Publications

Faculty Name                                                        

Dr. Savitha G

Designation

Associate Professor

Educational Qualification

B.E (CSE), M.Tech.(CSE), Ph.D

Experience

21 years

Area of Interest

Image Processing, Data Mining and Machine Learning

Publications:

International Journals        :   28

International Conference   :  11

National Conference          :  03

Patent published            :   02

          List of Publications:

      International refereed journals:

[1].      Savitha G, Vibha L and Venugopal K R, “Textural and Singular Value Decomposition Feature Extraction Technique for Offline Signature Verification” International Journal of Information Processing, vol. 8, no.3, pp. 95-105, Nov-2014, India. Impact Factor: 2.7 Scopus Index

[2].      Savitha G and Vibha L “Implementation of Face Recognition Using STASM and Matching Algorithm for Differing Pose and Brightness” International Journal of Engineering Development & Research (IJEDR 2015) Impact Factor: 5.67

[3].      Savitha G and Vibha L “Secure and Efficient Traffic Pattern Discovery in MANETs” International Journal of Engineering Research and General Science,vol.3, issue 4, July-Augt, 2015 , ISSN 2091-2730 , Impact Factor: 3.84  Scopus Index   

[4].       Savitha G and Pavithra H C “Biometric based Approach to Enhance Confidentiality in Public Cloud” International Journal of Recent Trends in Engineering & Research (IJRTER) , vol.02, issue 05; May - 2016 [ISSN: 2455-1457]  Impact Factor: 4.1 

[5].      Savitha G, Vibha L and Venugopal K R, “Multimodal Biometric Authentication System Using LDR Based on Selective Small Reconstruction Error”Journal of Theoretical and Applied Information Technology, 15th Oct 2016. vol.92. no.1 ISSN: 1992-8645 Impact Factor: 0.15 SJR Q4 H-Index 29 

[6].      Savitha G, Vibha L and Venugopal K R, “Multimodal Cumulative Class-Specific Linear Discriminant Regression for Cloud Security”International Journal of Computer Science and Information Security (IJCSIS), vol. 15, no. 2, Feb 2017, ISSN 1947-5500  Impact Factor: 1.76  SJR Q3 H-Index 37  

[7].      Savitha G, Krishnakumari Y and Vibha L, “A Review  on Unimodal and Multimodal Biometric System”,International Journal of Innovative Science and Research Technology,  IJISRT | May 2017, vol.2(5), ISSN: 2456-2165   Impact Factor: 5.17   

[8].      Savitha G and Vibha L, “Bimodal Personal Authentication using Decision Level Fusion of Face and Fingerprint Images” International Journal of  Trend in Research and Development, IJTRD,  June 2017, pp. 297-301, vol.4, issue 3, ISSN: 2394-9333  Impact Factor: 4.01  Scopus Index

[9].      Savitha G and Vibha L, “Feature Level Fusion of Fingerprint and Iris Biometric Traits for Human Identification” International Journal of Trend in Research and Development,vol.4(4),ISSN 2394-9333,july-Aug 2017   Impact Factor: 4.01 Scopus Index

[10].  Savitha G, Vibha L and Venugopal K R, “Selective Small Reconstruction Error Based on LDRC Multimodal Biometric Authentication” International Journal of Scientific Research in Computer Science and Engineering, Feb 2018, PP. 1-10, vol.6, issue 1, ISSN: 2320- 7639  Impact Factor: 2.38 Scopus Index

[11].  Savitha G, Rajeev Ranjan, Sumit and Manjunath, “Survey on Computer Aided Diagnosis System for Mammogram Classification”, International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056, vol.05,issue: 05 | May-2018 www.irjet.net p-ISSN: 2395-0072   Impact Factor: 7.2 

[12].  Savitha G and Roopini, “Skin Cancer Identification Using Image Processing”, International Journal For Research and Development in Technology, vol.9, issue-5, May-2018.   Impact Factor: 6.88  

[13].  Savitha G and Keerthi, “Video Based Face Recognition Using Image Processing Techniques”, International Research Journal of Engineering and Technology, vol.6, issue-1, Jan-2019.   Impact Factor: 6.5

[14].  Savitha G and Adarsh, “Efficient Navigation of Mobile Robots Using Machine Learning Techniques”,International Journal of Engineering Research and Technology,vol.8, issue-10, Oct-2019.  Impact Factor: 7.5  

[15].  Savitha G and Aditya, “An IoT Based Approach for Floor Detection”,International Journal of Research in Engineering, Science and Management, vol.3, issue-3, ISSN: 2581-5792, Mar-2020.  Impact Factor: 5.7

