King Fahd University of Petroleum and Minerals

Sadam Hussein Al-Azani

El-Sayed M El-Alfy

Hamzah Luqman

Motaz Alfarraj

Dina Hamed Al-Hamed

Ayaz Ul Hassan Khan

Ala Elddin Sidig

A system and method for real-time monitoring of personal protective equipment (PPE) compliance at a worksite. The system includes a processor, a host memory, a graphical processing unit (GPU), a GPU memory, a storage device, an input device, a plurality of cameras, and a display device. The system creates multiple inference engines and loads input frames from the storage device for pre-processing. The pre-processed frames are processed to obtain annotations and generate an output file. The system also includes a preparatory area and an operations area with cameras configured to capture and transmit video frames. The system can process input frames at a rate of at least 15 frames per second, providing real-time PPE compliance information.

Real-time monitoring system for personal protective equipment compliance at worksites

A system and method for determining a sentiment, a gender and an age group of a subject in a video while the video is being played back. The video is separated into visual data and audio data, the video data is passed to a video processing pipeline and the audio data is passed to both an acoustic processing pipeline and a textual processing pipeline. The system and method performs, in parallel, a video feature extraction process in the video processing pipeline, an acoustic feature extraction process in the acoustic processing pipeline, and a textual feature extraction process in the textual processing pipeline. The system and method combines a resulting visual feature vector, acoustic feature vector, and a textual feature vector into a single feature vector, and determines the sentiment, the gender and the age group of the subject by applying the single feature vector to a machine learning model.

Multi-modal detection engine of sentiment and demographic characteristics for social media videos

Growing community of inventors

Dhahran, Saudi Arabia

Sadam Hussein Al-Azani