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UAV-based Approach to Extract Topographic and As-built Information by Utilising the OBIA Technique
Hairie Ilkham Sibaruddin, Helmi Zulhaidi Mohd Shafri, Biswajeet Pradhan, Nuzul Azam Haron
Journal of Geosciences and Geomatics
.
2018
, 6(3), 103-123 doi:10.12691/jgg-6-3-2
Table 1. Level for segmentation parameters
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Table 2. Types of image classification
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Table 3. Tabulation of training and testing sample objects for each class
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Table 4. Calculation of the plateau of function
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Table 5a. Response table for mean
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Table 5b. Response table for SN ratio (larger is better)
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Table 6. Overall accuracy of NB with the increment in sample data
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Table 7. Variation of parameter K with proportion to the size of sample data
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Table 8. Variation of depth parameter with proportion to the size of sample data
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Table 9. Variation of parameter depth with proportion to the size of sample data
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Table 10. Variation of the combination of parameter C and Gamma with proportion to the size of sample data
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Table 11. The best accuracy for each classifier with the variation of the size of sample data
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Table 12. The best classification accuracy for each classifier
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Table 13. Results of the McNemar test for each classifier
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Table 14. Geometrical assessment of as-built features
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