Mark Hansen's Outputs (3)

Universal bovine identification via depth data and deep metric learning (2024)
Journal Article

This paper proposes and evaluates, for the first time, a top-down (dorsal view), depth-only deep learning system for accurately identifying individual cattle and provides associated code, datasets, and training weights for immediate reproducibility.... Read More about Universal bovine identification via depth data and deep metric learning.

Airborne microplastic monitoring: Developing a simplified outdoor sampling approach using pollen monitoring equipment (2024)
Journal Article

A novel, yet simple, airborne microplastic (MP) sampling approach using global pollen monitoring equipment was applied to identify, characterise and quantify outdoor airborne MPs for the first time. Modification of Burkard spore trap tape adhesive pr... Read More about Airborne microplastic monitoring: Developing a simplified outdoor sampling approach using pollen monitoring equipment.

Optimisation of small-scale aquaponics systems using artificial intelligence and the IoT: Current status, challenges, and opportunities (2024)
Journal Article

Environment changes, water scarcity, soil depletion, and urbanisation are making it harder to produce food using traditional methods in various regions and countries. Aquaponics is emerging as a sustainable food production system that produces fish a... Read More about Optimisation of small-scale aquaponics systems using artificial intelligence and the IoT: Current status, challenges, and opportunities.