Dr. Ganga Holi

Book Chapter

• Holi, Ganga and Madhu, B. "Comparison of optimization techniques particle swarm optimization with genetic algorithm for medical image watermarking". Healthcare Big Data Analytics: Computational Optimization and Cohesive Approaches, De Gruyter, 2024, pp. 25-54. https://doi.org/10.1515/9783110750942-002
• Ganga Holi and Divya K. Jain, “Convolutional Neural Network Approach for Extraction and Recognition of Digits from Bank Cheque Images”. Emerging Research in Electronics, Computer Science and Technology. Lecture Notes in Electrical Engineering, Volume 545. 2019, Springer, Singapore, https://link.springer.com/chapter/10.1007/978-981-13-5802-9_31, [Scopus, SJR indexed Q3 Level, SJR 0.14, H Index28, WOS]
• Madhu B and Ganga Holi, “An Imperceptible Secure Transfer of Medical Images for Telemedicine Applications”, Recent Trends in Image Processing and Pattern Recognition. RTIP2R 2018. Communications in Computer and Information Science, Volume 1036. Springer, Singapore, https://doi.org/10.1007/978-981-13-9184-2_30[Scopus, SJR indexed, Q3 Level, SJR 0.19, H Index45]

List of Publications in Journal

• Poornima H.N, Ganga Holi, “Computer-aided Breast Cancer Detection and Classification Approaches Using Mammography, Thermography, MRI And Ultrasound Imaging: A Systematic Review”, GIS Science Journal, Volume 9, Issue 2, pp 329-341, 2022, DOI:20.18001.GSJ.2022.V9I2.22.38659-[Scopus, SJR indexed Q4 Level, H-Index 4]
• B Madhu, Ganga Holi, “CNN Approach for Medical Image Authentication”, Indian Journal of Science and Technology, Year: 2021, Volume: 14, Issue: 4, Pages: 351-360, Year: 2021,  https://doi.org/10.17485/IJST/v14i4.1963. [Scopus, SJR Indexed, Q4 Level, SJR 0.11, H Index 41, WOS Indexed]
• Madhu B, Ganga Holi, “An Optimal and Secure Watermarking System using SWT-SVD and PSO”, Indonesian Journal of Electrical Engineering and Computer Science, Vol 18, No 2, May 2020, pp. 917-926, DOI: http://doi.org/10.11591/ijeecs.v18.i2.pp917-926. [Scopus, SJR indexed, Q3 Level, SJR 0.21, H Index 14]
• Vathsala M K, Ganga  Holi, “RNN based machine translation and transliteration for Twitter data”, International Journal of Speech Technology, Springer Publications, June 12, 2020,
  https://doi.org/10.1007/s10772-020-09724-9 [Scopus, SJR indexed, Q2 Level, SJR 0.24, H Index 26, WOS]
• Vijayakumari G, Ganga Holi, “Assessment of Joint Space in Knee Osteoarthritis using Particle Swarm Optimization Technique," International Journal of Innovative Technology and Exploring Engineering (IJITEE), Volume-8 Issue-12, October, 2019, page No. 5818-5823, ISSN: 2278-3075. https://www.ijitee.org/portfolio-item/C4246098319/[Scopus indexed]
• Madhu B, Ganga Holi, “Medical Image Authentication by SWT and SVD”, International Journal of Recent Technology and Engineering (IJRTE), Volume-8 Issue-3, September 2019, page No 953-958, ISSN: 2277-3878, https://www.ijrte.org/portfolio-item/C4111098319/ [Scopus indexed]
• Poornima H.N, Ganga Holi, “Computer-Aided Breast Cancer Detection and Classification Approaches Using Mammography, Thermography, MRI and Ultrasound Imaging: A Systematic Review”, International Journal of Advanced Research Engineering and Technology Volume 11, Issue 12, December 2020,
• Poornima H.N, Ganga Holi, “Automatic Breast Cancer Detection With Optimized Ensemble Of Classifiers”, International Journal of Advanced Research In Engineering And Technology Volume 11, Issue 11, pp 2545-2555, December 2020, https://iaeme.com/Home/article_id/IJARET_11_11_253
• Ganga Holi, Lavanya M, Raviteja N, Sangeetha S, “The Virtual Eye: Object Detection and Classification System”, Sambhodi UGC care Journal, ISSN: 2249-6661, Vol-43, No.-03 (IV) November-December (2020).
• Vijayakumari G. Ganga Holi, “Spatial Domain Approach for Articular Cartilage Segmentation of X- Ray Image”, International Journal of Computer Applications 178(11):12-16, May 2019, http://doi.org/10.5120/ijca2019918831   
• Akhil MS, Ganga Holi, Deepthi V S, “A Survey on the Applications and Advanced Tools Available for Data Mining", International Journal of Computer Engineering and Applications, Volume XII, Special Issue, June 18, www.ijcea.com ISSN 2321-3469. http://www.ijcea.com/wp-content/uploads/2018/07/2
• B, Ganga Holi, Srikanta Murthy K, “An Overview of Image Security Techniques”, Int. Journal of Computer Applications, Volume 154, Issue 6, pages 37-46, November 2016. ISBN: 973-93-80894-89, http://doi.org/10.5120/ijca2016911834
• Sukanya R, Ganga Holi, “Retinal Blood Vessel Segmentation and Optic Disc Detection Using Combination of Spatial Domain Techniques”, International Journal of Computer Science Engineering (IJCSE), Volume. 4 No.03, Pages 102-109, May 2015.ISSN: 2319-7323, http://www.ijcse.net/docs/IJCSE15-04-03-088.pdf
• Nilesh Rathi, Ganga Holi, “Securing Medical Images by Watermarking Using DWT-DCT-SVD”, International Journal of Computer Trends and Technology (IJCTT), Volume 12 No. 2, June Issue, pages 63- 70, 2014.ISSN 2231-2803, http://doi.org/10.14445/22312803/IJCTT-V12P113.
• Shilpa Jumnal, Ganga Holi, “On-line Handwritten Character Recognition Using Genetic Algorithm”, International Journal of Computer Trends and Technology (IJCTT), Volume 4, Issue 6 June 2013 Page 1885- 1890, ISSN: 2231-2803, http://ijcttjournal.org/archives/ijctt-v4i6p169

