archives Canada (LAC)
  • Chethana H T and Mamatha H R, "Comparative Study of Text Line Segmentation on Handwritten Kannada Documents ", (IJCSIT) International Journal of Computer Science and Information Technologies, ISSN:0975-9646,Vol. 7 (1) , 2016, 26-33 Indexed by: ProQuest
  • Preethi.P and Mamatha.H.R , "A Review on Automation of Ancient Epigraphical Images",International Journal of Database Theory and Application,Vol.9, No.4 (2016), pp. 143-150,http://dx.doi.org/10.14257/ijdta.2016.9.4.13 Indexed by: Citefactor
  • Preethi.P and Mamatha.H.R ,"A Systematic Approach in Transforming Inscriptions into Modern Text - Review" , International Journal of Signal Processing, Image Processing and Pattern Recognition, Vol 11, no1, 2018,pp 37-44. Indexed by: Directory of Open Access Journals, Computers and Applied Sciences
  • Pradyumna Mukunda, Niraj S Prasad and Mamatha H R.. KanOCR: Conversion of Printed Kannada Document to Editable form using Convolutional Neural Networks. International Journal of Computer Applications 177(37):51-58, February 2020. doi = {10.5120/ijca2020919885}, Foundation of Computer Science (FCS), NY, USA
  • Preeti P, Anish Kasi, Manish Shetty M, Mamatha H.R.,Denoising and Segmentation of Epigraphical Estampages by Multi Scale Template Matching and Connected Component Analysis,Procedia Computer Science,Volume 171,2020,Pages 1877-1886,ISSN 1877-0509,https://doi.org/10.1016/j.procs.2020.04.201.
  • Hebbi C., Metri O., Bhadrannavar M., Mamatha H.R. (2021) Dataset Building for Handwritten Kannada Vowels Using Unsupervised and Supervised Learning Methods. In: Thampi S.M., Krishnan S., Hegde R.M., Ciuonzo D., Hanne T., Kannan R. J. (eds) Advances in Signal Processing and Intelligent Recognition Systems. SIRS 2020. Communications in Computer and Information Science, vol 1365. Springer, Singapore. https://doi.org/10.1007/978-981-16-0425-6_6
  • Preethi P, Mamatha HR, Viswanath H (2021) Study of using hybrid deep neural networks in character extraction from images containing text. Trends Computer Science Inf Technology 6(2): 045-052. DOI: 10.17352/tcsit.000039

Books

  • Omkar Metri, H.R Mamatha,Chapter 10 - Image generation using generative adversarial networks,Editor(s): Arun Solanki, Anand Nayyar, Mohd Naved,Generative Adversarial Networks for Image-to-Image Translation,Academic Press,2021,Pages 235-262,ISBN 9780128235195,https://doi.org/10.1016/B978-0-12-823519-5.00007-5. (https://www.sciencedirect.com/science/article/pii/B9780128235195000075)
  • Sridhar A., Mamatha H.R. (2021) Keystroke Dynamics for User Verification. In: Suma V., Bouhmala N., Wang H. (eds) Evolutionary Computing and Mobile Sustainable Networks. Lecture Notes on Data Engineering and Communications Technologies, vol 53. Springer, Singapore. https://doi.org/10.1007/978-981-15-5258-8_14
  • Sindhu N., Mamatha H.R. (2021) Generating Automobile Images Dynamically from Text Description. In: Suma V., Bouhmala N., Wang H. (eds) Evolutionary Computing and Mobile Sustainable Networks. Lecture Notes on Data Engineering and Communications Technologies, vol 53. Springer, Singapore. https://doi.org/10.1007/978-981-15-5258-8_21
