Title :
Multistage pattern recognition with reject option
Author :
Pudil, P. ; Novovicova, J. ; Bláha, S. ; Kittler, J.
Author_Institution :
Inst. of Inf. Theory & Autom., Czechoslovak Acad. of Sci., Prague, Czechoslovakia
fDate :
30 Aug-3 Sep 1992
Abstract :
The idea of constructing a multistage pattern classification system with reject option is presented and conditions in terms of upper bounds of the cost of higher-stage measurements for a multistage classifier to give lower decision risk than a single-stage classifier are derived
Keywords :
decision theory; image recognition; probability; decision theory; multistage pattern classification system; pattern recognition; probability density function; reject option; upper bounds; Automation; Cost function; Measurement units; Pattern recognition; Probability density function; Random variables; Time measurement; Upper bound;
Conference_Titel :
Pattern Recognition, 1992. Vol.II. Conference B: Pattern Recognition Methodology and Systems, Proceedings., 11th IAPR International Conference on
Conference_Location :
The Hague
Print_ISBN :
0-8186-2915-0
DOI :
10.1109/ICPR.1992.201729
