Jyotsna Singh

Jyotsna Singh

Head, Department of Management Studies

Qualification

B.Tech, M.Tech, Ph.D

Phone

+91 9205475032 / 9810469701

jyotsna.singh@nsut.ac.in

Prof. Jyotsna Singh received her B. Tech degree in Electronics from Harcourt Butler Technological Institute, Kanpur, India in 1995 and M. Tech degree in Signal Processing from Netaji Subhas Institute of Technology, Delhi University, Delhi, India, in 2001. She received her Ph. D degree in Electronics and Communication Engineering from the University of Delhi, India. She is working as Professor in Netaji Subhas University of Technology, New Delhi, India for the last 25 years. She is also holding other administrative responsibilities at NSUT as Director IQAC, Coordinator NIRF, Coordinator National Education Policy, Expert NBA. She is senior member of IEEE and life member of IETE. She has also been in the technical program committees of various international conferences such as INDICON, SPIN, ICACCI, CCAIS etc. She has published papers in more than 60 Journals and conferences. Home Page: https://jyotsna-singh.com/ Area of Research: Multimedia Signal Processing and its applications, Multimedia Security, Pattern recognition, Machine learning
Sr. No.	Name of the Ph. D Scholar	Title of Thesis
	Shilpa Dua	Passive Approaches for Detection of Digital Image Tampering
	Rohit Kumar Singh	Classical and Quantum Algorithm for Parameter Estimation and Restoration of Images
	Vishal Pandey	Higher Order Statistics for Image Analysis
	Neetu Singla	Forgery Detection in Multimedia Data
	Chirag Jain	Climate Aware Machine Learning Algorithm for stock Indices
	Himanshi Sharma	Small object detection and tracking
	Ritulika Ghosh Dastidar	Biomedical Signal Processing
Education: Ph.D., Electronics and Communication Engineering, University of Delhi, India (2013) Specialization: Speech Recognition, Digital Audio Watermarking and Steganography for Multimedia Security. M. Tech., Signal Processing, Netaji Subhas Institute of Technology (NSIT), Delhi University, Delhi, India (2001) B.Tech., Electronics, Harcourt Butler Technological Institute (HBTI), Kanpur, India (1995)
Professional Experience Professor, Department of Electronics and Communication Engineering Netaji Subhas University of Technology, New Delhi, India (2001–Present) Head, Department of Management Studies, NSUT Head, Department of IEV, NSUT Coordinator, Rankings (NIRF, QS, Times Higher etc.) since 2019. Director, Internal Quality Assurance Cell (IQAC) Netaji Subhas University of Technology, New Delhi, Inda (2023 to Present) Chairperson, CAS Screening committee (2024-2025)
Professional Affiliations Senior Member, IEEE Life Member, IETE
Contributions and Achievements Served on technical program committees for various international conferences, including INDICON, SPIN, ICACCI, and CCAI. Supervised numerous postgraduate dissertations and doctoral these. Actively involved in curriculum development and academic quality assurance at NSUT. Chairperson, Combined Management Admission Committee of NSUT, DTU , IGDTUW, IIIT and DPSRU Delhi (2021,2022). Deputy Superintendent, Examination, NSIT till 2019. Guided more than 200 B.Tech, M.Tech and Ph.D. Students.

Journal Articles

[J1] M. Raghav, A. Dubey, and J. Singh, “Hyperspectral Imaging for Detection and Classification of Plant Primary and Secondary Metabolites: A Review,” Phytochemical Analysis, vol. 37, no. 1, pp. 4–27, 2026, doi: 10.1002/pca.70029. [SCI/SCIE]

[J2] N. Singla, J. Singh, S. Nagpal, and B. Tokas, “HEVC Based Tampered Video Database Development for Forensic Investigation,” Multimedia Tools and Applications, vol. 82, no. 17, pp. 25493–25526, 2023, doi: 10.1007/s11042-022-14303-y. [SCIE]