  • Preethi P., Kasi A., Manish Shetty M., Mamatha H.R. (2020) Multiscale Template Matching to Denoise Epigraphical Estampages. In: Bhateja V., Satapathy S., Zhang YD., Aradhya V. (eds) Intelligent Computing and Communication. ICICC 2019. Advances in Intelligent Systems and Computing, vol 1034. Springer, Singapore, DOI https://doi.org/10.1007/978-981-15-1084-7_59
  • Venugopal A., Shivani A., Neha M., Mamatha H.R. (2021) A Deep Learning Generative Approach for Speech-to-Scene Generation. In: Fong S., Dey N., Joshi A. (eds) ICT Analysis and Applications. Lecture Notes in Networks and Systems, vol 154. Springer, Singapore. https://doi.org/10.1007/978-981-15-8354-4_59
  • Trishala G., Mamatha H.R. (2021) Implementation of Stemmer and Lemmatizer for a Low-Resource Language?Kannada. In: Pandian A.P., Palanisamy R., Ntalianis K. (eds) Proceedings of International Conference on Intelligent Computing, Information and Control Systems. Advances in Intelligent Systems and Computing, vol 1272. Springer, Singapore. https://doi.org/10.1007/978-981-15-8443-5_28
  • Agrawal P., Askani P., Nayak R., Mamatha H.R. (2021) Computer Security Based Question Answering System with IR and Google BERT. In: Goyal V., Gupta M., Trivedi A., Kolhe M.L. (eds) Proceedings of International Conference on Communication and Artificial Intelligence. Lecture Notes in Networks and Systems, vol 192. Springer, Singapore. https://doi.org/10.1007/978-981-33-6546-9_29
  • Hebbi C., Mamatha H.R., Sahana Y.S., Dhage S., Somayaji S. (2020) A Convolution Neural Networks Based Character and Word Recognition System for Similar Script Languages Kannada and Telugu. In: Singh P., Panigrahi B., Suryadevara N., Sharma S., Singh A. (eds) Proceedings of ICETIT 2019. Lecture Notes in Electrical Engineering, vol 605. Springer, Cham. https://doi.org/10.1007/978-3-030-30577-2_26
  • Amara I., Sai Pranav K., Mamatha H.R. (2021) Hybrid Recommendation System for Scientific Literature. In: Hemanth J., Bestak R., Chen J.IZ. (eds) Intelligent Data Communication Technologies and Internet of Things. Lecture Notes on Data Engineering and Communications Technologies, vol 57. Springer, Singapore. https://doi.org/10.1007/978-981-15-9509-7_59
  • Reddy P.R., Mamatha H.R. (2021) Isolated Kannada Character Recognition Using Transfer Learning. In: Abraham A., Piuri V., Gandhi N., Siarry P., Kaklauskas A., Madureira A. (eds) Intelligent Systems Design and Applications. ISDA 2020. Advances in Intelligent Systems and Computing, vol 1351. Springer, Cham. https://doi.org/10.1007/978-3-030-71187-0_125.
  • Dr. Mamatha H R - Vinayaka R Kamath - K Vennela - Rachana Aithal K R, Exploration of Cross-lingual Summarization for Kannada-English Language Pair, ICON 2020: Proceedings of the 17th International Conference on Natural Language Processing, Patna, India, December 18 - 21, 2020. ?2020 NLP Association of India (NLPAI). 144?148, https://aclanthology.org/2020.icon-main.18
  • R. Kalia, A. S, K. P and H. R. Mamatha, "Detection of COVID-19 and its severity using chest X-rays and electronic health records," 2021 Third International Conference on Inventive Research in Computing Applications (ICIRCA), 2021, pp. 1718-1723, doi: 10.1109/ICIRCA51532.2021.9544104.
  • M. Shubha, K. Kapoor, M. Shrutiya and H. R. Mamatha, "Searching a Video Database using Natural Language Queries," 2021 International Conference on Emerging Smart Computing and Informatics (ESCI), 2021, pp. 190-196, doi: 10.1109/ESCI50559.2021.9396886.
