PT Unknown
AU Patricia Marquez
   Debora Gil
   Aura Hernandez-Sabate
   Daniel Kondermann
TI When Is A Confidence Measure Good Enough?
BT 9th International Conference on Computer Vision Systems
PY 2013
BP 344
EP 353
VL 7963
DI 10.1007/978-3-642-39402-7_35
DE Optical flow; confidence measure; performance evaluation
AB 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.
ER