[16].  Savitha G and Adarsh, “A Survey on Software Based Approaches for Robotic Navigation”, International Journal of Research in Engineering, Science and Management,vol.3, issue-3, ISSN: 2581-5792, Mar-2020. Impact Factor: 5.7

[17].  Savitha G and Deepika, “An Energy Efficient Secured Trust-Based RPL Routing Protocol for Internet of Things”,International Journal of Advanced Science and Technology,vol.29, issue. 7, pp. 8424-8446, ISSN: 2005-4238, Aug-2020.  Impact Factor: 1.47  SJR Q3 H-Index 25   

[18].  Savitha G, “Robust Blood Vessel Segmentation for Retinal Images”,International Journal of Innovative Research in Science, Engineering and Technology (IJIRSET), vol.9, issue. 8, ISSN: 2319-8753, Aug-2020.  Scopus Index   Impact Factor: 1.6

[19].  Savitha G, Adarsh, Adithya and Gaurav, "Navigation through proxy measurement of location by surface detection", Cybernetics, Cognition and Machine Learning Applications, Springer- Book series- Algorithms for Intelligent Systems, pp. 79-87, April 2021. DOI: https://doi.org/ 10.1007/978-981-33-6691-6. ISBN 978-981-336-691-6

[20].   Savitha G, Shankar and Shashwat shahi, "Deep Recurrent Neural Network Based Audio Speech Recognition System", Information Technology in Industry, , pp. 941-949, Vol 9, Issue 2, April 2021. DOI: https://doi.org/10.17762/itii.v9i2.434 ISSN (Print): 2204-0595   ISSN(Online):22031731 , Indexed in Web of Science -SCI Q3 H-Index 21

[21].   Sreevidya, and Savitha G "Energy Aware Load Balanced Multicast Routing in Wireless Sensor Networks (EALBMR)", Information Technology in Industry,  pp. 755-759, Vol 9, Issue 3, June 2021.  ISSN (Print): 2204-0595   ISSN(Online):2203-1731, Indexed in Web of Science -SCI Q3 H-Index 21

[22].  Savitha G, Deepak N A and Deepak D J, Research paper on “Data Acquisition Using IoT to Monitor Coal Mining Environment”, Published in Web of Science Indexed Atlantis Highlights in Computer Sciences Published by Atlantis Press-Springer Nature, volume 4, September 2021 ISSN: 2589-4900 ISBN: 978-94-6239-428-5  DOI: https://doi.org/10.2991/ahis.k.210913.020

[23].  Deepak N A, Savitha G, Deepak D J, Supraj P. Kashyap, Research paper on “Retinopathy Based Multi Stage Classification of Diabetes” Published in Web of Science Indexed Atlantis Highlights in Computer Sciences Published by Atlantis Press-Springer Nature, volume 4, September 2021 ISSN: 2589-4900 ISBN: 978-94-6239-428-5 DOI: https://doi.org/10.2991/ahis.k.210913.008

[24].   Deepak N A , Savitha G and Deepak DJ  research work on "Topic Models for Re-Id from Curbed Video Traces" published  in Springer Book Series Titled "Data Science and Computational Intelligence" under Communications in Computer and Information Science stream, volume 1483,  ISSN 1865-0937 & ISBN 978-3-030-91244-4, on 07th January 2022.     Impact Factor: 0.16 SJR Q4 H-Index 51   DOI: https://doi.org/10.1007/978-3-030-91244-4

[25].   Published Research Paper "Image Classification Using Convolutional Neural Network", TIJER - International Research Journal (www.tijer.org), ISSN:2349-9249, Vol.10, Issue 7, page no.272-276, July-2023, Available :http://www. tijer.org/papers/TIJERA001047.pdf Peer Reviewed & Refereed Journals, Open Access Journal ISSN Approved Journal No: 2349-9249 | Impact factor: 8.57, http://doi.one/10.1729/Journal.35436

[26].        Published Research Paper "AI-Driven Urban Traffic Optimization to Assess Complex Traffic Patterns for Public Traffic Control and Mobility", International Journal for Research in Applied Science & Engineering Technology (IJRASET)  ISSN: 2321-9653, Volume 11 Issue XI , Nov 2023, SJ Impact Factor: 7.6,  https://doi.org/10.22214/ijraset.2023.56630  Available at www.ijraset.com

[27].        Published Research Paper “Deep Leaf Detect Implementation: Utilizing CNN for Accurate Leaf Disease Detection in Agricultural Systems” Journal of Harbin Engineering University(JHEU),  ISSN: 1006-7043  Vol 45 No. 3 March 2024 PP 476 - 483 Vol. 45 No. 03 (2024): Issue 03  Journal listed in Q3

[28].        Published Research Paper “Artificial Intelligence - Driven Autonomous Robot for Crop Cultivation” Journal of Harbin Engineering University (JHEU) ISSN: 1006-7043 , Vol 45 No. 4 April 2024 PP 488 – 494, Journal listed in Q3

International conferences:

[1].      Presented a Research paper on “Offline Signature Verification using Local Binary Pattern” International Conference on Image and Signal Processing (ICISP-2014), Elsevier Science and Technology publications, Bangalore, pp.351-359, July 25 - 27, 2014.

