Abstract: Histogram of Oriented Gradients, or HOG, is an efficient method for extracting features from images that shows to be reliable in recognizing and detecting objects in a variety of conditions.

The acquisition of 3D LiDAR point cloud data combined with images is becoming increasingly common in geomatics, particularly for updating geographic databases [1]. A key application is the inspection ...