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Brief bio:        Research Grants Fetched :

Start up Grant from NIVEDI September 2023 :Received a grant of Rs 3 lakhs from the Indian Council of Agricultural Research (ICAR) under the NEO: Encouraging Idea Stage Entrepreneurs to Work on their Innovative Ideas to Prototype program. We have incubated in DSATM with a start up Name LNS FarmerInfo LLP- 2023 .
• As a coordinator and PI of UBA got Rs 100000/- Grant on 1-3-2024 project (No. RP-03525G) under UBA 2.0. Project Titled "Establishment of micro hydro power plant in water stream for rural applications"Submitted Under Subject Expert Group Rural Energy Systems .
• VTU Research Grants: Principal Investigator for the Project entitled “ Gait based Unauthorized Recognition for Covert Security System” sanctioned with a grant of Rs 07.23 lakhs in 2010-11 in DSCE VTU/Aca./2020-11/A-9/11376.
• Karnataka State Council for Science and Technology Research Grants: Under 34th series: 2010-2011 for the project entitled “ Automatic Localization of Backward Collision of Vehicles Using a camera”,Ref No-34S0599
• The Free Scale Cup Kit project sanctioned by Shenoy Systems ,Government of India
• Karnataka State Council for Science and Technology Research Grants: Under 41th series:41S_BE_0388, 2017-2018 for the project entitled “ Developing an IOT Based Controller to enhance Process performance of Conventional Drilling
Machine.
• Karnataka State Council for Science and Technology Research Grants: Under 43rd series:43S_BE_3005, 2019-2020 for the project entitled “ Women in Armour( An IOT BasedWomen Safety Device) stream A
• Unnath Bharath Abhiyan – Principal Investigator at DSATM -2019-20 -Rs 50000/-
Mcafee Research Scholar programme – Extent of AI Usability on Games : Rs50000/- 2019-20

Awards:
• Awarded for best paper in the International Conference on Recent trends in Machine learning, IOT,smart Cities & Applications (ICMISC 2022) held in CMR Institute of Technology, Hyderabad, Telangana, India on 28th March 2022.
• Felicitated on International Women's Day being organized by State Centre of The Institution of Engineers (India) ,Karnataka State Centre on Tuesday, 8th March 2022 at 10.30 am at Institution premises.
• Dr. C. Nandini was awarded with “Dr. APJ Abdul Kalam Teacher’s Excellence Award-2020”, from Shikshak Kalyan Foundation in association with AICTE in Constitution of India Club , New Delhi
• Dr. C. Nandini was awarded with “Women Research Award” by VDGOOD International Scientist Awards 2021
• Awarded from Computer Society of India in recognition of Significant Contribution to the CSI Activities –“Paper presenter at International Conference” Region V- 2017-19.
• HOD of the year Award 2019 by Institute of Scholars Insc , Unit of SDPL.www.insc.in
• Awarded For Research Publications by VGST, Government of Karnataka for FY: 2016-17.
• Awarded for Research excellence in Indo-American education summit 2016 for Educational excellence awards.
• Awarded best paper presented /Best Content in the International Conference held in Kuala Lumpur, Malaysia, on 1-8-2016 from IIER
• Rajiv Gandhi Education Excellence Award for outstanding achievements in the field of Education October 2013.
• Recognized as Indian Researcher by Washington DC News.net., Air BBC and Others in june 2008.
• Article “Walking in style” was published in The Science news Telegraph on June 23rd 2008 Calcutta.
• Awarded best paper presented in the International Conference held in Hyderabad jan 2006.
• Biographical reference Recognized in Marquis who’s Who in the World


PATENTS FILED AND GRANTED:

• Patent Granted on 20-3-24, Titled “Quantum visual Cryptography with
multimodal based Biometric encryption system for data security in – IOT system” - Indian patent
• Patent Granted on 19-7-2023 , Titled “Authentication and Generation of Cryptography Key using Gait Biometric Features”- Indian patent

