Ensemble learning based on neural networks for tree image segmentation

B Xu, B Xue, J Schindler… - … Conference on Machine …, 2024 - ieeexplore.ieee.org
Tree image segmentation is an essential component of forest management. Many
convolutional neural networks (CNNs) based methods have been proposed for the image …

Efficient Tree Map** through Deep Distance Transform (DDT) Learning

J Schindler, Z Sun, B Xue, M Zhang - Available at SSRN 4979539, 2024 - papers.ssrn.com
Trees provide essential ecosystem services in urban areas, rural landscapes and forests.
Individual tree information can inform forest and risk modelling, health studies and decision …

Machine Learning For Tree Image Segmentation

B Xu - 2024 - openaccess.wgtn.ac.nz
Semantic segmentation is an important task in computer vision and image processing,
especially in many real-world applications, such as medical image analysis, video …

A Study on Creating Digital Twin Foliage Representation Through Computer Vision, Aerial Image Analysis and Machine Learning Techniques to Enhance the Network …

H Shaik - 2024 - search.proquest.com
This study investigates the development of a Digital Twin Representation of Foliage (DTRF)
to enhance network planning and deployment strategies in urban environments …