Dr. N. JAYANTHI

Record of service in DTU/DCE From Date of joining as permanent faculty:

Record of academic service prior to joining DTU/DCE:

a) Signals and Systems

 b) Communication Systems

 c)  Machine Learning

 c) Image Processing

 d) Pattern Recognition

 e) Data analytics

1. Member -IEEE

2. Life Member -IUPRAI

3. Secretary - IEEE ITSS

Research Publications

International Journal

1. Rani, Rekha, N. Jayanthi, and Anup Kumar Mandpura. "Power Allocation and CAR Optimization in Multiuser Dual-Hop RF/FSO DF Relaying Systems With Channel Estimation Error." IEEE Transactions on Green Communications and Networking 9.4 (2025): 1513-1523.

2. Rani, Rekha, et al. "Pointing error influence on the performance of dual-hop radio frequency/wireless optical communication system over Nakagami-m/Fisher-Snedecor turbulence channels." Photonic Network Communications 49.2 (2025): 3.

3. Rani, Rekha, N. Jayanthi, and Anup K. Mandpura. "Optimal Power Allocation and CAR in Multiuser Dual?Hop RF/FSO DF Relaying Systems With CDF?Based Scheduling." International Journal of Communication Systems 38.16 (2025): e70280.

4. Bhatt, Kavita, N. Jayanthi, and Manjeet Kumar. "FHESA: fourier decomposition and hilbert transform based EEG signal analysis for Alzheimer’s disease detection." Physical and Engineering Sciences in Medicine 48.4 (2025): 2043-2058.

5. Ahirwal, Neetu, N. Jayanthi, and Anup Kumar Mandpura. "Fairness-Based User Scheduling and Performance Optimization in Energy Harvesting Cognitive Network." Electronics 14.17 (2025): 3459.

6. Ghosh, Tanima, and N. Jayanthi. "Impact of preprocessing techniques on MRI-based brain tumor detection." Multimedia Tools and Applications (2025): 1-20.

7. Rani, Rekha, N. Jayanthi, and Anup Mandpura. "Power Allocation & CAR Optimization in Multiuser Dual-hop RF/FSO DF Relaying Systems with Channel Estimation Error." IEEE Transactions on Green Communications and Networking (2025).

8. Bhatt, Kavita, N. Jayanthi, and Manjeet Kumar. "A two-stage ensemble approach for the analysis of Parkinson’s Disease using speech signals." Multimedia Tools and Applications (2025): 1-21.

9. Ghosh, Tanima, and N. Jayanthi. "Multimodal fusion of different medical image modalities using optimised hybrid network." International Journal of Ad Hoc and Ubiquitous Computing 48.1 (2025): 19-33.

10. Lakshmanan, M., Rekha Rani, and N. Jayanthi. "Unified Performance Analysis of Dual-Hop Radio Frequency/Free Space Optical System." Wireless Personal Communications (2024): 1-21.

11. Rani, Rekha, N. Jayanthi, and Anup K. Mandpura. "Performance Analysis of Free Space Optical System Over Inverse Gaussian Gamma Turbulence Channel." Transactions on Emerging Telecommunications Technologies 35.11 (2024): e70009.

12. Ghosh, Tanima, and Jayanthi N. "Performance analysis of multimodal medical image fusion using AMT-DWT-based pre-processing and customized CNN for denoising." Multimedia Tools and Applications (2024): 1-33.

13. Ghosh, Tanima, and N. Jayanthi. "An efficient Dense-Resnet for multimodal image fusion using medical image." Multimedia Tools and Applications 83.26 (2024): 68181-68208.

14. Jayanthi, N., et al. "Length and width of low-light, concrete hairline crack detection and measurement using image processing method." Asian Journal of Civil Engineering 25.3 (2024): 2705-2714.

15. Bhatt, Kavita, N. Jayanthi, and Manjeet Kumar. "High-resolution superlet transform based techniques for Parkinson's disease detection using speech signal." Applied Acoustics 214 (2023): 109657.

