Title :
Performance evaluation of graphics recognition algorithms: principles and applications
Author :
Wenyin, Liu ; Dori, Dov
Author_Institution :
Fac. of Ind. Eng. & Manage., Technion-Israel Inst. of Technol., Haifa, Israel
Abstract :
We propose some principles for performance evaluation of graphics recognition algorithms. The main principles include using continuous values of matching degree instead of binary values, selecting objective-driven and comprehensive performance contents, and defining metrics quantitatively, normatively, objectively, and compatibly with the human vision evaluation
Keywords :
computer vision; object recognition; comprehensive performance contents; graphics recognition algorithms; human vision evaluation; matching degree; objective-driven performance contents; performance evaluation; Abstracts; Algorithm design and analysis; Electrical capacitance tomography; Engineering management; Graphics; Humans; Measurement; Protocols; Technology management;
Conference_Titel :
Pattern Recognition, 1998. Proceedings. Fourteenth International Conference on
Conference_Location :
Brisbane, Qld.
Print_ISBN :
0-8186-8512-3
DOI :
10.1109/ICPR.1998.711907
