Confidence estimation has recently become a hot topic in image processing and computer vision. Yet, several definitions exist of the term "confidence" which are sometimes used interchangeably. This is a position paper, in which we aim to give an overview on existing definitions, thereby clarifying the meaning of the used terms to facilitate further research in this field. Based on these clarifications, we develop a theory to compare confidence measures with respect to their quality. © 2013 Springer-Verlag.
CITATION STYLE
Márquez-Valle, P., Gil, D., Hernàndez-Sabaté, A., & Kondermann, D. (2013). When is a confidence measure good enough? In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 7963 LNCS, pp. 344–353). https://doi.org/10.1007/978-3-642-39402-7_35
Mendeley helps you to discover research relevant for your work.