16. Jain, Piyush, N. Jayanthi, and M. Lakshmanan. "ABER of M-QAM and K-PSK modulations over double-GG fading channel." International Journal of Electronics (2022): 1-21. Taylor and Series. https://doi.org/10.1080/00207217.2022.2068196
17. Jain, Piyush, N. Jayanthi, and M. Lakshmanan. "Closed Form Expressions of AC and SER for Double GG Fading Distribution under EGC Scheme in FSO Communication System." Wireless Personal Communications (2022): 1-20.Springer
18. Speech and gesture analysis: a new approach Jayanthi Natarajan ,Utkarsh Bajaj, Dishant Shahi1, Rohan Soni, Tarun Anand, Multimedia Tools and Applications https://doi.org/10.1007/s 11042-022-12685-7, Springer nature.
19. Driver Fatigueness Detection System using Arduino, International Journal of Scientific Research in Engineering and Management (IJSREM), Volume: 05 Issue: 05 | May – 2021, ISSN: 2582-3930 
20. Jayanthi, N., Vishal Rajput, and S. Indu. "Underwater haze removal using contrast boosted grayscale image." Multimedia Tools and Applications (August 2020): 1-20. https://doi.org/10.1007/s11042-020-09429-w, # Springer Science+Business Media, LLC, part of Springer Nature 2020 (SCI Indexed) https://link.springer.com/article/10.1007/s11042-020-09429-w
21. Amreen Kaur, Ankit Raj, N. Jayanthi, S.Indu. (2020). Algorıthm For Manuscrıpt Groupıng Indıcatıve Of Tıme Perıod, Regıon, And Language. International Journal of Advanced Science and Technology, volume 29(7), 11805 - 11824. Retrieved from http://sersc.org/journals/index.php/IJAST/article/view/27853 (Scopus Indexed)
22. Prakhar Prakash, N.Jayanthi and Vyom Garg“Underwater Image Enhancement : A Review”Journal of Emerging Technologies and Innovative Research,( UGc approved journal), Volume6, Issue6,June 2019.
23. Natarajan Jayanthi, and Indu Sreedevi. ”Enhancement of ancient manuscript images by log based binarization technique.” AEU-International Journal of Electronics and Communications 75 (2017): 15-22.,Elseiver. https://www.sciencedirect.com/science/article/pii/S1434841117305095
24. Natarajan Jayanthi and Indu Sreedevi, ”GCS Decolour Based Binarization of Historical Manuscripts”,International Journal of Control Theory and Applications ISSN : 0974-5572 International Science Press Volume 10 p-(337-342)
    Number 30 2017.
25.  S.Raghavan and N.Jayanthi “ Design of Planar Inverted –F Antenna for Wireless Applications”  WSEAS  Transactions on Communications. pp 863-872 Issue 8, Volume 8. August 2009.
26.  Indu Sreedevi, Rishi Pandey, N. Jayanthi, Geetanjali Bhola, and Santanu Chaudhury,” NGFICA Based Digitization of Historic Inscription Images”, Hindawi Publishing Corporation, ISRN Signal Processing, Volume 2013, Article ID 735857, 7 pages.
27. N. Jayanthi, Abhilash Gaur and S. Indu “A Novel Approach for Text Extraction from Natural Scene Images” I J C T A, 9(19) 2016, pp. 9063-9069 © International Science Press
28. N. Jayanthi, Prateek Tripathi, Snigdhaa Hasija and S. Indu “Novel Method for Ancient Indian Coins Classification” I J .C T A, 9(20), 2016, pp. 347-355 © International Science Press
29. N.Jayanthi, “ Design of Horse Shoe Patch Antenna for Wireless Applications”, International Journal of Advanced Production and Industrial Engineering, Volume 3, Issue 1 (ISSN 2455 – 8419) , IJAPIE-2018-01-124, Vol 3 (1), 14-16
30. N.Jayanthi, “ Object Detection and Tracking in Real Time Video Stream”, International Journal of Advanced Production and Industrial Engineering, Volume 3, Issue 1 (ISSN 2455 – 8419), IJAPIE-2018-01-124, Vol 3 (1), 32-34
31. N.Jayanthi, S.Indu “Comparison of Image Matching Techniques”, International Journal of Latest Trends in Engineering and Technology,Vol.(7)Issue(3), pp. 396‐401, DOI: http://dx.doi.org/10.21172/1.73.052, 

International Conference

1. Rani, Rekha, N. Jayanthi, and Anup Mandpura. "Outage Performance Analysis and Power Allocation in Multiuser RF/FSO Relaying System with Proportional Fair Scheduling." 2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT). IEEE, 2024.

2. Bhatt, Kavita, N. Jayanthi, and Manjeet Kumar. "Automatic Detection of Parkinson’s Disease using EEG Signals: A Machine Learning Approach." 2024 IEEE International Conference on Interdisciplinary Approaches in Technology and Management for Social Innovation (IATMSI). Vol. 2. IEEE, 2024.

