Specialization

Computer Vision, Image Processing

Email

yadwinder@thapar.edu

Education
•    Ph.D. in Computer Science and Engineering, Punjabi University, Patiala (2022)
•    M.Tech. in Computer Engineering, Punjabi University, Patiala (2014)
•    B.E. in Computer Engineering, Thapar University, Patiala (2012)

Google scholar link
https://scholar.google.com/citations?user=G6WEW2UAAAAJ&hl=en

Journal publications
SCI/SCIE
1.    Amrita Kaur, Yadwinder Singh, Nirvair Neeru, Lakhwinder Kaur, Ashima Singh, “A Survey on Deep Learning Approaches to Medical Images and a Systematic Look up into Real-Time Object Detection”, Archives of Computational Methods in Engineering, 29, 2071–2111 (2022). https://doi.org/10.1007/s11831-021-09649-9, I,F: 7.302

2.    Yadwinder Singh, Lakhwinder Kaur, Nirvair Neeru, “A New Improved Obstacle Detection Framework Using IDCT and CNN to Assist Visually Impaired Persons in an Outdoor Environment”, Wireless Personal Communications, 124, 3685–3702 (2022). https://doi.org/10.1007/s11277-022-09533-0, I.F: 1.671

3.    Yadwinder Singh, Lakhwinder Kaur, “Effective key-frame extraction approach using TSTBTC-BBA”, IET Image Processing, 14 (2020): 638-647. https://doi.org/10.1049/iet-ipr.2018.6361, I.F: 2.373

NON-SCI
1.    Yadwinder Singh, Lakhwinder Kaur, “Obstacle Detection Techniques in Outdoor Environment: Process, Study and Analysis”, International Journal of Image, Graphics and Signal Processing 9 (2017): 35-53.

2.    Yadwinder Singh, Lakhwinder Kaur, Nirvair Neeru, “Cloud-based optimized key frame extraction model for visually impaired persons”, Advances in Mathematics: Scientific Journal, 9(6) (2020), 3713–3719. https://doi.org/10.37418/amsj.9.6.49 

Conference Publications:
1.    Yadwinder Singh, Lakhwinder Kaur, Nirvair Neeru, “Video Segmentation Techniques- A Review On Its Application and Recent Advancements ”, 3rd International Conference on Applications of AI & Machine Learning (ICAML-2021).

Awards and Honours:
1.    GATE 2012 Qualified
2.    Received Letter of Appreciation for Mass Counselling Programme 2019 by Additional Deputy Commissioner Development Patiala