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Computer vision-based wood identification and its expansion and contribution potentials in wood science: A review [PDF]
Plant Methods, 2021 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 wood science called computer vision-based wood identification, which is ...
Sung-Wook Hwang, Junji Sugiyama
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Computer Vision-Based Wood Identification: A Review [PDF]
Forests, 2022 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. Identifying a wood sample to genus or species level is difficult, expensive and time-consuming, even when using the most recent methods, resulting in a growing need for a ...
JOSÉ Luis Silva +2 more
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Field-Deployable Computer Vision Wood Identification of Peruvian Timbers [PDF]
Frontiers in Plant Science, 2021 Illegal logging is a major threat to forests in Peru, in the Amazon more broadly, and in the tropics globally. In Peru alone, more than two thirds of logging concessions showed unauthorized tree harvesting in natural protected areas and indigenous ...
Prabu Ravindran +11 more
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Wood identification of Cyclobalanopsis (Endl.) Oerst based on microscopic features and CTGAN-enhanced explainable machine learning models [PDF]
Frontiers in Plant Science, 2023 IntroductionAccurate and fast identification of wood at the species level is critical for protecting and conserving tree species resources. The current identification methods are inefficient, costly, and complexMethodsA wood species identification model ...
Weihui Zhan +8 more
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Wood identification using non-destructive confocal laser scanning microscopy
Les, 2019 Exact wood identification is usually based on observation of wood features under the microscope. For this, we have to take a sample of the wood from the object and cut thin slides, possibly of all three anatomical sections.
Katarina Čufar +3 more
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Les, 2022 The African collection of the Slovene Ethnographic Museum (SEM) in Ljubljana, Slovenia, holds objects of everyday life from the Bambuti people from the Ituri forest, in the northeastern part of the Democratic Republic of the Congo.
Katarina Čufar +5 more
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Multi-Fusion Approach for Wood Microscopic Images Identification Based on Deep Transfer Learning
Applied Sciences, 2021 With the wide increase in global forestry resources trade, the demand for wood is increasing day by day, especially rare wood. Finding a computer-based method that can identify wood species has strong practical value and very important significance for ...
Meng Zhu +4 more
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Wood identification: an overview of current and past methods
Estudos de Conservação e Restauro, 2021 Wood identification is an expertise vital in a variety of fields, from industry to art. Identification of the wood in works of art is usually underappreciated but it is as important as difficult. This article aims to provide heritage professionals with a brief overview of wood identification procedures available today, as well as, from an historical ...
Silva, José Luís +2 more
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The XyloTron: Flexible, Open-Source, Image-Based Macroscopic Field Identification of Wood Products
Frontiers in Plant Science, 2020 Forests, estimated to contain two thirds of the world’s biodiversity, face existential threats due to illegal logging and land conversion. Efforts to combat illegal logging and to support sustainable value chains are hampered by a critical lack of ...
Prabu Ravindran +8 more
doaj +3 more sources
Non-destructive wood identification using X-ray µCT scanning: which resolution do we need? [PDF]
Plant MethodsBackground Taxonomic identification of wood specimens provides vital information for a wide variety of academic (e.g. paleoecology, cultural heritage studies) and commercial (e.g. wood trade) purposes. It is generally accomplished through the observation
Sofie Dierickx +5 more
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