3. Ahirwal, Neetu, Anup Mandupura, and N. Jayanthi. "Quality Based Feedback Scheme for Wireless Cognitive Radio Network in Rayleigh Fading Channels." 2024 Fourth International Conference on Advances in Electrical, Computing, Communication and Sustainable Technologies (ICAECT). IEEE, 2024.

4. Ghosh, Tanima, and N. Jayanthi. "Enhancing Sustainable Development in Medical Image Fusion Using Proposed (EBCE) with DWT." International Conference on Sustainable Development through Machine Learning, AI and IoT. Cham: Springer Nature Switzerland, 2023.

5. Sharma, Dhruv, S. Indu, and N. Jayanthi. "A Review on Recent Encoder-Decoder Architectures for Drivable Region Detection and Segmentation." 2023 5th International Conference on Energy, Power and Environment: Towards Flexible Green Energy Technologies (ICEPE). IEEE, 2023.

6. Bhatt, Kavita, N. Jayanthi, and Manjeet Kumar. "Machine Learning Based Optimal Feature Selection Technique for Early Stage Prediction of Alzheimer's Disease." 2023 Third International Conference on Secure Cyber Computing and Communication (ICSCCC). IEEE, 2023.

7. Sharma, Dhruv, S. Indu, and N. Jayanthi. "Lane-Line Segmentation Using YOLOv7." 2023 2nd International Conference on Vision Towards Emerging Trends in Communication and Networking Technologies (ViTECoN). IEEE, 2023.

8. Agarwal, Muskan, S. Indu, and N. Jayanthi. "An Approach to the Classification of Ancient Indian Scripts Using the CNN Model." International Conference on Women Researchers in Electronics and Computing. Singapore: Springer Nature Singapore, 2023.

9. Ghosh, Tanima, and N. Jayanthi. "Image Fusion and its Denoisation by using a New Fusion Rule." 2022 Third International Conference on Intelligent Computing Instrumentation and Control Technologies (ICICICT). IEEE, 2022. https://ieeexplore.ieee.org/document/9917998.

10. Himani Bhatheja; N. Jayanthi .Detection of Cotton Plant Disease for Fast Monitoring Using Enhanced Deep Learning Technique, 2021 5th International Conference on Electrical, Electronics, Communication, Computer Technologies and Optimization Techniques (ICEECCOT), DOI: 10.1109/ICEECCOT52851.2021. 10-11 Dec. 2021 https://ieeexplore.ieee.org/document/9708045

