About
I am currently working as an Assistant Professor with the Department of Computer Science and Engineering, Sharda University, Greater Noida, India. My areas of interests include Software Engineering, Soft Computing, Cryptography; Networking.
Experience
- 13 Years
Qualification
- Ph.D
- M.tech
- B.tech
Award & Recognition
Research
Total: 17
Research
- Analysis of Different Deep Learning Algorithms for Road Surface Damage Detection
- Convolutional Neural Network for Human Posture Estimation
- 3D Shape Generation with Implicit Representation and Geometric Deep Learning
- Deep Learning Architectures for Human Action Recognition
Publication
- Joshi, Rohit Chandra, Aayush Juyal, Abhijeet Mishra, Avni Verma, and Kanika Singla. "Deep Learning-Based Face Emotion Recognition: A Comparative Study." International Journal of Performability Engineering 20, no. 1 (2024).
- Deep, U., Kumar, S., & Singla, K. (2024). Integrating Deep Learning Architectures for Enhanced Human Action Recognition: An Ensemble Approach. International Journal of Performability Engineering, 20(4).
- Singla, K., Nand, P. Optimizing deep learning architectures for novel view synthesis: Investigating the impact of NeRF MLP parameters on complex scenes. Int. j. inf. tecnol. 16, 2295–2305 (2024).
- Singla, K. and Nand, P., 2023. Reconstructing dynamic human shapes from sparse silhouettes via latent space optimization of Parametric shape models. Turkish Journal of Electrical Engineering and Computer Sciences, 31(2), pp.295-311.
- Gupta, Y., Chauhan, F. and Singla, K., 2023, May. Analysis of Different Deep Learning Algorithms for Road Surface Damage Detection. In 2023 International Conference on Disruptive Technologies (ICDT) (pp. 13-17). IEEE.
Certifications
Total: 6
- One week FDP on “OBE” from 5th July to 9th july,2023 by Sharda University.
- One week FDP on “The role of science and spirituality for a harmonious and fulfilling human community” from 15th March 2021 to 19th march 2021 by St. Paul Institute of Professional Studies, Indore.
- One week online international FDP program on “Recent Advances in Computer Science & Allied Domains” during June 20-25, 2022, organized by Sharda University, Greater Noida.
- One week online international FDP program on “Recent Advances in Computer Science & Allied Domains” during Jul 05-10, 2021, organized by Sharda University, Greater Noida.
- Attended FDP on “Fundamentals of Machine Learning” conducted by ICT Academy on 06 May 2020 to 12 May 2020
Area of Interest
- Deep Learning
- Computer vision
- Machine learning