Resource Person at Workshops and FDP

• Conducted a 3-day workshop on Image Processing Using OpenCV and Python at CSE Dept. KSIT, Oct 30, 31, & Nov 2, 2023.
• Delivered a guest talk on “Trends in Machine Learning”, at CSE Dept. DSATM, 2023
• Delivered a talk on “Clean Code”, at CSE Department, DSCE, 2023
• Delivered a talk on “Data Preprocessing” at FDP organized at NMIT, 2022
• Conducted 3-Day Training program for SLNCE students July 1^st to 3^rd 2022
• Handled Sessions on machine learning algorithms and hands on sessions at 6-day FDP on “Machine Learning” from 12^th-17^th July, 2018, at ISE Dept., GAT, Bengaluru.
• Handled Sessions for students on “Image Processing Using Python" on 8-2-2018, at ISE Dept., GAT, Bengaluru.hands-on
• Handled one-day sessions on linear and logistic regression with Python fundamentals at PDACE, Gulbarga, on 4th April 2018.
• Handled Sessions in machine learning algorithms at 6-day FDP on “Advanced Machine Learning Algorithms” from 18^th to 24th Jan, 2018, at ISE Dept., GAT, Bengaluru.

• S A Revathi and G Holi “Segmentation and Analysis of Knee”, IOP Conference Series: Earth and Environmental Science, Volume 704, International Symposium of Geoscience, Oil & Gas Engineering, Sustainable and Environmental Technology 2020, 19-20 December 2020, Yogyakarta, Indonesia. Citation S A Revathi and G Holi 2021 IOP Conf. Ser.: Earth Environ. Sci.704 012047. Doi:10.1088/1755-1315/704/1/012047 [Scopus, SJR Indexed, SJR 0.175, H Index 26].
• Revathi S A, Ganga Holi, Srikanta Murthy K, “Cartilage Segmentation of Knee Osteo-Arthritis from Magnetic Resonance Images(MRI)”, 2018 IEEE Second international conference on advances in electronics, computer and communications (ICAECC-2018), DOI 10.1109/ICAECC.2018.8479529, Bengaluru, India, Feb 2018.  https://ieeexplore.ieee.org/document/7017365/ [Scopus indexed, WOS]
• Rangantha D, Ganga Holi, “Historical Document Enhancement using Shearlet Transform and Mathematical Morphological Operations”, Fourth International Conference on Advances in Computing, Communications and Informatics (ICACCI-2015), pp 303-307, Kochi, Kerala, August 2015, https://ieeexplore.ieee.org/document/7275625. [Scopus indexed, WOS]
• Rangantha D, Ganga Holi, “Hybrid Binarization Technique for Degraded Document Images”, IEEE International Conference on Advanced Computing, BMSCE, Bengaluru, India, pages 893-898, 2015, https://ieeexplore.ieee.org/document/7154834 [Scopus indexed, WOS]
• Revathi S A, Ganga Holi, “Segmentation of Knee Cartilages in Osteoarthritis using U-Net: Convolutional Neural Network and Age assessment of Patients”, International Journal of Engineering Research in Computer Science and Engineering (IJERCSE) Vol7, Issue10, October 2020. Doi : 01.1617/vol7/iss10/pid03714
• Ganga Holi, Lavanya M, Raviteja N, Sangeetha S, “The Virtual Eye: Object Detection and Classification System”, International Conference on Recent Trends in Computer Science and Information Technology ( ICRCSIT-20), June 17, 2020, Hyderabad, Paper ID 143, ISBN :978-93-80831-66-4.
• B, Ganga Holi, Srikanta Murthy K, “Secure Digital Image Watermarking technique Using Stationary Wavelet Transform and Singular Value Decomposition based on Scaling factor”, 2018 IEEE(43456) International Conference on Electrical, Electronics, Computers, Communication, Mechanical and Computing (EECCMC), 978-1-5386-3785-2/18/$31.00
• Vijayakumari G, Ganga Holi, “Automatic Detection of Joint Space in Osteoarthritis Patient and Severity Recognition: A Review”, Int. Conf on Current Research   & Applications in electrical Science, PDACE,   KALABURAGI, Oct 2016, pp 554-559.
• Ganga Holi, Srikanta Murthy K, Hemanth Kumar G, Riddhi J Shah, Swati D V, Sandhya B, “Application of Morphological Operations on Degraded Historical Document Image for Image Enhancement”, proceedings of WASET International Conference on Digital Image Processing”, Rome Italy, 28-30 April 2010. PP 944-947.
• Ganga Holi, Srikanta Murthy K, Hemanth Kumar G, Nitin N, Pavan Kulkarni and Suman Bharadwaj, “An Effective Technique to Enhance the Degraded Documents Using Singular Value Decomposition and Adaptive Thresholding”, 16th Korea-Japan joint Workshop on Frontiers of Computer Vision – FCV, Feb 2010 pp.52-56, Japan.