11. M. A. Qureshi, M. Gautam, K. Pal and N. Jayanthi, "Automatic Image Colorization with Convolutional Neural Networks," 2021 Asian Conference on Innovation in Technology (ASIANCON), 2021, pp. 1-4, doi: 10.1109/ASIANCON51346.2021.9544799.     https://ieeexplore.ieee.org/document/9544799
12. Ghosh, Tanima, and Dr N. Jayanthi. "Medical Image Fusion: A Critical Review." Dr. N. Jayanthi, Medical Image Fusion: A Critical Review (July 15, 2021). International Conference on Advances in Science, Technology and Management-2021 (ICSTM-2021). 2021
13. Patro S, Goyal T, Anand V, Jayanthi N. Ranking Countries by Perception of Indigenous Companies: A Social Media Rank Metric. In Emerging Technologies in Data Mining and Information Security 2021 (pp. 223-232). Springer, Singapore. https://link.springer.com/chapter/10.1007/978-981-15-9927-9_22
14. Jain P, Jayanthi N, Lakshmanan M, Sharma T, Saini S. BER Analysis of PolSK Modulation for FSO Communication System with Generalized Pointing Error over Double GG Turbulence Channel. In 2021 International Conference on Advance Computing and Innovative Technologies in Engineering (ICACITE) 2021 Mar 4 (pp. 1-5). IEEE.
15. Jayanthi, N., et al. "Classification of ancient inscription images on the basis of material of the inscriptions." 2021 3rd International Conference on Signal Processing and Communication (ICPSC). IEEE, 2021. 
16. Jain P, Lakshmanan M, Trivedi S, Singh T, Jayanthi N. Bit Error Rate Analysis of K-PSK Modulation with OFDM RoFSO System over Double Generalized Gamma Turbulence Channel. In2020 2nd International Conference on Advances in Computing, Communication Control and Networking (ICACCCN) 2020 Dec 18 (pp. 578-581). IEEE.
17. Preity and N. Jayanthi, "A Segmentation Technique of Retinal Blood Vessels using Multi-Threshold and Morphological Operations," 2020 International Conference on Computational Performance Evaluation (ComPE), Shillong, India, 2020, pp. 447-452, doi: 10.1109/ComPE49325.2020.9200042. (18^th September 2020).
18. Kaur, A., Raj, A., Jayanthi, N., & Indu, S. (2020, July). Inpainting of Irregular Holes in a Manuscript using UNet and Partial Convolution. In 2020 Second International Conference on Inventive Research in Computing Applications (ICIRCA) (pp. 778-784). IEEE. ( published September 2020).
19. A.Sabah Afroze  R.Tamilselvi   M.Parisa Beham  and N.Jayanthi ,“Extraction of Power from Biological Parameters to charge the Implantable Devices” International Conference on signal proceesing , Vlsi and Communication Engineering organized during 28-30 March, 2018 at Delhi Technological University, Delhi, India.
20.  Vishal, N.Jayanthi and S.Indu,”Document Analysis and Recognition workshop in Indian Conference on Computer Vision graphics and Image Processing, 2018 held at IIIT hyderabad, 18-20 December 2018.
21. N.Jayanthi, Joy Sengupta, Amanveer Jaggi,Joy Alexander and Chris Regy ,“ Driver Safety Assistance System Using Augmented Reality and 4WS Approach” International Conference on signal proceesing , Vlsi and Communication Engineering organized during 28-30 March, 2019 at Delhi Technological University, Delhi, India.
22. Piyush Jain, Jayanthi.N, Lakshmanan. M, Akshit Saxena, Atyant Jain, “Outage Probability and Average Capacity Analysis over α-μ Distribution in Free Space Optical Communication Systems”, International Conference on Vision Towards Emerging Trends in Communication and Networking (ViTECoN), 978-1-5386-9353-7/19/$31.00 ©2019 IEEE.
23. N.Jayanthi and Diksha Gupta “Flash ADC using Dynamic Comparator with Adiabatic logic” in International Conferenceon Recent Innovation and Trends in Engineering Technology And Research organized during 23-24 December, 2017 at Poornima College of Engineering, Jaipur, India.
24. N.Jayanthi, “Non-Invassive EEG implementation Via Neurofeedback” in International Conferenceon Recent Innovation and Trends in Engineering Technology And Research organized during 23-24 December, 2017 at Poornima College of Engineering, Jaipur, India.
25. N.Jayanthi, “Word Spotting Using HOG Descriptor” in International Conference on Recent Innovation and Trends in Engineering Technology And Research organized during 23-24 December, 2017 at Poornima College of Engineering, Jaipur, India.
26. N.Jayanthi, “ Ancient Coins Classification” in International Conference on Recent Innovation and Trends in Engineering Technology And Research organized during 23-24 December, 2017 at Poornima College of Engineering, Jaipur, India.
27. Jayanthi, N., and S. Indu. "Application of Gaussian as Edge Detector for Image Enhancement of Ancient Manuscripts." IOP Conference Series: Materials Science and Engineering. Vol. 225. No. 1. IOP Publishing, 2017.
28. Jayanthi, N., and S. Indu. "Inscription Image Retrieval Using Bag of Visual Words." IOP Conference Series: Materials Science and Engineering. Vol. 225. No. 1. IOP Publishing, 2017.
29. Jayanthi Natarajan, Indu S, Prateek Tripathi, Prashant Gola “Novel Method for Manuscript and Inscription Text “3rd International Conference on Signal Processing and Integrated Networks (SPIN 2016)” Amity School of Engineering and Technology, Noida held on 11-12 feb 2016.
30. N. Jayanthi, “Digitalization of Ancient Manuscript & Inscripts – A Reviews” in proceedings of International conference on Advances in Computing and Data Sciences (ICACDS 2016) Department of Computer Science & Engineering, Krishna Engineering College, Ghaziabad, Uttar Pradesh, India during 11^th November, 2016. https://www.springerprofessional.de/en/digitization-of-ancient-manuscripts-and-inscriptions-a-review/13321830
31. N. Jayanthi, Ayush Tomar, Aman Raj, S. Indu and Santanu Chaudhury “Digitization of Historic Inscription Images using cumulants based Simultaneous Blind Source Extraction” ICVGIP ’14, December 14-18, 2014, Bangalore, India
32. Jimmy Gautam and N. Jayanthi “Design of stacked miniaturized slotted antenna with enhanced bandwidth for WiMAX application” International Conference on Signal Processing and Integrated Networks (SPIN), 2014    20-21 Feb. 2014. (IEEE Explorer page 663-666)

