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1
A novel image-based approach for interactive characterization of rock fracture spacing in a tunnel face
Chen, J; Chen, Y; Cohn, AG; Huang, H; Man, J; Wei, L. - : Elsevier, 2022
Abstract: This paper presents a novel integrated method for interactive characterization of fracture spacing in rock tunnel sections. The main procedure includes four steps: (1) Automatic extraction of fracture traces, (2) digitization of trace maps, (3) disconnection and grouping of traces, and (4) interactive measurement of fracture set spacing, total spacing, and surface rock quality designation (S-RQD) value. To evaluate the performance of the proposed method, sample images were obtained by employing a photogrammetry-based scheme in tunnel faces. Experiments were then conducted to determine the optimal parameter values (i.e. distance threshold, angle threshold, and number of fracture trace grouping) for characterizing rock fracture spacing. By applying the identified optimal parameters involved in the model, the proposed method could lead to excellent qualitative results to a new tunnel face. To perform a quantitative analysis, three methods (i.e. field, straightening, and the proposed method) were employed in the same study and comparisons were made. The proposed method agrees well with the field measurement in terms of the maximum and average values of measured spacing distribution. Overall, the proposed method has reasonably good accuracy and interactive advantage for estimating the ultimate fracture spacing and S-RQD. It can be a possible extension of existing methods for fracture spacing characterization for two-dimensional (2D) rock tunnel faces.
URL: https://eprints.whiterose.ac.uk/182736/
https://eprints.whiterose.ac.uk/182736/1/1-s2.0-S167477552100192X-main.pdf
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2
Categorisation, Typicality & Object-Specific Features in Spatial Referring Expressions
Richard-Bollans, A; Gómez Álvarez, L; Cohn, AG. - : Association for Computational Linguistics, 2020
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3
Modelling the Polysemy of Spatial Prepositions in Referring Expressions
Richard-Bollans, A; Gomez Alvarez, L; Cohn, AG. - : IJCAI Organization, 2020
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4
Investigating the Dimensions of Spatial Language
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5
The Role of Pragmatics in Solving the Winograd Schema Challenge
Richard-Bollans, AL; Gomez Alvarez, L; Cohn, AG. - : CEUR Workshop Proceedings, 2018
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6
Learning of Object Properties, Spatial Relations, and Actions for Embodied Agents from Language and Vision
Alomari, M; Duckworth, P; Hogg, DC. - : AAAI Press, 2017
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7
Natural Language Grounding and Grammar Induction for Robotic Manipulation Commands
Alomari, M; Duckworth, P; Hawasly, M. - : The Association for Computational Linguistics, 2017
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8
Natural Language Acquisition and Grounding for Embodied Robotic Systems
Duckworth, P; Al-Omari, M; Hogg, DC. - : Association for the Advancement of Artificial Intelligence, 2017
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9
Grounding language in perception for scene conceptualization in autonomous robots
Dubba, KSR; De Oliveira, MR; Lim, GH. - : AI Access Foundation, 2014
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10
Interactive semantic feedback for intuitive ontology authoring
Denaux, R; Thakker, DA; Dimitrova, V. - : IOS Press, 2012
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11
From Video to RCC8: Exploiting a Distance Based Semantics to Stabilise the Interpretation of Mereotopological Relations
Sridhar, M; Cohn, AG; Hogg, DC. - : Springer, 2011
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12
The automated evaluation of inferred word classifications
Hughes, J; Atwell, E. - : John Wiley & Sons, 1994
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13
Online perceptual learning and natural language acquisition for autonomous robots
Alomari, M; Li, F; Hogg, DC. - : Elsevier, 1479
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