• Artificial Interlligence Rule based Visual Crypto Steganography Method for Secure Data Communication in IoT System Using Block Chain Technology, 202141028988A, 09/07/2021
• System and Method for Handling Degradation in Character Recognition, 202141010390, 12/03/2021
• Appl No:202041011861A- Quantum Visual Cryptography with multimodal based biometric encryption System for Data Security in IOT System 15-05-2020 .( DSATM )
• Appl No:202041008031-High Speed and Secure Back propagation Learning using Upright Partioned Data With IOT -06-03-2020.
• Appl No:201741020865A – Method, System and Apparatus for Determining Retouched Regions on Facial Images using Hierarchical learning Techniques.-21-12-2018.
BOOK CHAPTER
• Shiva Sumanth Reddy, and C. Nandini. “A Framework with IOAHT for Heat Stress Detection and Haemoprotozoan Disease Classification Using Multimodal Approach Combining LSTM and CNN.” Proceedings of International Conference on Recent Trends in Computing, Springer Nature Singapore, 21 March 2023, pp. 281–295.DOI: 10.1007/978-981-19-8825-7_25.
https://link.springer.com/chapter/10.1007/978-981-19-8825-7_25
• Jahnavi. S and C Nandini “Multifold Secured Bank Application Authentication Service Using Random Visual Cryptography and Multimodal Steganography with Blockchain Technology” Proceedings of 3rd International Conference on Recent Trends in Machine Learning, IoT, Smart Cities and Applications ,ICMISC 2022, Springer – February 2023 ,Pages 119-135,Print ISBN 978-981-19-6087-1.
• C. Nandini and Jahnavi. S “Quantum Cryptography and Blockchain System: Fast and Secured Digital Communication System” in Data Engineering and Intelligent Computing pp 453-46, proceedings of ICICC 2020, ISBN: 978-981-16-0170-5, Springer- May 2021.

PRODUCT DEVELOPMENT
• Product Development Using IOT in association with Apogee Tech Global Inc
• Print F( )

Students Advisor
Doctoral programme:

1. Dr. Mohammed Tajuddin - Ph.D candidate ( Awarded 2018)

2. Dr. Meenakshi Sundaram - Ph.D candidate (Awarded 2019)
Pursuing:
3. Mr. Anoop G. L - Ph.D candidate (Open Seminar 2 Completed)
4. Mr. Shiv sumanth Reddy - Ph.D candidate (colloquium Completed)
5. Ms. Janhavi S - Ph.D candidate (colloquium Completed)
6. Mr. Girish N - Ph.D Candidate (colloquium Completed)
7. Mrs. Manasa Sandeep - Ph.D Candidate (Pre Ph.d comprehensive Viva Completed)
8. Mrs. Shilpa M - Ph.D Candidate (Pre Ph.d comprehensive Viva Completed)
Invited Presentations and Talk
• Hands on Workshop in Digital Image Processing Techniques using MAT LAB at
Acharya Institute of Technology on 22-10-2019
• Cyber security & Cybercrimes at BMSCE, Bengaluru on 25th Aug 2018, from IIIE-BC-12-Council Meet.
• Delivered Two Day Faculty Development Programme on” Avenues in Image Processing & Pattern Recognition Techniques for Research Program”, January 27th- 28th 2016 in DSATM, Bangalore-82
• Invited Speaker at SJBIT, Bangalore for Faculty development Programme, July 26th 2010.

Courses Thought
Internet of Things Computer Organisation
Digital Image Processing Operating Systems
Information and Network security Pattern Recognition
Artificial Intelligence & Expert System Advanced Microprocessor
Microprocessor Embedded computing systems
Data Compression Computer Programming in C
Analog & Digital Electronic Circuits Data Structures using C