[J3] N. Singla, J. Singh, and S. Nagpal, “Raven Finch Optimized Deep Convolutional Neural Network Model for Intra-frame Video Forgery Detection,” Concurrency and Computation: Practice and Experience, vol. 35, 2023, doi: 10.1002/cpe.7516. [SCIE]

[J4] N. Singla, S. Nagpal, and J. Singh, “A Two-Stage Forgery Detection and Localization Framework Based on Feature Classification and Similarity Metric,” Multimedia Systems, 2023, doi: 10.1007/s00530-023-01050-9. [SCI]

[J5] N. Singla, S. Nagpal, and J. Singh, “A Review on HEVC Video Forensic Investigation under Compressed Domain,” International Journal of Image, Graphics and Signal Processing, vol. 14, no. 5, pp. 44–57, 2022, doi: 10.5815/ijigsp.2022.05.04. [Scopus]

[J6] V. K. Pandey, J. Singh, and H. Parthasarathy, “Estimating the Moments of a Random Forcing Field of 2D Fluid from Image Sequences Using Energy Minimisation Method,” Arabian Journal of Mathematics, vol. 10, pp. 201–210, 2021, doi: 10.1007/s40065-020-00306-w. [Scopus]

[J6] S. Dua, J. Singh, and H. Parthasarathy, “Detection and Localization of Forgery Using Statistics of DCT and Fourier Components,” Signal Processing: Image Communication, vol. 82, 2020, doi: 10.1016/j.image.2020.115778. [SCI/SCIE]

[J7] S. Dua, J. Singh, and H. Parthasarathy, “Image Forgery Detection Based on Statistical Features of Block DCT Coefficients,” Procedia Computer Science, vol. 171, pp. 369–378, 2020, doi: 10.1016/j.procs.2020.04.038. [Scopus]

[J8] R. Singh, H. Parthasarathy, and J. Singh, “Quantum Image Restoration Based on Hudson–Parthasarathy Schrödinger Equation,” Quantum Information Processing, vol. 18, p. 351, 2019. [SCI/SCIE]

[J9] V. K. Pandey, J. Singh, and H. Parthasarathy, “Algebraic Technique for Computationally Efficient Hahn Moment Invariants,” Multidimensional Systems and Signal Processing, vol. 29, no. 4, pp. 1529–1552, 2018. [SCI/SCIE]

[J10] R. Singh, J. Singh, and H. Parthasarathy, “Estimating the Angular Dynamics of a Fan Window Stroboscope from Noisy Quantum Image Measurements,” Quantum Information Processing, vol. 17, no. 9, 2018, doi: 10.1007/s11128-018-2000-0. [SCI/SCIE]

[J11] V. Pandey, V. Saxena, and J. Singh, “Robust Optical Flow Estimation Using Tchebichef Moment Invariant Feature,” Arabian Journal for Science and Engineering, 2018. [SCI/SCIE]

[J12] J. Singh, “Tracking of Moving Object Using Centroid Based Prediction and Boundary Tracing Scheme,” International Journal of Image, Graphics and Signal Processing, vol. 9, no. 8, pp. 59–66, 2017. [Scopus]

[J13] G. Singh and J. Singh, “Adapted Non-Gaussian Mixture Model for Image Denoising,” Journal of Basic and Applied Engineering Research, vol. 4, no. 6, pp. 457–460, 2017.

[J14] J. Singh, P. Garg, and A. N. De, “Multiplicative Watermarking of Audio in DFT Magnitude,” Multimedia Tools and Applications, vol. 71, no. 3, pp. 1431–1453, 2014. [SCI/SCIE]

[J15] V. Verma and J. Singh, “Digital Image Watermarking Techniques: A Comparative Study,” International Journal of Advances in Electrical and Electronics Engineering, vol. 2, no. 1, pp. 173–184, 2013.

[J16] S. K. Singh and J. Singh, “Audio Watermarking Scheme in MDCT Domain,” International Journal of Electrical and Electronics Engineering, vol. 1, no. 3, 2013.

