Iterative next boundary detection for instance segmentation of tree rings in microscopy images of shrub cross sections

A Gillert, G Resente, A Anadon-Rosell… - Proceedings of the …, 2023 - openaccess.thecvf.com
We address the problem of detecting tree rings in microscopy images of shrub cross
sections. This can be regarded as a special case of the instance segmentation task with …

Ultra-high-resolution reflected-light imaging for dendrochronology

M Rydval, J Björklund, G von Arx, K Begović, M Lexa… - …, 2024 - Elsevier
Dendroclimatic reconstructions play a key role in contextualizing recent climate change by
improving our understanding of past climate variability. The Blue Intensity (BI) measurement …

Tree ring segmentation using UNEt TRansformer neural network on stained microsections for quantitative wood anatomy

M García-Hidalgo, Á García-Pedrero, V Rozas… - Frontiers in Plant …, 2024 - frontiersin.org
Forests are critical in the terrestrial carbon cycle, and the knowledge of their response to
ongoing climate change will be crucial for determining future carbon fluxes and climate …

[HTML][HTML] CTRing: An R package to extract wood density profiles from computed tomography images of discs and logs

D Mahatara, F Campelo, L Houle, A Caron, J Barrette… - …, 2024 - Elsevier
Accurately determining the position of pith and accessing tree-ring density profiles, including
intra-ring variations, is important for both the forest industry and dendroclimatology. Although …

Machine vision-based tree-ring image analysis for the measurement of ring width in ancient larch stem disks

Y Li, Z Xin, H Zhang, W Zhang, L Gu, D Zhang - Measurement, 2024 - Elsevier
Existing tree-ring measurement instruments are limited in their applicability because they
depend on expensive equipment, technical support, and time-consuming processing …

[HTML][HTML] Method for detecting tree ring boundary in conifers and broadleaf trees using Mask R-CNN and linear interpolation

D Kim, CU Ko, D Kim - Dendrochronologia, 2023 - Elsevier
As tree rings can reveal various information regarding climate and environmental factors,
increasing research is being conducted on them. Although tree ring analysis software such …

Automatic resin duct detection and measurement from wood core images using convolutional neural networks

A Fabijańska, GD Cahalan - Scientific Reports, 2023 - nature.com
The structure and features of resin ducts provide valuable information about environmental
conditions accompanying the growth of trees in the genus Pinus. Therefore analysis of resin …

UruDendro, a public dataset of cross-section images of Pinus taeda

H Marichal, D Passarella, C Lucas, L Profumo… - arXiv preprint arXiv …, 2024 - arxiv.org
The automatic detection of tree-ring boundaries and other anatomical features using image
analysis has progressed substantially over the past decade with advances in machine …

CS-TRD: a cross sections tree ring detection method

H Marichal, D Passarella, G Randall - arXiv preprint arXiv:2305.10809, 2023 - arxiv.org
This work describes a Tree Ring Detection method for complete Cross-Sections of Trees
(CS-TRD) that detects, processes and connects edges corresponding to the tree's growth …

[PDF][PDF] Hybrid Deep Learning with Multimodal Data Augmentation for Riverbank Tree Rings Classification

S Nuanmeesri - Available at SSRN 4469857, 2023 - papers.ssrn.com
The purpose of this research was to develop a model for counting or classifying annual tree
rings of lamphu trees along the riverbanks. The study was based on image processing …