Identification of river hydromorphological features using histograms of oriented gradients cascaded to the Viola-Jones algorithm

• Main Authors: Cuevas, Jerome, Chua, Alvin, Sybingco, Edwin, Bakar, Elmi Abu
• Format: text
• Published: Animo Repository 2019
• Subjects: Drone aircraft in remote sensing; Support vector machines; Rivers; Mechanical Engineering
• Online Access: https://animorepository.dlsu.edu.ph/faculty_research/3441; https://animorepository.dlsu.edu.ph/context/faculty_research/article/4443/type/native/viewcontent/ijmerr.8.2.289_292
• Institution: De La Salle University

In this paper, a quadcopter equipped with a camera was used to capture images from a river. These captured images were used as training data in the automated detection program used to identify the hydromorphological features in the area of the river such as trees, roofs, roads and the shore. The his...