Muhammad Shakil Tariq

Contributed to the ongoing project of suncream detection and image segmentation using multispectral cameras and one-class classification methods to separate the background from human skin and suncream.

Established the basis for the project of suncream detection by configuring the data collection setup including hardware and software, organizing participants, labeling and cleaning the dataset, training the image segmentation model, and deploying the trained model on Nvidia Jetson.

Investigated the image-denoising algorithms and drew the quantitative and qualitative comparison between them, and live demonstrated the results using a GUI developed in PyQT.

Video Coding, Video System Technology, Image Video and Perception, Multimedia Tools, Advanced Signal Processing, Multi-rate Signal Processing, Software Architecture, System Security

Digital Signal Processing, Digital Communication, Digital Logic Design, Signals and Systems, Embedded System, Communication Systems, Electromagnetic Field Theory