[2].      Presented a Research paper on “Navigation through proxy measurement of location by surface detection”, International Conference on Cybernetics, Cognition and Machine Learning Applications (ICCCMLA), Springer Conference, Aug-2020.

[3].      Presented a Research paper on "Energy Aware Load Balanced Multicast Routing in Wireless Sensor Networks (EALBMR)", International Conference on Recent Challenges in Engineering science and Technology (ICRCEST-2021, 9-10 April  2021. Springer Conference

[4].         Presented a Research paper on “Data Acquisition Using IoT to Monitor Coal Mining Environment”, 3rd International Conference on Integrated Intelligent Computing Communication & Security, (ICIIC-2021) 6th -7th August 2021, Springer Conference Organized by Dept of CSE, SJBIT, Bengaluru.

[5].        Presented a Research paper on “Retinopathy Based Multi Stage Classification of Diabetes” 3rd International Conference on Integrated Intelligent Computing Communication & Security (ICIIC 2021) 6th -7th August 2021,Springer Nature, Springer Conference Organized by Dept of CSE, SJBIT, Bengaluru.

[6].        Presented a Research Paper in Springer International Conference IcInPro21- Paper Title- “Topic Models for Re-Id from Curbed Video Traces”,International Conference on Information Processing, (ICInPro-2021), 22nd-24th October 2021, Organized by Dept of CSE, UVCE, Bengaluru. 

[7]. Research paper on “Advanced Security Systems for Home Surveillance” published in Fourth IEEE International Conference On Cognitive Computing and Information Processing CCIP-2022  held on 23rd  and 24th  December 2022 at JSS Academy of Technical Education, Bangalore. Publication: IEEE Xplorer (Scopus Indexing), DOI: 10.1109/CCIP57447.2022.10058683

[8]. Presented and Published Paper “Sign Language Recognition using Deep Learning” in  International Conference on Advances in Modern Science andTechnology (ICAMSnT 2023) organized by T. John Institute of Technology,  Bangalore, India, held on 21-22 April 2023. 

[9]. Research paper on "Advanced Email Spam Detection: A Machine Learning Solution," IEEE International Conference on Evolutionary Algorithms and Soft Computing Techniques (EASCT), Bengaluru, India, 2023, pp. 1-5, doi: 10.1109/EASCT59475.2023.10393777   Publication: IEEE Xplorer (Scopus Indexing)

[10] Research paper on "MuteSign: Deep Learning-driven Sign Language Recognition for Inclusive communication," IEEE International Conference on the Confluence of Advancements in Robotics, Vision and Interdisciplinary Technology Management (IC-RVITM), Bangalore, India, 2023, pp. 1-7, doi: 10.1109/IC-RVITM60032.2023.10435143. Publication: IEEE Xplorer (Scopus Indexing) 

[11].      Presented and published  research paper " Pricing and inventory optimization control using L Model" IEEE conference ICDSIS 2024.

      National Conferences:

[1].      Presented a Research paper on “A Survey on Multimodal Biometric Authentication System”National Conference on Networking, Image Processing and Multimedia,NaCoNIM,  May 10-12th 2017, pp. 96-99, ISBN: 978-81-929425-1-3.

[2].      Presented a Research paper on “A Survey on Skin Cancer Detection Using Image Processing”,National Conference on Science, Engineering and Management, NCSEM-2018, Organized by OXCE, Bangalore, May-2018

[3]. Presented and Published Paper “Image Classification Using Convolutional Neural
Network” in  National Conference on Digital Technology and  Engineering- NCDTE'23 organized by RVITM,  Bangalore, India, held on 28-29 April 2023.

      Patent Publications:

1.      Application Filing Receipt (AFR) received from the Indian Patent Office for the patent application titled “Artificial Intelligent based cardiac arrhythmia detection in heart patients” Published on 19-03-2021

2.   Application Filing Receipt (AFR) received from the Indian Patent Office for the patent application titled “AI Based automated food serve robot for catering application using IoT” Published on 28/10/2022