All Outputs (5)

A low-cost smartphone attachment for providing repeatable imaging and structured lighting, for 3D texture analysis of pigmented lesions for early detection of skin cancer (2025)
Presentation / Conference Contribution

Skin cancer is an increasingly serious health issue for which there is currently a lack of devices available to PCPs for objective and repeatable measurement of 2D/3D cancer-related mole features. We have manufactured such a device in the form of a l... Read More about A low-cost smartphone attachment for providing repeatable imaging and structured lighting, for 3D texture analysis of pigmented lesions for early detection of skin cancer.

A learning-based method for automatically determining application sequence of intersecting ink lines using photometric stereo (2025)
Presentation / Conference Contribution

The analysis of hand-drawn ink line intersections has long been a critical aspect of questioned document examination. Accurately determining the application sequence of intersecting ink lines can effectively assist human examiners with forensic evalu... Read More about A learning-based method for automatically determining application sequence of intersecting ink lines using photometric stereo.

Estimating household water storage from images: A machine learning approach (2025)
Journal Article

Whilst much research focusses on challenges related to achieving SDG 6.1 (universal and equitable access to safe and affordable drinking water), there has been less attention to challenges of safe transport, storage and use of collected water. In par... Read More about Estimating household water storage from images: A machine learning approach.

Machine vision and deep learning for robotic harvesting of shiitake mushrooms (2025)
Presentation / Conference Contribution

There is a substantial requirement for the modernisation of our agricultural practices. Current methods can be susceptible to labour shortages, damaging to the environment, and inefficient; and these factors can lead to food wastage so threatening fo... Read More about Machine vision and deep learning for robotic harvesting of shiitake mushrooms.

Estimating water storage from images (2024)
Presentation / Conference Contribution

This paper introduces a novel approach to estimate domestic water storage within households by leveraging the classical computer vision technique of object detection. Ensuring universal access to safe drinking water is a critical component of achievi... Read More about Estimating water storage from images.