Tomographic Images Generated from Measurements in Standing Trees Using Ultrasound and Postprocessed Images: Methodological Proposals for Cutting Velocity, Interpolation Algorithm and Confusion Matrix Metrics Focusing on Image Quality

Tomographic images generated by wave propagation are important in tree inspections and can be performed in an economically more accessible way using conventional equipment and postprocessed images, but improvements are necessary to increase image quality, giving greater reliability to the results. T...

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Veröffentlicht in:Forests Jg. 13; H. 11; S. 1935
Hauptverfasser: Palma, Stella S. S. A., dos Reis, Mariana N., Gonçalves, Raquel
Format: Journal Article
Sprache:Englisch
Veröffentlicht: Basel MDPI AG 01.11.2022
Schlagworte:
Algorithms
Beans
Biodeterioration
Cavities
Comparative analysis
Confusion
Cutting
Cuttings
Evaluation
Forest management
Image processing
Image quality
Interpolation
Legumes
Measurement
Methods
Mimosaceae
Technology application
Tomography
Trees
Ultrasonic imaging
Ultrasonic testing
Ultrasound
Ultrasound imaging
Velocity
Wave propagation
Brazil
ISSN:1999-4907, 1999-4907
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Abstract Tomographic images generated by wave propagation are important in tree inspections and can be performed in an economically more accessible way using conventional equipment and postprocessed images, but improvements are necessary to increase image quality, giving greater reliability to the results. The objective of this paper was to present a methodological proposal for the definition of parameters related to image quality produced with tomography using ultrasound equipment and postprocessed images. As a case study, the methodology was applied to five trees of the species Cenostigma pluviosum DC. Gagnon & GP Lewis (Sibipiruna). A total of 1512 tomographic images were constructed from five trees to evaluate the cutting velocity, the interpolation algorithms and the filter application. The photographs of the discs were used to evaluate the theoretical wave propagation routes in the measurement grid and to compare the tomographic images using confusion matrix metrics. The application of the methodology proposed in this species allowed us to conclude that the most appropriate velocity range for cavities inference was up to 40% Vmax and for cavities supplemented with biodeterioration up to 45% Vmax; the best interpolator was the Ellipses method with compensation, with the use of a filter; and the accuracy was the most appropriate metric for evaluating image quality.
AbstractList Tomographic images generated by wave propagation are important in tree inspections and can be performed in an economically more accessible way using conventional equipment and postprocessed images, but improvements are necessary to increase image quality, giving greater reliability to the results. The objective of this paper was to present a methodological proposal for the definition of parameters related to image quality produced with tomography using ultrasound equipment and postprocessed images. As a case study, the methodology was applied to five trees of the species Cenostigma pluviosum DC. Gagnon & GP Lewis (Sibipiruna). A total of 1512 tomographic images were constructed from five trees to evaluate the cutting velocity, the interpolation algorithms and the filter application. The photographs of the discs were used to evaluate the theoretical wave propagation routes in the measurement grid and to compare the tomographic images using confusion matrix metrics. The application of the methodology proposed in this species allowed us to conclude that the most appropriate velocity range for cavities inference was up to 40% Vmax and for cavities supplemented with biodeterioration up to 45% Vmax; the best interpolator was the Ellipses method with compensation, with the use of a filter; and the accuracy was the most appropriate metric for evaluating image quality.
Audience Academic
Author Gonçalves, Raquel
dos Reis, Mariana N.
Palma, Stella S. S. A.
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  surname: Gonçalves
  fullname: Gonçalves, Raquel
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StartPage 1935
SubjectTerms Algorithms
Beans
Biodeterioration
Cavities
Comparative analysis
Confusion
Cutting
Cuttings
Evaluation
Forest management
Image processing
Image quality
Interpolation
Legumes
Measurement
Methods
Mimosaceae
Technology application
Tomography
Trees
Ultrasonic imaging
Ultrasonic testing
Ultrasound
Ultrasound imaging
Velocity
Wave propagation
Title Tomographic Images Generated from Measurements in Standing Trees Using Ultrasound and Postprocessed Images: Methodological Proposals for Cutting Velocity, Interpolation Algorithm and Confusion Matrix Metrics Focusing on Image Quality
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