Dr. Krishna Singh has 27 years of teaching and research experience. Her research interest is in Image and Signal Processing and Machine Learning. She is currently supervising 3 Ph. D. students enrolled in Guru Gobind Singh Indraprastha University, Dwarka, New Delhi. She has supervised 19 M. Tech thesis in School of Information Technology, Rajiv Gandhi Prodhyogiki Vishwavidyalaya, Bhopal, M.P. under the directorate of technical Education Bhopal M.P. in duration 2003-2005.

Dr. Singh has been awarded a Travel Grant from ‘Science & Engineering Research Board (SERB)’ for participating in World Com 10 International Conference held in Las Vegas, USA. She has also been awarded a Travel Grant from IIT Roorkee Alumni Association and Madhya Pradesh Council of Science and Technology, an Autonomous Organisation of Govt. of M.P. for presenting her research at Freiburg, Germany. Dr. Krishna has also published and presented research work in several national and international conferences and journals.

She has accomplished many leadership roles such as Project Coordinator of PMYUVA YOJNA, HOD Computer Science Department, Vigilance Officer, Dean Academic, Planning and Student Welfare, Chairperson Anti-Sexual Harassment Cell, Central Purchase Committee and Cultural Committee. She has also been a yearly member of the Institute of Electrical and Electronics Engineers and a lifetime member of the Institution of Electronics and Telecommunication Engineers and the Indian Society for Technical Education.

• Digital Signal Processing
• Signal and System
• Optical communication
• Computer Architectures for M. Tech IT
• Computer Communication and Networking
• Network Security
• Advance Communication
• Electrical and Electronics Material and Components
• Network Analysis and Synthesis
• Electronic Measurements and Instrumentation

Journal Papers:

Gupta, K., Sharma, V., & Singh, K. (2021). Sign language detection using image processing. International Journal of Advanced Research in Science, Communication and Technology,

Katiyar, P., & Singh, K. (2017). Lung tumor detection and segmentation in CT images. International Journal of Innovations & Advancement in Computer Science, 103-108. http://www.academicscience.co.in/ijiacs.php

Singh, K., Gupta, I., & Gupta, S. (2013). Discrimination of bamboo species by shape descriptor of Culm sheath. Journal of Indian Forester, 139(2), 126-130, http://www.indianforester.co.in/index.php/indianforester/article/view/30031

Singh, K., Gupta, I., & Gupta, S. (2013). Classification of bamboo species by Fourier and Legendre moment. International Journal of Advanced Science and Technology, 50 61-70, https://www.earticle.net/Article/A206857

Singh, K., Gupta, I., & Gupta, S. (2010) SVM-BDT PNN and Fourier Moment technique for classification of leaf shape. International Journal of Signal Processing, Image Processing and Pattern Recognition, 3, 67-78. https://www.researchgate.net /publication /284831182

Singh, K., Gupta, I., & Gupta, S. (2010). Plant species classification by leaves using neural network.  International Journal of Electronics and Computers, 51-58.

Book Chapters

Singh K., & Singh S. (2012). Comparisons of three classifiers for classification of the bamboo plant. Proceedings of the International Conference on Information Systems Design and Intelligent Applications Advances in Intelligent and Soft Computing, Springer, Berlin, Heidelberg, 795-802. https://link.springer.com/chapter/10.1007/978-3-642-27443-5_91

Singh, K., Gupta, I., & Gupta, S. (2010). Classification of leaf image using image moment based classifier. In: Information technologies and energy management, 391-398, Excel India Publisher New Delhi.

Papers in Conferences/Seminars/Webinars:

Katiyar, P., & Singh, K. (2020). A comparative study of lung cancer detection and classification approaches in CT images [Conference Presentation]. 7th International Conference on Signal Processing and Integrated Networks, 135-142, https://ieeexplore.ieee.org/document/ 9071240

Tamrakar, B., Singh, K., & Kumar, P. (2019). Performance measurement of radio over fiber system at 20 GHz and 30 GHz by employing with and without optical carrier suppression [Conference Presentation]. 6th International Conference on Computing for Sustainable Global Development, 167-172. https://ieeexplore.ieee.org/document/8991395

Gupta, N., & Singh, K. (2018). Design and simulation of low-power conditional-discharging flip flop [Conference Presentation]. IEEE International Conference on Power Electronics, Intelligent Control and Energy Systems, 1148-1153, https://ieeexplore.ieee.org/document/8897427

Chauhan, N., & Singh, K. (2018). A review on conventional machine learning vs deep learning [Conference Presentation]. International Conference on Computing, Power and Communication Technologies, 347-352. https://ieeexplore.ieee.org/document/8675097

Chauhan, N., Verma, M., & Singh, K. (2018, March 14-16). Graphical structure for block codes and complexity comparison of dual codes [Conference Presentation]. 5th International Conference on “Computing for Sustainable Global Development.

