VIDEO ANALYTICS
The primary goal of video analytics is to recognize temporal and spatial events in videos automatically. A suspicious person, disobeying traffic signs, or the sudden appearance of flames and smoke are just a few examples of what a video analytics solution can detect.
Research Projects
A Robust Deep Network based Multi Camera Multi Object Tracking
Video Captioning in Surveillance Videos
Anomaly Detection and localization in Low Quality Surveillance Videos
Smoke and Fire Detection from Surveillance Videos
Human Action Recognition in Low-Resolution Videos based on Spatio- Temporal
Robust video base fire and smoke detection with attentional-based 3D CNN mo
Face Hallucination (Face Super-Resolution)
Crime Detection in Surveillance Videos
Multi-Camera Person Re-Identification and Tracking
Robust Video Forgery Detection and Localization using Artificial Intelligence Technique
Anomaly Detection in surveillance videos for Real Time Monitoring Using 3D
Deception Detection using Facial Action Coding System in Videos
Publications
JOURNAL PUBLICATIONS:
Ramna Maqsood, Usama Ijaz Bajwa*, Gulshan Saleem, Rana Hammad Raza, Muhammad Waqas Anwar (2021), “Anomaly recognition from surveillance videos using 3D convolution neural network”, Multimedia Tools and Applications
Mubbashar Sadddique, Khurshid Asghar, Usama Ijaz Bajwa, Muhammad Hussain, Hatim A. Aboalsamh, Zulfiqar Habib (2020), " Classification of Authentic and Tampered Video Using Motion Residual and Parasitic Layers", IEEE Access, Vol: 8, Issue: 1, pp. 56782-56797, (IF = 4.098)
Mubbashar Sadddique, Khurshid Asghar, Usama Ijaz Bajwa, Muhammad Hussain, Zulfiqar Habib (2019), "Spatial Video Forgery Detection and Localization using Texture Analysis of Consecutive Frames", Advances in Electrical and Computer Engineering, pp: xxx-xxx, Vol: xx, Issue: xx, Standard: 1844-7600 (Online), 1582-7445 (Print), Impact Factor: 0.65
N I Ratyal, I A Taj, U I Bajwa, M Sajid (2018), “Pose and Expression Invariant Alignment based Multi-View 3D Face Recognition”, KSII Transactions on Internet and Information Systems, Volume 12, No.10, pp. 4903-4929 (IF = 0.452)
M Sajid, I A Taj, U I Bajwa*, N I Ratyal (2018), “Facial Asymmetry-Based Age Group Estimation: Role in Recognizing Age-Separated Face Images”, Journal of Forensic Sciences, Volume 63, No.6, pp. 1727-1749 (IF= 1.127)
Achievements
Funding of PKR 43.284 Million for establishment of Video Analytics Lab under the National Center in Big Data and Cloud Computing (NCBC) approved by Planning Commission, Govt. of Pakistan (CO PI) 2018.
Funding of FYP project under the NGIRI program of Ignite (Formerly National ICT R&D Fund)
Our Group " Halls of Fame" has won the DICE 2020 and honored with Big Prize of 100,000/.
Our Group Participated in 5th AI City Challenge (Track 3)
Our Group Road Pulse & Surveilia secured 3rd position in FYP 2021, COMSATS Lahore
Our two Groups Surveilia & Live Bus Got FYP funding from NGIRI Ignite (FYP Fund Ignite).
Our Group Gideon IVA stood first in FYP 2020, COMSATS Lahore
Colaborations
Dr. Feng Xia
Associate Professor, Data Science
Federation University, Australia
Dr. Rana Hammad Raza
Associate Professor,
Pakistan Navy Engineering College (PNEC), NUST Karachi