Semi-automatic calculation of joint trace length from digital images based on deep learning and data structuring techniques

A new semi-automated method is proposed in this study that detects joint traces from digital images and calculates the length distribution through three-dimensional data structuring. The method comprises detecting the pixels corresponding to the joint trace in digital images and calculating the leng...

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Veröffentlicht in:	International journal of rock mechanics and mining sciences (Oxford, England : 1997) England : 1997), 2022-01, Vol.149, p.104981, Article 104981
Hauptverfasser:	Lee, Yong-Ki, Kim, Jineon, Choi, Chae-Soon, Song, Jae-Joon
Format:	Artikel
Sprache:	eng
Schlagworte:	Classifiers Deep learning Digital image Digital imaging Image processing Image segmentation Joint trace Machine learning Photogrammetry Pixels Rocks Semantic segmentation Semantics Three-dimensional data structuring Training
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