Metrics to evaluate binary classifiers for video background extraction: weaknesses, strengths, and perspectives

Laugraud, Benjamin; Pierard, Sébastien; Van Droogenbroeck, Marc

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Metrics to evaluate binary classifiers for video background extraction: weaknesses, strengths, and perspectives

Laugraud, Benjamin; Pierard, Sébastien; Van Droogenbroeck, Marc

2013 • Workshop on measurement : Challenges and Opportunities

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https://hdl.handle.net/2268/158024

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Keywords :

Background subtraction; Binary classifiers; Metrics; Evaluation; ROC; Precision-Recall

Research Center/Unit :

INTELSIG
Telim

Disciplines :

Electrical & electronics engineering
Computer science

Author, co-author :

Laugraud, Benjamin ; Université de Liège - ULiège > Dép. d'électric., électron. et informat. (Inst.Montefiore) > Informatique

Pierard, Sébastien ; Université de Liège - ULiège > Dép. d'électric., électron. et informat. (Inst.Montefiore) > Télécommunications

Van Droogenbroeck, Marc ; Université de Liège - ULiège > Dép. d'électric., électron. et informat. (Inst.Montefiore) > Télécommunications

Language :

English

Title :

Metrics to evaluate binary classifiers for video background extraction: weaknesses, strengths, and perspectives

Publication date :

07 November 2013

Number of pages :

Event name :

Workshop on measurement : Challenges and Opportunities

Event organizer :

Belgian Measurement Confederation (BEMEKO)

Event place :

Liège, Belgium

Event date :

07-11-2013

Available on ORBi :

since 08 November 2013

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