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Bridging technology and culture: X-ray µCT-based wood identification of Sub-Saharan African heritage

Journal of Cultural Heritage
Hans Beeckman   +2 more
exaly  

Identification of Wood Used for Column Members of Historic Korean Timber Structures

Journal of Asian Architecture and Building Engineering, 2009
exaly  

Advanced wood species identification based on multiple anatomical sections and using deep feature transfer and fusion

Computers and Electronics in Agriculture
Hans Beeckman   +2 more
exaly  

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

open access: yesPlant 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
doaj   +2 more sources

Field-Deployable Computer Vision Wood Identification of Peruvian Timbers [PDF]

open access: yesFrontiers 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
doaj   +2 more sources

Wood identification of Cyclobalanopsis (Endl.) Oerst based on microscopic features and CTGAN-enhanced explainable machine learning models [PDF]

open access: yesFrontiers 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
doaj   +2 more sources

Multi-Fusion Approach for Wood Microscopic Images Identification Based on Deep Transfer Learning

open access: yesApplied 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
doaj   +3 more sources

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