International Journal Publications
1. Nandini, C., and Shiva Sumanth Reddy. “Detection of Communicable and Non-Communicable Disease Using Lenet-Bi-Lstm Model in Pathology Images.” International Journal of System Assurance Engineering and Management, springer India- 2022, doi:10.1007/s13198-022-01702-5. (Q3 journal)
2. Reddy, S.S. and Nandini, C. (2022), "Detection of communicable and non-communicable diseases using hyperparameter optimization with Bi-LSTM model in pathology images", International Journal of Intelligent Computing and Cybernetics, Vol. ahead-of-print No. ahead-of-print. Emerald Publishing Limited
2023. (Q2 journal )https://doi.org/10.1108/IJICC-11-2021-0260
3. Jahnavi, S., Nandini, C. Secure two fold transmission of features using
multimodal mask steganography and naive based random visual cryptography system. International Journal of System Assurance Engineering and Management (2022). Volume 14, Issue 6
https://doi.org/10.1007/s13198-022- 01701-6. (Scopus Indexed, Springer publications)-Q
4. Jahnavi. S and C Nandini, "Hybrid Hyper Chaotic Map with LSB for Image
Encryption and Decryption“, Scalable Computing: Practice and Experience, ISSN1895-1767, Volume 23, Issues 4, pp. 181–191, Dec 22, 2022 DOI 10.12694/scpe.v23i4.2018. (Scopus)-Q2
5. N.Girish, C. Nandini ,” Inter-Frame Video Forgery detection Using UFS-MSRC Algorithm and LSTM Network” International Journal of Modelling, Simulation, and Scientific Computing 92023)2341013, World Scientific Publishing Company. DOI:10.1142/S1793962323410131.
6. Raj Kumar, Smitha, Altaf Raja Anuhya,Dr C Nandini“ Controlling Multiple Applications with Hand Gesture Using Convolution Neural Network”, International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.10, Issue 4, pp.e73-e78, April 2022
7. Dr C Nandini,Adrita choudhruy, shreyas, “Determination of Recipe by Analysis Of Various Ingredients”, International Journal of Research in Engineering, Science and Management, IJRESM, Volume 5, Issue 4, April 2022
8. Dr C Nandini ,Antara Mukherjee, Bhoomika “Smart Health Prediction System Using Machine Learning Techniques.”, International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.10, Issue 4, pp.e73-e78, April 2022, Impact factor: 7.97
9. Reddy, Shiva, et al. “Edge Boost Curve Transform and Modified ReliefF Algorithm for Communicable and Non Communicable Disease Detection Using Pathology Images.” International Journal of Intelligent Engineering and Systems, vol. 14, no. 2, 2021, (Q3 Journal)pp. 463–473, doi:10.22266/ijies2021.0430.42.
10. S. S. Reddy and C. Nandini, "Early Detection of Estrus and Heat stress using IoAHT and Analytics in Indian Cattle to overcome Repeat-Breading-Syndrome," 2019 1st International Conference on Advanced Technologies in Intelligent Control, Environment, Computing & Communication Engineering (ICATIECE), Bangalore, India, 2019, pp. 220-224, doi: 10.1109/ICATIECE45860.2019.9063780.

