An objective comparison methodology of edge detection algorithms using a structure from motion task

• Published in: Proceedings. 1998 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (Cat. No.98CB36231) pp. 190 - 195
• Main Authors: Shin, M.C., Goldgof, D., Bowyer, K.W.
• Format: Conference Proceeding
• Language: English
• Published: IEEE 1998
• Subjects: Computer science; Computer vision; Delay; Detectors; Image edge detection; Image sequences; Layout; Motion detection; Motion measurement; Testing

This paper presents a task-oriented evaluation methodology for edge detectors. Performance is measured based on the task of structure from motion. Eighteen real image sequences from 2 different scenes varying in the complexity and scenery types are used. The task-level ground truth for each image se...