[HTML][HTML] Computer vision-based wood identification and its expansion and contribution potentials in wood science: A review

SW Hwang, J Sugiyama - Plant Methods, 2021 - Springer
The remarkable developments in computer vision and machine learning have changed the
methodologies of many scientific disciplines. They have also created a new research field in …

[HTML][HTML] Computer vision-based wood identification: A review

JL Silva, R Bordalo, J Pissarra, P de Palacios - Forests, 2022 - mdpi.com
Wood identification is an important tool in many areas, from biology to cultural heritage. In
the fight against illegal logging, it has a more necessary and impactful application …

Intelligent analysis technology of bamboo structure. Part I: The variability of vascular bundles and fiber sheath area

J Li, H Xu, Y Yu, H Chen, W Yi, H Wang - Industrial Crops and Products, 2021 - Elsevier
The vascular bundle is the most important structural unit of bamboo that determines the
growth of bamboo and the properties of bamboo-based materials. A systematic …

An automatic recognition system of Brazilian flora species based on textural features of macroscopic images of wood

DV Souza, JX Santos, HC Vieira, TL Naide… - Wood Science and …, 2020 - Springer
Advances in species recognition technologies can contribute to the conservation and
protection of flora species, especially those threatened with extinction. The aim of this …

Dominant feature selection for the fault diagnosis of rotary machines using modified genetic algorithm and empirical mode decomposition

L Lu, J Yan, CW de Silva - Journal of Sound and Vibration, 2015 - Elsevier
This paper develops a novel dominant feature selection method using a genetic algorithm
with a dynamic searching strategy. It is applied in the search for the most representative …

Machine vision for field-level wood identification

BG de Andrade, VM Basso, JV de Figueiredo Latorraca - Iawa Journal, 2020 - brill.com
Identifying wood species using wood anatomy is an important tool for various purposes. The
traditionally used method is based on the macroscopic description of the physical and …

Intelligent analysis technology of bamboo structure. Part II: The variability of radial distribution of fiber volume fraction

H Xu, J Li, X Ma, W Yi, H Wang - Industrial Crops and Products, 2021 - Elsevier
Scientific and reasonable utilization of bamboo is strongly related to the radial distribution of
the fiber volume fraction. In this paper, the K-means clustering algorithm was applied to set …

Deep learning for use in lumber classification tasks

J Hu, W Song, W Zhang, Y Zhao, A Yilmaz - Wood Science and …, 2019 - Springer
Digital image processing has been widely used in the wood industry, and it is expected that
the algorithms are accurate and have low computational complexities, especially for the real …

WorldForestID: Addressing the need for standardized wood reference collections to support authentication analysis technologies; a way forward for checking the origin …

PE Gasson, CA Lancaster, R Young… - Plants, People …, 2021 - Wiley Online Library
Societal Impact Statement Forest products are the most used inedible renewable resource,
but supplies are finite. It is difficult to know which tree species are in wood products or where …

[HTML][HTML] Automated classification of wood transverse cross-section micro-imagery from 77 commercial Central-African timber species

N Rosa da Silva, M De Ridder, JM Baetens… - Annals of forest …, 2017 - Springer
Key message Pattern recognition has become an important tool to aid in the identification
and classification of timber species. In this context, the focus of this work is the classification …