Automated Color Model-Based Concrete Detection in Construction-Site Images by Using Machine Learning Algorithms.
Hyojoo SonChangmin KimChangwan KimPublished in: J. Comput. Civ. Eng. (2012)
Keyphrases
- machine learning algorithms
- learning algorithm
- benchmark data sets
- complex background
- machine learning
- image database
- input image
- machine learning methods
- color correction
- image data
- decision trees
- road signs
- image retrieval
- detection rate
- machine learning systems
- edge detection
- image regions
- predictive accuracy
- color histogram
- learning problems
- learning tasks
- color images
- image features
- machine learning approaches
- texture and shape features
- color channels
- object recognition
- ccd camera
- object detection
- color features
- segmentation algorithm
- machine learning models
- lighting conditions
- input features
- automated analysis
- traffic signs
- digital imaging
- color components
- pixel values
- color information
- partial occlusion
- data mining
- statistical machine learning