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Concrete surface evaluation based on the reflected TLS laser beam’s intensity image classification Cover

Concrete surface evaluation based on the reflected TLS laser beam’s intensity image classification

Open Access
|Jul 2018

Figures & Tables

Figure 1

Ecker Dam. (a) Photograph of the structure and (b) results of laser scanning with Leica C10 of downstream surface – station 501 (image of intensity).

Figure 2

Ecker Dam: (a) example of survey markers/planar targets/signs distribution (station 501) and (b) survey position locations.

Figure 3

Selected fragments of Ecker Dam surface: (a) east section (station 501) and (b) west section (station 505).

Figure 4

Results of unsupervised classification of intensity value using ISODATA algorithm, Ecker Dam, station 501: (a) Scanner Leica C10, pixel 5 mm × 5 mm; (b) scanner Z+F 5006 h, pixel 5 mm × 5mm; (c) integrated data, pixel 5 cm × 5 cm; (d) integrated data, pixel 10 cm × 10 cm (fragment) clearly visible/legible separate surface areas of concrete surface filled with different material (red colour) and clear concrete (yellow and orange colours).

Figure 5

Reference fields Intensity images (with Leica C10, station 501): (a) reference fields marked on the concrete dam’s wall and (b) image of intensity of the reference fields.

Table 1

Selected reference fields for stations 501 and 505.

ClassDescriptionReference fields
Station 501
1Clean concrete1, 2
2Concrete covered with mosses to a lower extent3, 4, 7
3Concrete covered with mosses to a higher extent-
4Concrete covered with mosses9
5Infill areas with material of different properties (such as. cement)5, 6, 8
Figure 6

Classes 1 and 2 histograms (station 501, scanner Leica C10): X-axis – registered values range; Y-axis – occurrence number for sample area. (a) Class 1 – clean concrete; and (b) Class 2 – concrete covered with mosses to a small extent.

Table 2

Comparison of statistical parameters, characterising reference samples – Ecker Dam.

ClassSample fields/referenceDescriptionIMinimumMaximumMeanStandard deviationDominant (range of values)
Ecker Dam – Leica C10 – Station 501
12Clean concreteI *−1,630−1,274−1,427.4236.05−1,455 to −1,397
Iavg5 **−1,456−1,396−1,425.6014.38−1,440 to −1,409
Iavg10 ***−1,455−1,403−1,427.0011.68−1,435 to −1,418
24Concrete covered with mosses to a small extentI *−1,643−1,207−1,415.9145.10−1,461 to −1,378
Iavg5 **−1,452−1,351−1,415.3419.75−1,429 to −1,392
Iavg10 ***−1,441−1,389−1,412.7712.83−1,423 to −1,403
3-Concrete covered with mosses to a high extentNot designated
4Concrete covered with mossesIdentification error caused by significant surface dampness
56Infill areas with material of different properties (such as cement)I *−1,403−1,311−1,357.2118.69−1,380 to −1,332
Iavg5 **−1,442−1,299−1,358.2630.58−1,366 to −1,340
Iavg10 ***−1,380−1,322−1,350.2018.26−1,357 to −1,353

* Registered Intensity value in standardised sample

** Average Intensity for 5 cm × 5 cm

*** Average Intensity for 10 cm × 10 cm

* Registered Intensity value in standardised sample

** Average Intensity for 5 cm × 5 cm

*** Average Intensity for 10 cm × 10 cm

* Registered Intensity value in standardised sample

** Average Intensity for 5 cm × 5 cm

*** Average Intensity for 10 cm × 10 cm

Table 3

Differences in class identification.

FieldsStation 501
Leica C10Z+F 5006h
1Class IClass I
2Class I-
3Class IIClass II
4Class IIClass II
5Class V-
6Class V-
7Class IIClass I
8Class V-
9Class I-
Figure 7

The areas indicated for preservation in station 505: (a) area highlighted with yellow colour was defined using supervised classification results, classes defined as follows: 2 – Class I (clean concrete), 4 – Class II (concrete covered with mosses to small extent), 6 – Class V (infill areas or significant surface erosion);and (b) area designated for preservation marked onthe visible spectrum image.

Figure 8

Areas indicated for cleaning in station 505: (a) area highlighted with magenta was defined using supervised classification results, classes indicated analogically to Figure 7, and (b) area designated for preservation marked on the visible spectrum image.

DOI: https://doi.org/10.2478/sgem-2018-0008 | Journal eISSN: 2083-831X (formerly 0137-124X) | Journal ISSN: 0137-6365
Language: English
Page range: 56 - 64
Submitted on: Oct 16, 2017
Accepted on: Jan 13, 2018
Published on: Jul 27, 2018
Published by: Wroclaw University of Science and Technology
In partnership with: Paradigm Publishing Services

© 2018 Janina Zaczek-Peplinska, Katarzyna Osińska-Skotak, published by Wroclaw University of Science and Technology
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.