  • R. Sharma, A. Agarwal and H. Mamatha, "Classification of Carrots based on Shape Analysis using Machine Learning Techniques," 2021 Third International Conference on Intelligent Communication Technologies and Virtual Mobile Networks (ICICV), 2021, pp. 1407-1411, doi: 10.1109/ICICV50876.2021.9388520
  • Chandravva Hebbi,Omkar Metri, Manjunath Bhadranavvar and Mamatha, H. R. "Dataset Building for Handwritten Kannada Vowels Using Unsupervised and Supervised Learning Methods." In Advances in Signal Processing and Intelligent Recognition Systems: 6th International Symposium, SIRS 2020, Chennai, India, October 14-17, 2020, Revised Selected Papers, vol. 1365, p. 75. Springer Nature, 2021.
  • Ajoy, Atmik, Chethan U. Mahindrakar, and Mamatha HR. "Exploratory Analysis on Topic Modelling for Video Subtitles." In 2021 2nd International Conference on Control, Robotics and Intelligent System, pp. 187-190. 2021. August 2021 https://doi.org/10.1145/3483845.3483878
  • Rachana Jayaram ,Shreya Maheshwari ,Hemanth C,Sathvik N Jois, Mamatha H.R.. "Cross-Attention with Self-Attention for VizWiz VQA.", https://ivc.ischool.utexas.edu/~yz9244/VizWiz_workshop_2021/poster_pdf/CrossAttSelfAtt_abstract.pdf
  • Siddhant Samyak, Apoorve Gupta, Tushar Raj, Amruth Karnam, and Mamatha H.R, Speech Emotion Analyzer, In Proceedings 3rd International Conference on Innovative Data Communication Technologies and Application(ICIDCA-2021),August 2021,Springer
  • Maneesha S, Srihari S, Tejas Verma, and Mamatha H R, ?Sentiment Analysis on Tweets using Emojis to Help the Distressed? ?2nd International Conference on Sustainable Expert Systems (ICSES2021)? organized by ?Tribhuvan University, Institute of Engineering, Pulchowk Campus, Nepal? on September 2021, springer nature.
  • Sree Pranavi G ,Harshitha Batta ,Anjana V Murthy and Mamatha H R, Using Telematics Data For Traffic And Road Mishaps Prediction And Analysis Of Driver Behavior, In Proceedings of 3rd International Conference on Cybernetics, Cognition and Machine Learning Applications, Goa, ICCCMLA 2021 -August 21-22,Springer
  • C R Greeshma Reddy, Vulli Varsha, Saahithi Devarasetty and Mamatha H R, Prediction of Movie Genres Based on its Synopsis and Title Using BiLSTM, In Proceedings of 3rd International Conference on Cybernetics, Cognition and Machine Learning Applications, Goa, ICCCMLA 2021 -August 21-22,Springer
  • Prajwal K Naik,Snigdha S Chenjeri,Sruthy S and Mamatha H R, Sarcasm Detection in English Text using Tweets and Headlines ,2021 International Student Conference On Artificial Intelligence. July 31st (presented)
  • Aditeya Baral, Himanshu Jain, Deeksha D, Dr. Mamatha H R,MAPLE ? MAsking words to generate blackout Poetry using sequence-to-sequence Learning, In Proceedings of the Fourth International Conference on Natural Language and Speech Processing (ICNLSP 2021), 12--13 November, 2021, Association for Computational Linguistics, 47?54, https://aclanthology.org/2021.icnlsp-1.6
  • Danish Ebadulla , Rahul Raman , Hridhay Kiran Shetty , Mamatha H.R,A Comparative Study on Language Models for the Kannada Language,In Proceedings of the Fourth International Conference on Natural Language and Speech Processing (ICNLSP 2021), 12--13 November, 2021, Association for Computational Linguistics, 280?284, https://aclanthology.org/2021.icnlsp-1.33
  • Hebbi C., Pradyumna Y.M., Mamatha H.R. (2022) Database Building, Recognition, and Categorization of Handwritten Kannada Words Using Convolution Neural Networks. In: Senjyu T., Mahalle P., Perumal T., Joshi A. (eds) IOT with Smart Systems. Smart Innovation, Systems and Technologies, vol 251. Springer, Singapore. https://doi.org/10.1007/978-981-16-3945-6_19