Method for selecting representative videos for change detection datasets

• Published in: Multimedia tools and applications Vol. 81; no. 3; pp. 3773 - 3791
• Main Authors: Silva, Claudinei M., Rosa, Katharina A. I., Bugatti, Pedro H., Saito, Priscila T. M., Corrêa, Cléber G., Yokoyama, Roberto S., Sanches, Silvio R. R.
• Format: Journal Article
• Language: English
• Published: New York Springer US 2022; Springer Nature B.V
• Subjects: Algorithms; Change detection; Classification; Computer Communication Networks; Computer Science; Data Structures and Information Theory; Datasets; Multimedia Information Systems; Pixels; Special Purpose and Application-Based Systems; State-of-the-art reviews; Video data; Algorithm evaluation; Change detection; Dataset

In evaluating the change detection algorithms, the algorithm evaluated must show a superior performance than the state-of-the-art algorithms. The evaluation process steps comprise executing a new algorithm to segment a set of videos from a dataset and compare the results regarding a ground truth. In...