[J17] J. Singh, P. Garg, and A. N. De, “Audio Watermarking Based on Quantization Index Modulation Using Combined Perceptual Masking,” Multimedia Tools and Applications, vol. 59, no. 3, pp. 921–939, 2012. [SCI/SCIE]

[J18] J. Singh, P. Garg, and A. De, “Data Hiding in Audio Using Random Orthogonal Matrices,” Information Security Journal: A Global Perspective, vol. 19, no. 5, pp. 273–281, 2010. [Scopus]

[J19] R. Yadav, S. Yadav, and J. Singh, “Audio Watermarking Based on PCM Technique,” International Journal of Computer Applications, vol. 8, no. 2, pp. 24–28, 2010.

[J20] J. Singh and S. Garg, “Eigen Decomposition of Reed Muller Transform Using Kronecker Method,” International Journal of Computer Applications, vol. 10, pp. 1–7, 2010.

[J21] J. Singh, P. Garg, and A. De, “A Combined Watermarking and Encryption Algorithm for Secure VoIP,” Information Security Journal: A Global Perspective, vol. 18, no. 2, pp. 99–105, 2009. [Scopus]

Conference Publications (IEEE Format)

[C1] R. G. Dastidar and J. Singh, “Correlation-Driven Feature Prioritization for Stroke Prediction,” in Proc. International Conference on Computing, Sciences and Communications, 2026.

[C2] J. Singh, K. Thakur, U. Singh, and S. Nagpal, “YOLO Architectures for Enhanced Small Object Detection in Aerial Imagery,” in Proc. 2025 Eighth International Conference on Image Information Processing (ICIIP), 2025, doi: 10.1109/ICIIP68302.2025.11346390. [IEEE Xplore/Scopus]

[C3] T. Verma, J. Singh, Y. Bhartari, R. Jarwal, S. Singh, and S. Singh, “SOAR: Advancements in Small Body Object Detection for Aerial Imagery Using State Space Models and Programmable Gradients,” arXiv preprint arXiv:2405.01699, 2024.

[C4] A. Singh, J. Singh, and A. Ghosal, “Impact of Social Media on Stock Market: A Case of Sentiment Analysis Using VADER,” in Proc. 2022 International Conference on Machine Learning, Big Data, Cloud and Parallel Computing (COM-IT-CON), Faridabad, India, 2022, pp. 300–304, doi: 10.1109/COM-IT-CON54601.2022.9850668. [IEEE Xplore/Scopus]

[C5] N. Singla, J. Singh, and S. Nagpal, “Video Frame Deletion Detection Using Correlation Coefficients,” in Proc. 8th International Conference on Signal Processing and Integrated Networks (SPIN), Noida, India, 2021, pp. 796–799, doi: 10.1109/SPIN52536.2021.9565979. [IEEE Xplore/Scopus]

[C6] A. Singh and J. Singh, “Image Forgery Detection Using Deep Neural Network,” in Proc. 8th International Conference on Signal Processing and Integrated Networks (SPIN), Noida, India, 2021. [IEEE]

[C7] S. Dua, D. P. Shahi, J. Singh, and H. Parthasarathy, “Passive Copy-Move Forgery Detection Using Localized Intensity Feature,” in Proc. 11th International Conference on Computing, Communication and Networking Technologies (ICCCNT), Kharagpur, India, 2020, pp. 1–7, doi: 10.1109/ICCCNT49239.2020.9225329. [IEEE Xplore/Scopus]

[C8] R. K. Singh, J. Singh, and H. Parthasarathy, “Restoration of Poisson-Gaussian Noise Corrupted Images Using Euler-Maclaurin Approximation,” in Proc. 7th International Conference on Signal Processing and Integrated Networks (SPIN), Noida, India, 2020, pp. 553–558, doi: 10.1109/SPIN48934.2020.9070930. [IEEE Xplore/Scopus]

[C9] P. Tripathi and J. Singh, “Identifying Video Forgery Using Object Trajectory and Optical Flow,” in Proc. IEEE International Conference on Advances in Computing, Communication Control and Networking (ICAC3N), Greater Noida, India, 2020.

[C10] J. Singh and T. Kaleekal, “Facial Expression Recognition Using Higher Order Moments on Facial Patches,” in Proc. 10th International Conference on Computing, Communication and Networking Technologies (ICCCNT), IIT Kanpur, India, 2019.