National Conference

1. Indu Sreedevi, Rishi Pandey, N. Jayanthi, Geetanjali Bhola, and Santanu Chaudhury,” Enhancement of Inscription Images” published in Ninteenth National conference for communication organised during feb 14-17 at IIT Delhi.(ACM 978-1-4673-5952/13/ 2013 IEEE…)
2. N.Jayanthi, Prakhar Prakash, Underwater Image Enhancement A Review, Published in Proceedings of National conference on innovative and emerging trends in Engineering Technology IETET-19 at ADGITM, Delhi from 18^th to 19^th April 2019.

     Book Chapter
 

1. Himani Bhateja and N.Jayanthi, Transfer Learning and Fine Tuning Based Early Detection of Cotton Plant Disease, 1st International Conference of Machine Intelligence and System Sciences (MISS-2021), https://books.aijr.org/index.php/press/catalog/book/120/chapter/1342.
2. Patro S, Goyal T, Anand V, Jayanthi N. Ranking Countries by Perception of Indigenous Companies: A Social Media Rank Metric. In Emerging Technologies in Data Mining and Information Security 2021 (pp. 223-232). Springer, Singapore. 29.6.2021
3. Jayanthi, N. "Retinal vessels extraction using maximum principle curvature." Recent Trends in Communication and Electronics. CRC Press, 2021. 140-144.
4. Kumar A, Bhowmick S, Jayanthi N, Indu S. Improving Landmark Recognition Using Saliency Detection and Feature Classification. In Digital Techniques for Heritage Presentation and Preservation 2021 (pp. 157-175). Springer, Cham.
5. . Rajput, V., Jayanthi, N., & Indu, S. (2018, December). An Efficient Character Segmentation Algorithm for Connected Handwritten Documents.  Published in the book Document Analysis and Recognition DAR 2018 (pp. 97-105). Springer, Singapore 
6. . S.Indu and Santanu Chaudhury , ”Processing of Historic Inscription Images” book chapter  published in the book Digital Hampi: Preserving Indian cultural Heritage IDH by Springer publishers. https://link.springer.com/chapter/10.1007%2F978-981-10-5738-0_15

Awards

1. Awarded with “Commendable Research Award” for excellence in research as a recognition for the research during the year 2017 in Research Award ceremony held on 21^st March, 2018 at DTU, Delhi.

2. Awarded with “Commendable Research Award” for excellence in research as a recognition for the research during the year 2020in Research Award ceremony held on 15^th Feb, 2021 at DTU, Delhi.

3. Awarded with “Commendable Research Award” for excellence in research as a recognition for the research during the year 2023 in Research Award ceremony held on 5^th Sep, 2023 at DTU, Delhi.

4. Awarded with Sponsored research project award for the project Development of Framework for Imaging, Restoring and Archiving Inscriptions and Manuscripts sponsored by DST, Govt. of India, in Research Award ceremony held on 19^th Sep, 2025  at DTU, Delhi.

Research Projects

On Going Project

1. Co-Principal Investigator for IIT Jodhpur-sponsored project on  “Digitizing Manuscripts at the Indira Gandhi National Centre for the Arts and Facilitating Online Access to Digitized Document.’’ Amount: Rs 60 Lakhs.

Completed project

1. Co-Principal Investigator for DST Sponsored Project on Development of frame work for imaging, restoring and archiving inscription and manuscript Sponsored by DST 2019-2022- Rs 26 Lakhs.
2. Co-Principal Investigator for DST Sponsored Project on "Development of OGC standards based sensor network for Intelligent traffic management "Amount: Rs 20 Lakhs, Duration: 36 Months.(2011-2014)

Conference/Seminar/Symposia/Workshops - Conducted

Conference/Seminar/Symposia/Workshops - Attended

Ph.D. Guidance

Guided: 4

Guiding: 4

1. Co-chairperson - Technical Council:  Jan 2024 to Jan 2026

2. Website Coordinator, Co-coordinator Lecture Series- ECE department

3. DPC Member - ECE Dept. , PRO office and DTU studio

4. DRC Member-  Department of ECE,  Department of Environmental Engineering