Welcome to USIR

SFTT: A Spatial-Frequency-Temporal-Based End-to-End Transformer for Heart Rate Estimation (2025)
Journal Article

Vision-based Heart Rate (HR) estimation in adverse situations, such as changes in skin tone, arbitrary face movements, and complex backgrounds, etc., is challenging. Unlike state-of-the-art models that use color and spatial-temporal information, the... Read More about SFTT: A Spatial-Frequency-Temporal-Based End-to-End Transformer for Heart Rate Estimation.

Offsite manufacturing: the way forward For Nigeria's housing industry (2014)
Journal Article

Nigeria is one of the most developed countries in Africa, with construction contributing to approximately 9% of its Gross Domestic Product. From a housing perspective, new initiatives are now being explored, one of which is Offsite Manufacturing (OSM... Read More about Offsite manufacturing: the way forward For Nigeria's housing industry.

Prediction of Violence Against Women Using Ensemble Learning Models: A Comparative Study of LightGBM, XGBoost, and Others (2025)
Journal Article

Violence against women and the possibility of its occurrence among children is a very serious issue that negatively impacts the physical, psychological, and emotional aspects of the victims and those around them. Various efforts have been made to red... Read More about Prediction of Violence Against Women Using Ensemble Learning Models: A Comparative Study of LightGBM, XGBoost, and Others.

Revitalizing Pastoral Care: Leveraging Stupa Learning Management System in Diocese of Maumere (2025)
Journal Article

The Catholic Church of the Diocese of Maumere is developing a learning management system (LMS) for its pastoral training program called the Weekend Pastoral Study, which is also abbreviated in Indonesian as Stupa. The aim of this LMS development is t... Read More about Revitalizing Pastoral Care: Leveraging Stupa Learning Management System in Diocese of Maumere.

Nested Cinema Co-creation: Advancing female inclusion through immersive experience innovation and storytelling. (2025)
Presentation / Conference Contribution

This presentation focuses on the latest stage of the long-term practice-as-research project entitled Nested Cinema, which establishes co-creative practice with female film and media students at the University of Salford. This stage of the research ad... Read More about Nested Cinema Co-creation: Advancing female inclusion through immersive experience innovation and storytelling..