[C11] J. Singh, A. Jaiswal, A. K. Sood, A. Dhillon, and D. Manchanda, “Portable Hand Gesture Recognition System for Generalized Sign Language,” in Proc. IEEE INDICON, Rajkot, India, 2019.

[C12] J. Singh and T. Kaleekal, “Facial Expression Recognition Using Hahn Moments on Facial Patches,” in Proc. IEEE International Conference on Recent Trends in Electronics, Information and Communication Technology (RTEICT), Bengaluru, India, 2019.

[C13] V. K. Pandey, J. Singh, and H. Parthasarathy, “Fractional Order Tchebichef Moment and Its Invariants,” in Proc. IEEE International Conference on Power Electronics, Intelligent Control and Energy Systems (ICPEICES), Delhi, India, 2018.

[C14] S. Dua, D. P. Shahi, J. Singh, and H. Parthasarathy, “Digital Image Forgery Detection Using JPEG Double Compression,” in Proc. CI Summit, Bangkok, Thailand, 2018.

[C15] J. Singh, A. Bajaj, A. Khanna, A. Mittal, and R. Karwayun, “Content Based Image Retrieval Using Color Coherence Vector,” in Proc. IEEE 8th International Advance Computing Conference (IACC), Greater Noida, India, 2018, pp. 290–295.

[C16] K. Lohia and J. Singh, “LP Constrained Softmax Loss for Handwritten Image Recognition,” in Proc. International Conference for Convergence in Technology (I2CT), Mangalore, India, 2018.

[C17] V. Chanalia, H. Parthasarathy, and J. Singh, “Analysis of Finite Word Length Effect in Two-Dimensional Volterra Filters,” in Proc. International Conference for Convergence in Technology (I2CT), Mangalore, India, 2018.

[C18] R. Singh, J. Singh, and H. Parthasarathy, “Time-Varying Image Restoration Using Extended Kalman Filter,” in Proc. IEEE INDICON, Coimbatore, India, 2018.

[C19] V. K. Pandey, A. Bajaj, J. Singh, and H. Parthasarathy, “Image Analysis Using Bateman Moment,” in Proc. India International Conference on Information Processing (IICIP), Delhi, India, 2016, doi: 10.1109/IICIP.2016.7975396.

[C20] S. Dua, J. Singh, and H. Parthasarathy, “Rotation Angle Estimation of an Image Using Least Square Method,” in Proc. 3rd International Conference on Signal Processing and Integrated Networks (SPIN), Noida, India, 2016, pp. 296–300, doi: 10.1109/SPIN.2016.7566707.

[C21] V. K. Pandey, J. Singh, and H. Parthasarathy, “Translation and Scale Invariance of 2D and 3D Hahn Moments,” in Proc. 3rd International Conference on Signal Processing and Integrated Networks (SPIN), Noida, India, 2016, pp. 255–259, doi: 10.1109/SPIN.2016.7566699.

[C22] J. Singh, “Image Compression Using Non-Separable Statistically Matched Wavelets,” in Proc. IEEE INDICON, New Delhi, India, 2015, doi: 10.1109/INDICON.2015.7443116.

[C23] J. Singh, P. Garg, and A. N. De, “Multiplicative Watermarking of Audio in Spectral Domain,” in Proc. QSHINE, Greater Noida, India, 2013.

[C24] V. Verma and J. Singh, “Digital Image Watermarking Techniques: A Comparative Study,” in Proc. ICAECE, Ghaziabad, India, 2013.

[C25] S. K. Singh and J. Singh, “Audio Watermarking in MDCT Domain,” in Proc. Second International Conference on Electronics and Communication Engineering (ECE), Hyderabad, India, 2011.

[C26] J. Singh, P. Garg, and A. N. De, “Watermarking of Unified Multimedia Data Types, Audio and Image,” in Proc. IEEE INDICON, Gandhinagar, India, 2010.

