Classification of major construction materials in construction environments using ensemble classifiers
This study focused on the automatic detection of construction materials in images. We investigated the performance of six single classifiers and ensemble classifiers. We tested the classifiers on three data sets: one each for concrete, steel, and wood. The ensemble classifiers performed better than the single classifiers overall. The ensemble classifier is able to enhance the detection of construction materials.
ensemble classifier color construction material detection data mining techniques image processing