Traceability of oak (Quercus petraea (Matt.) Liebl. and Quercus robur L.) logs: the Biomtrace database

被引:0
|
作者
Longuetaud, Fleur [1 ]
Mothe, Frederic [1 ]
Martinetto, Dorian [1 ,2 ]
Ngo, Phuc [2 ]
Piboule, Alexandre [3 ]
Rittie, Daniel [1 ]
Bordat, Frederic [1 ]
Jacquin, Philippe [1 ]
Debled-Rennesson, Isabelle [2 ]
Albert, Aymeric [4 ]
Richter, Claudine [4 ]
机构
[1] Univ Lorraine, AgroParisTech, INRAE, SILVA, F-54000 Nancy, France
[2] Univ Lorraine, CNRS, LORIA, F-54000 Nancy, France
[3] Off Natl Forets, Pole Rech Dev & Innovat, F-54600 Villers Les Nancy, France
[4] Off Natl Forets, F-94704 Maisons Alfort, France
关键词
Image analysis; RGB images; Oak; Segmentation; Biometric traceability; Tree log identification; IMAGE;
D O I
10.1186/s13595-025-01276-9
中图分类号
S7 [林业];
学科分类号
0829 ; 0907 ;
摘要
Key messageThe Biomtrace database contains 33,390 RGB images of the butt end cross-section of 5135 French oak logs. Each log was photographed several times with different camera orientations during an initial shooting session. For more than half of the logs, additional photos were taken at least 3 weeks after the first photo session. Cross-sections were segmented on all the images using the PointRend convolutional neural network. Spatial calibration was carried out by a specific algorithm using a checkerboard pattern present in each image. This image database was created with the aim of developing algorithms for the biometric traceability of logs, involving artificial intelligence approaches that require large databases. But other applications are also possible, such as the automatic extraction of information on the size and quality of logs. The Biomtrace database is available at https://doi.org/10.57745/9DBCL4, and associated metadata are available at https://metadata-afs.nancy.inra.fr/geonetwork/srv/fre/catalog.search#/metadata/feda0a0e-041a-4190-9a73-5159b10ff0f0.
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页数:11
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