11. Rohan Agrawal, Rohan Rajesh Purundhar, Siddharth Mehta, Yash Bhalla, Dr. C. Nandini,Lyrebird: Voice-To-Text Note Making Automated Software with Speech Recognition, www.ijrpr.com ,ISSN 2582-7421,International Journal of Research Publication and Reviews Vol(2) Issue (7) (2021) Page 272-276.
12. Manasa Sandeep, C. Nandini, “An Extensive Survey on 3D Face Reconstruction based on Passive Method” in International Research Journal of Engineering and Technology (IRJET), Volume 8 Issue 12 December 2021
13. Girish , C Nandini ,”Detection of Frame Duplication Using Multi Scale Local Oriented Feature Descriptors” International Journal of Intelligent Engineering Systems(IJIES ), Vol.14, No3,2021, DOI:10.22266
14. Merikapudi, Sheshaish, Dr. Shrishail Math, Dr. C. Nandini, Dr. Mahammed Rafi, “A google net assisted cnn architecture combined with feature attention blocks and gaussian distribution for video face recognition and verification” International Journal of Electrical Engineering and Technology (IJEET) ,Volume 12, Issue 1, January 2021, pp. 30-42, Article ID: IJEET_12_01_004 .
15. Anoop G L, C. Nandini, “Classification of Rice Blast, Brown Spot,Leaf Blight and Hispa paddy Leaf diseases in Transformed YUV Color Space ”, Design Engineering ,ISSN:0011-9342,2021,issue: 7 pp 8055-8067.
16. Jahnavi, S. and Nandini C, Novel Multifold secured system by combining Multimodal Mask Steganography and Naive based Random Visual Cryptography system for Digital Communication, Journal of Computational and Theoretical Nanoscience, in an issue "Energy Efficient Computing Using Low Powered Techniques, Vol 17, Issue 12, Pg. No. 5279-5295, American Scientific Publishers, 2020. (SCOPUS Indexed)Q4
17. Seshaiah Merikapudi, Dr Shrishail Math ,Dr. C.Nandini, Dr Mahammed Rafi,”Face Recognition Using CNN Trained With Histogram Equalization Based Image Enhancement Scheme”International Journal of Molecular & Clinical Medicine ISSN 2515-8260, Volume 07, Issue 08,2020 page no 2940-2950.
18. Anoop G L, C. Nandini, “Rice crop yield prediction using multi-level Machine Learning Technique ”, Journal of Computational and Theoretical Nanoscience, Volume 17, Numbers 9-10, September/October 2020, pp 4280-4286(7)
19. Shilpa M, C.Nandini,”Breast Cancer Diagnosis and prediction Using Machine Learning Algorithm”,International Journal of Science & Research (IJSR) ,Research Gate Impactactor(2018):0.28SJIF(2019):7.583DOI:10.21275/SR20427091616, vol 9, issue4 , April 2020, page no 1653-1655.
20. Manasa Sandeep, C.Nandini,”Smart Acess to a Smart Home",International Journal of Science & Research (IJSR) ,Research Gate Impact factor(2018):0.28SJIF(2018):7.426 DOI:10.21275/ART20 203616, vol 8, issue12 , December 2019, page no 1664-1668.
21. Anoop G.L, C. Nandini, “Detection & Classification of Ring, Rust & Yellow Sugarcane leaf diseases”, International Journal of Engineering & Advanced Technolgy, IJEAT, ISSN 2249-8958, vol 8, issue 6 , Aug 2019, page no 3310-3315.
22. Girish N , C.Nandini,” A review on Digital Video Forgery Detection Techniques in Cyber Forensics”, Science, Technology & Development ,volume VIII Issue ,IX September 2019.page no 235-239, ISSN: 0950-0707
23. Jahnavi .S ,C.Nandini ,” A Naïve Based Share Generation Using Random Visual Crypto Technic”, International Journal of Innovative Technology & Exporing Engineering IJITEE, Vol 8, issue 12 , October 2019 . (SCOPUS Indexed)
24. ManasaSandeep, C. Nandini” IOT Based Smart Farming System”, International Research Journal of Engineering and Technology IRJET, vol 5 issue 9- Sep 2018,pp1033-1036, e- ISSN: 2395-0056.
25. Jahnavi S, C. Nandini, “ Digital Data Security using Visual Cryptography and Steganography Techniques : An Extensive Review”,Journal of Emerging Technologies and innovative Research(JETIR) september 2018, volume 5, Issue 9,pp212-218. ISSN- 2349-5162.(UGC)
26. Shilpa M, C. Nandini, “ Heart Disease and Diabetes Diagnosis using Predictive Data Mining”, International Research Journal of Engineering and Technology IRJET, vol 5 issue 9- Sep 2018 ISSN: 2395-0056.
27. Meenakshi sundaram, C. Nandini ,”ASRD:Algorithm for Spliced Region Detection in Digital Image Forensics, Springer International Publishing AG 2017 software engineering trends and tec Springer International Publishing AG 2017,R. Silhavy et al. (eds.), Software Engineering Trends and Techniques in Intelligent Systems,Advances in Intelligent Systems and Computing 575, DOI 10.1007/978- 3-319-57141-6_10.
