Specialization

Machine Learning, Image Processing

Email

sonu.lamba@thapar.edu

Education
•    PhD (CSE), Malviya National Institute of Technology Jaipur, India (December 2019). 
•    MTech (CSE), ABV-Indian Institute of Information Technology Gwalior, India (2015).  

Google scholar link

Experience
1.    Faculty @ CSED Thapar University Patiala, India (June 2021 - present)
2.    Assistant Professor @ The LNMIIT Jaipur, India (Jan 2020 – Dec. 2020)
Journal publications
1.    Lamba, Sonu, and Neeta Nain. "A texture based mani-fold approach for crowd density estimation using Gaussian Markov Random Field." Multimedia Tools and Applications 78, no. 5 (2019): 5645-5664.
2.    Lamba, S. and Nain, N., 2017. Crowd monitoring and classification: a survey. In Advances in computer and computational sciences (pp. 21-31). Springer, Singapore.
3.    Lamba, Sonu, and Neeta Nain. "Detecting anomalous crowd scenes by oriented Tracklets’ approach in active contour region." Multimedia Tools and Applications 78, no. 22 (2019): 31101-31120.
4.    Lamba, Sonu, and Neeta Nain. "Segmentation of crowd flow by trajectory clustering in active contours." The Visual Computer 36, no. 5 (2020): 989-1000.
5.    Singal, Gaurav, Himanshu Singhal, Riti Kushwaha, Venkataramana Veeramsetty, Tapas Badal, and Sonu Lamba. "RoadWay." Multimedia Tools and Applications (2022): 1-14.

International Conference Publications
(outside India)
1.    Lamba, Sonu, Neeta Nain, and Harendra Chahar. "A robust multi-model approach for face detection in crowd." In 2016 12th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS), pp. 96-103. IEEE, 2016. Naples, Italy.
2.    Nain, N. and Lamba, S., 2018, November. Oriented Tracklets Approach for Anomalous Scene Detection in High Density Crowd. In 2018 14th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS) (pp. 435-441). IEEE. Las Palmas de Gran Canaria, Spain.
(in India)
1.    Lamba, S. and Nain, N., 2017, February. Multi-source approach for crowd density estimation in still images. In 2017 IEEE International Conference on Identity, Security and Behavior Analysis (ISBA) (pp. 1-6). IEEE.
2.    Lamba, S., Rishiwal, V. and Rana, A., 2015. An automated data driven continuous testing framework. International Journal of Advanced Technology in Engineering And Science, 3(1).
3.    Rishiwal, V., Lamba, S., Yadav, M. and Yadav, M., 2015, May. Dynamic Source Routing Using Directional Antenna. In 2015 Second International Conference on Advances in Computing and Communication Engineering (pp. 392-395). IEEE.