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 …
İ Kırbaş, A Çifci - Ecological Informatics, 2022 - Elsevier
Classification and recognition of wood species have critical importance in wood trade, industry, and science. Therefore, accurate identification of wood species is a great necessity …
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 …
P Ravindran, FC Owens, AC Wade… - Frontiers in Plant …, 2022 - frontiersin.org
Availability of and access to wood identification expertise or technology is a critical component for the design and implementation of practical, enforceable strategies for …
This paper discusses the efficacy of the data augmentation method deployed in many Convolutional Neural Network (CNN) algorithms for determining timber defect in four timber …
W Yan, J Tang, S Stucki - IEEE Access, 2023 - ieeexplore.ieee.org
The wide application of personal biometric information such as face, fingerprint, iris, and voiceprint has simultaneously created many new ethical and legal issues, including the …
T Ma, T Inagaki, S Tsuchikawa - Holzforschung, 2023 - degruyter.com
Conventional fluorescence spectroscopy has been suggested as a valuable tool for classifying wood species rapidly and non-destructively. However, because it is challenging …
Forests are of incalculable value due to the ecosystem services they provide to humanity such as carbon storage, climate regulation and participation in the hydrological cycle. The …
Deep learning has gained a lot of research interest in artificial intelligence (AI) in many applications, such as image understanding, object detection, feature extraction, audio/video …