[C27] J. Singh, P. Garg, and A. De, “Audio Watermarking Based on Quantization Index Modulation Using Perceptual Masking,” in Proc. IEEE International Conference on Information and Multimedia Technology (ICIMT), Hong Kong, China, 2010, pp. 48–55.

[C28] J. Singh and A. Dubey, “MPEG-2 Video Watermarking Using Quantization Index Modulation,” in Proc. IEEE International Conference on Internet Multimedia Systems Architecture and Applications (IMSAA), Bangalore, India, 2010.

[C29] J. Singh and S. Garg, “Eigen Decomposition of Reed Muller Transform Using Kronecker Method,” in Proc. ACM International Conference on Futuristic Computer Applications, Bangalore, India, 2010.

[C30] D. Badwal and J. Singh, “Vector Quantization: Recent Advances in Speech Coding,” in Proc. International Conference on Information Processing, Bangalore, India, 2009.

[C31] J. Singh and A. De, “Simultaneous Audio Encryption and Watermarking Using Discrete Fractional Random Transform,” in Proc. 5th IASTED International Conference on Signal Processing, Pattern Recognition and Applications (SPRA), Innsbruck, Austria, 2008, pp. 72–75.

[C32] J. Singh and A. De, “Watermark Insertion in Audio Signal Using Amplitude Spreading Function,” in Proc. 10th International Symposium on Wireless Personal Multimedia Communications (WPMC), Jaipur, India, 2007, pp. 1101–1104.

Books/Book Chapters

[BC1] N. Singla, S. Nagpal, and J. Singh, “Frame Duplication Detection Using CNN-Based Features with PCA and Agglomerative Clustering,” in Communication and Intelligent Systems, LNNS, vol. 461, Springer, 2022, doi:10.1007/978-981-19-2130-8_31. [Scopus]

[BC2] C. Jain, R. Ghosh, and J. Singh, “Machine Learning Approach to Forecast Stock Markets in the Age of Climate Change,” in Investing for a Greener Planet, pp. 224–238, 2025, doi: 10.1201/9781003465751-13. [Scopus Book Chapter]

[BC3] C. Jain, R. Ghosh, and J. Singh, “Approach to Forecast Stock Markets in the Age of Climate Change,” in Investing for a Greener Planet: Addressing Climate Challenges Through Sustainable Finance and Green Investments, 2025. [Book Chapter]

Preprints / Technical Reports

[P1] T. Verma, J. Singh, Y. Bhartari, R. Jarwal, S. Singh, and S. Singh, “SOAR: Advancements in Small Body Object Detection for Aerial Imagery Using State Space Models and Programmable Gradients,” arXiv preprint arXiv:2405.01699, 2024.

Publications (Click to expand)

Research Publications

(i) Research Papers published in International Journals :
(a)    J. Singh, Parul Garg and A. De, "A Combined Watermarking and Encryption   Algorithm for Secure VoIP", Information Security Journal: A Global Perspective, vol. 18, No. 2, pp. 99- 105, 2009.

(b)    J. Singh, Parul Garg and A. N. De, “ Audio Watermarking Using spectral Modifications”,  International Journal of Signal Processing, Vol. 5, No. 4, pp. 297-301, 2009.

(c)    Singh J. and Garg S. , `` Eigen Decomposition of Reed Muller Transform using Kronecker method , " International Journal of Computer Applications (IJCA), No. 10, Article 1, pp. 1-7, 2010, published by foundation of Computer Science, USA.

(d) J. Singh, Parul Garg and A. De, " Data hiding in audio using Random Orthogonal  Matrices", Information Security Journal: A Global Perspective, Volume 19, Issue 5 2010 , pages 273 - 281.

(e) Ranjeeta Yadav, Sachin Yadav and Jyotsna Singh. “ Audio Watermarking Based on PCM Technique ”. International Journal of Computer Applications 8(2):24–28, October 2010.

(f) J.Singh, P. Garg and A.De, " Audio Watermarking based on Quantization Index Modulation using Combined Perceptual Masking, " accepted for publication in Multimedia tools and Applications, Springer, 2011.