28. Dr.Saravana kumar.R, Dr. C. Nandini” Affinity propagation with Background Knowledge using pairwise Constraints”,SSRG-IJCSE International Journal of computer science and Engineering-vol 4 issue 2- feb 2017.
29. Dr.Saravana kumar.R, Dr. C. Nandini” ,” A survey on the concepts and challenges of Big Data: Beyond the Hype”, Advances in computational sciences & Technology, ISSN 0973-6107, vol 10, no 5 (2017), pp.875-884.
30. C. Nandini, Shiva Sumanth Reddy, “Early Detection of Diseases in cattle to Increase the Yield”,International Journal of Recent Trends in Engineering & Research, IJRTER,vol2.Issue12: Dec2016, ISSN:2455-1457. Performance Measurement
31. Mohammed Tajuddin, C.Nandini, “ Multimodal Biometric to Generate the key for Data Security using Retina and Fingerprint Features ”,International Journal of Engineering sciences & Management, vol6, Issue 3, July-September 2016, ISSN:2277-5528.
32. C Nandini, Anoop g.l, “Classification and Grading the level of paddy Leaf Diseases using Multi Classifiers”, IIER,pp.27-31, ISBN978-93-86083-75-3, August1st 2016.
33. Mohammed Tajuddin, C.Nandini, “ Secured crypto Biometric System using Retina ”,International Advanced Research Journal in Science , Engineering & Technology, vol2, Issue 1, January 2015, ISSN:2393-8021.
34. Mohammed Tajuddin, C.Nandini, “Crypto Biometric Key Generation” International Journal of Engineering Research & Technology, vol3, Issue 14, January 2015, ISSN:2278-0181.
35. Meenakshi sundaram,C. Nandini,” Feature based Image Athentication using Symmetric surround Saliency mapping in Image Forensics", International journal of computer applications (0975-8887) vol 104-no13, oct 2014.
36. Meenakshi sundaram,C. Nandini,”Investigational study of Image Forensic Applications, Techniques and Research Directions “, International Journal of Emerging Technology and Advanced Engineering, ISSN 2250-2459, ISO 9001:2008 certified journal, volume 4,Isuue 8, August 2014.
37. Sonal N Kharecha,C. Nandini,”Human Gait Identification using Depth Gradient Histogram Energy Image”, International Journal of Engineering and Computer Science. ISSN: 2319-7242,vol3,issue6, june 2014,pp 6788-6794.
38. Mohammed Tajuddin, C.Nandini, “ More Secured cryptographic Key Generation through Retinal Biometric using EBI Algorithm”, International journal of Engineering Innovation & Research, vol3, Issue 5,2014, ISSN:2277-5668.
39. Springer Link “ An Agent –Based Negotiating System with Multiple Trust Parameter Evaluation across networks”. ICT and Critical Infrastructure : Proceedings of the 48th Annual Convention of Computer Society of India-Vol- I. Advances in Intelligent Systems and Computing volume 248,2014,pp 433-440. Author: C. Nandini, Mohammed Tajuddin.
40. Mohammed Tajuddin, C. Nandini,” Cryptographic Key Generation using Retina Biometric Parameter”, International Journal of Engineering and Innovative Technology (IJEIT),Volume3,Issue1,July 2013.ISSN:2277-3754.ISO 9001:2008 Certified.
41. Sonal Nimesh Kharecha,C. Nandini,C.N. RaviKumar,”Non-Intrusive Human Gait Authentication System for 2D and 3D Data”, International Journal of Automated Identification Technology (IJAIT) ,5(2),July- December 2013,pp 57-62.
42. C.Nandini, Sindu.K,”Gait Authentication Based on Fusion of Wavelets and Hough transforms “International Journal of Engineering & Technology, pp347-351, volume-2,March 2012,ISSN 2049-3444.
43. C.Nandini,Ashwini C, Medha Aparna, Nivedita Ramani, Pragnya Kini, Sheeba K,”Biometric Authentication by Dorsal Hand Vein Pattern”, “International Journal of Engineering & Technology, pp837-840, volume-2,No.5, May 2012,ISSN 2049- 3444.
44. C. Nandini,H. Ramakrishna, C. N. Ravi Kumar, N. Suhan Shetty,” A Novel Multimodal Biometric for Recognition by Combining Gait and Face”, International Journal of Computer Applications & Information Technology, Vol 1,issueIII, November 2012(ISSN:2278-7720).
45. C. Nandini, Pratul Mukhopadhyay, Tushar Tanmay, Saurabh Kumar Ranjan, Samvit Roy,“An Efficient Human Identification Using Gait Analysis”,IJRRCE vol.1,no.2,june2011,ISSN:2046-5130,Science Academy publisher, United Kingdom.
46. Dhanraj,C.Nandini,Mohammed Tajuddin,” An Enhanced Approach for Secret Key Algorithm based on Encryption Standard” IJRRCS vol.2,no.4,Aug2011,ISSN:2046-5130,Science Academy publisher, United Kingdom.