2 citations · 3 across the 2 of their papers we have counts for
5 papers
A procedure for automated tree pruning suggestion using LiDAR scans of fruit trees
Fredrik Westling, James Underwood, Mitch Bryson
In fruit tree growth, pruning is an important management practice for preventing overcrowding, improving canopy access to light and promoting regrowth. Due to the slow nature of ag…
SimTreeLS: Simulating aerial and terrestrial laser scans of trees
Fredrik Westling, Mitch Bryson, James Underwood
There are numerous emerging applications for digitizing trees using terrestrial and aerial laser scanning, particularly in the fields of agriculture and forestry. Interpretation of…
Graph-based methods for analyzing orchard tree structure using noisy point cloud data
Fredrik Westling, Dr James Underwood, Dr Mitch Bryson
Digitisation of fruit trees using LiDAR enables analysis which can be used to better growing practices to improve yield. Sophisticated analysis requires geometric and semantic unde…
Development of a High Fidelity Simulator for Generalised Photometric Based Space Object Classification using Machine Learning
James Allworth, Lloyd Windrim, Jeffrey Wardman +3
This paper presents the initial stages in the development of a deep learning classifier for generalised Resident Space Object (RSO) characterisation that combines high-fidelity sim…
Forest Tree Detection and Segmentation using High Resolution Airborne LiDAR
Lloyd Windrim, Mitch Bryson
This paper presents an autonomous approach to tree detection and segmentation in high resolution airborne LiDAR that utilises state-of-the-art region-based CNN and 3D-CNN deep lear…