Image processing-based automatic detection of asphalt pavement rutting using a novel metaheuristic optimized machine learning approach
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Title
Image processing-based automatic detection of asphalt pavement rutting using a novel metaheuristic optimized machine learning approach
Authors
Keywords
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Journal
SOFT COMPUTING
Volume 25, Issue 20, Pages 12839-12855
Publisher
Springer Science and Business Media LLC
Online
2021-08-04
DOI
10.1007/s00500-021-06086-5
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- (2020) Georgios M. Hadjidemetriou et al. Journal of Transportation Engineering Part B-Pavements
- Image Processing-Based Spall Object Detection Using Gabor Filter, Texture Analysis, and Adaptive Moment Estimation (Adam) Optimized Logistic Regression Models
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- (2018) Georgios M. Hadjidemetriou et al. JOURNAL OF COMPUTING IN CIVIL ENGINEERING
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- (2018) Kaige Zhang et al. JOURNAL OF COMPUTING IN CIVIL ENGINEERING
- Image Processing–Based Classification of Asphalt Pavement Cracks Using Support Vector Machine Optimized by Artificial Bee Colony
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- (2018) Allen Zhang et al. JOURNAL OF COMPUTING IN CIVIL ENGINEERING
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- (2018) Xinnan Fan et al. MULTIMEDIA TOOLS AND APPLICATIONS
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- Directional statistical Gabor features for texture classification
- (2018) Nam Chul Kim et al. PATTERN RECOGNITION LETTERS
- Soft Computing Models to Predict Pavement Roughness: A Comparative Study
- (2018) Panos Georgiou et al. Advances in Civil Engineering
- Visual analysis of asphalt pavement for detection and localization of potholes
- (2018) Muhammad Haroon Yousaf et al. ADVANCED ENGINEERING INFORMATICS
- Comparison of deep convolutional neural networks and edge detectors for image-based crack detection in concrete
- (2018) Sattar Dorafshan et al. CONSTRUCTION AND BUILDING MATERIALS
- Automatic Pavement-Crack Detection and Segmentation Based on Steerable Matched Filtering and an Active Contour Model
- (2017) Shuai Li et al. JOURNAL OF COMPUTING IN CIVIL ENGINEERING
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- (2017) Pengfei Liu et al. MEASUREMENT
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- (2016) Yashon O. Ouma et al. ADVANCED ENGINEERING INFORMATICS
- Image Based Techniques for Crack Detection, Classification and Quantification in Asphalt Pavement: A Review
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- (2015) Stefania C. Radopoulou et al. AUTOMATION IN CONSTRUCTION
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