(g) Santosh kumar Singh and Jyotsna Singh,” Audio Watermarking in MDCT Domain”, International Journal of Electrical and Electronics Engineering (IJEEE), vol. 1, no. 3, pp. 42-47, 2011.

(h) Jyotsna Singh, Parul Garg and Alok Nath De, “Multiplicative watermarking of audio in DFT magnitude,” Springer Multimedia Tools and Applications (DOI:10.1007/s11042-012-1282-y), November 2012.

(i) Santosh Kumar Singh and Jyotsna Singh, “Audio Watermarking Scheme in MDCT Domain”, International Journal of Electrical and Electronics Engineering (IJEEE), vol-1, Issue 3, pp. 2231 – 5284, 2012.
(j) Jyotsna Singh, Parul Garg, Alok Nath De, “Audio watermarking based on quantization index modulation using combined perceptual masking”, Springer Multimedia Tools and Applications, vol. 59, Issue 3, pp. 921-939, August 2012.

(k) Vishal Verma, Jyotsna Singh, “Digital Image Watermarking Techniques: A Comparative Study” in International Journal of Advances in Electrical And Electronics Engineering (IJAEEE), (ISSN No -2319-1112), vol. 2, No. 1, pp. 173-184, 2013.

ii) Research papers presented in International Conferences:

1. J. Singh and A. De, `` Watermark Insertion in Audio Signal Using Amplitude Spreading Function'', 10th International Symposium on Wireless Personal Multimedia Communications, Jaipur, India, pp. 1101- 1104, Dec. 3, 2007.

2. J. Singh and A. De, ``Simultaneous Audio Encryption and Watermarking using Discrete Fractional Random Transform'', 5th IASTED International Conference on Signal Processing, Pattern Recognition, and Applications, Innsbruck, Austria, pp. 72- 75, Feb. 13-15, 2008.

3. Badwal D. and Singh J., “Vector Quantization: Recent Advances in Speech Coding”, Third International Conference on Information Processing, Aug. 07 - 09, 2009, Bangalore, India.

4. J. Singh and S. Garg, “ Eigen Decomposition of Reed- Muller Transform using Kronecker method” , ACM International Conference on Futuristic Computer Applications. ICFCA 2010, IISc Bangalore, India .

5. J. Singh, Parul Garg and A. De, " Audio Watermarking based on Quantization Index Modulation using perceptual masking ", accepted for 2nd IEEE International Conference on Information and Multimedia Technology (ICIMT 2010).

6. Jyotsna Singh, Parul Garg, Alok Nath De, “Watermarking of Unified multimedia data types, Audio and Image,” in Proc. of the IEEE India Annual Conference (INDICON ) , pp. 606-609, Feb- 2010, Gandhinagar, India.

7. 'MPEG-2 Video Watermarking using Quantization Index Modulation' for IMSAA-10 accepted for presentation at the IEEE International Conference on Internet Multimedia Systems Architecture and Application in Bangalore, India, 15-17 December 2010.

8. Santosh kumar Singh and Jyotsna Singh,” Audio Watermarking in MDCT Domain”, Second International Conference on Electronics and Communication Engineering ECE- 2011, 12-13 November, 2011, Hyderabad, Andhra Pradesh, India.

9. Munmun Baisantry, Himanshu Arora and Jyotsna Singh, “ Speech Compression Using JPEG, ” in Proc. of Int. Colloquiums on Computer Electronics Electrical Mechanical and Civil 2011, December 27-28, Karnataka India.

10. Jyotsna Singh, Parul Garg and Alok Nath De, `` Multiplicative watermarking of audio in spectral domain,’’ Proceedings of International Conference on Heterogeneous Networking for Quality, Reliability, Security and Robustness (QSHINE), European Alliance for Innovation, Greater Noida, India, January 11-12 2013. (accepted for publication in Lecture notes in computer science, Springer).

11. Vishal Verma, Jyotsna Singh, “Digital Image Watermarking Techniques: A Comparative Study” 1st International Conference on Advancement in Electronics & Communication Engineering (ICAECE-2013), Ghaziabad, India, March 2013.