Gupta, N., & Singh, K. (2017). Low power and efficient power delay product triple-tail MCML, Nanometer parity generator circuit with threshold region evaluation [Conference Presentation]. 1st International Conference on Recent Innovations in Electrical, Electronics and Communication Systems.

Singh, K., Gupta, I., & Gupta, S. (2010). Comparison of PNN-PCA with SVM-BDT and moment based technique for leaf shape recognition and classification [Conference Presentation]. International Conference on Image Processing Computer Vision, & Pattern Recognition, Las Vegas, USA. https://dblp.org/pid/97/8818.html

Singh, K., Gupta, I., & Gupta, S. (2010). Retrieval and classification of leaf shape by support vector machine using binary decision tree, probabilistic neural network and generic fourier moment technique a comparative study [Conference Presentation]. International Conference on Computer Graphics, Visualization, Computer Vision and Image Processing (CGVCVIP),412-417.

Singh, K., Gupta, I., & Gupta, S. (2011). A comparison of 2D moment based description techniques for classification of the bamboo plant [Conference Presentation]. In proceeding of IEEE International Conference on Computational Intelligence and Communication Network, 15-20. https://ieeexplore.ieee.org/document/6112819

Singh, K., Gupta, I., & Gupta, S. (2011). Classification of bamboo plant based on digital image processing by central moment [Conference Presentation]. In proceeding of IEEE International Conference on Image Information Processing. 1-5. https://ieeexplore.ieee.org/document/6108840

Tamrakar, B.,  Singh, K., & and Kumar, P. (2018). Generation of double sideband mm waves in radio over fibre systems for the next generation networks [Conference Presentation]. 3rd International Conference on Communications & Electronics.

Tamrakar, B., Singh, K., & and Kumar, P. (2018). A comparison of sub array beam forming technique with other existing direction of arrival estimation techniques [Conference Presentation].     3rd  International Conference on Communications & Electronics, 8-15.

Singh, K., & Prasad, K. D. (2005). Video steganography glogift [Conference Presentation]. 5th Global Conference on Flexible System Management, 2005. 347-358

Singh, K., & Gaur, B. (2005). Fast fingerprint identification system using minute matching with backpropagation neural network and self-organizing map [Conference Presentation]. Glogift/fifth global conference on flexible system management, 271-277.

Singh, K., Nagpure, N., & Motwani, M. (2005). B2C architecture using web service and improving reliability through java messaging service [Conference Presentation]. Third international conference on innovative application of information technology for developing world, Asian Applied Computing Conference.

Singh, K.,  Gupta, I., & Gupta, S. (2010).  Classification of leaf image using image moment-based classifier [Conference Presentation]. Sixth National Conference on Advancement of Technologies Information Technologies and Energy Management.

Singh, K., Shrivastava, V. K., & Pardarshani, K. R. (2006). Frequent pattern lattice algorithm for knowledge Discovery of cardiac care [Conference Presentation]. AICTE Sponsored National conference on advance in Electrical Engineering.

Singh, K. & Meena, M. (2006). Study of secure ADHOC routing protocols for mobile wireless Networks [Conference Presentation]. National Conference on Engineering and Pharmacy.

Singh, K., & Nagal, V. (2006). Security enhancement to AODV using SAODV along with the integration of MANET with WiMax [Conference Presentation]. AICTE Sponsored National conference on advance in electrical engineering.

Singh, K., & Reddy, S. B. A. (2007). Design of dynamic associative memory [Conference Presentation]. National Seminar on IT Enabled Systems.

Singh, K., & Jha, P., (2007). Credit card and fraud detection using neural network [Conference Presentation]. National Seminar on IT Enabled Systems.

Singh, K. & Saxena, R., (2007). Voice-Over-IP: The future of communication [Conference Presentation]. National Seminar on IT Enabled Systems.

Singh, K. & Prashanth, A. V. (2007). Implementation of concurrency control in object-oriented databases [Conference Presentation]. National Seminar on IT Enabled Systems, 2007