Evaluation Vademecum for Visual information System

作者: Simone Santini

DOI: 10.1117/12.373543

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摘要: This paper presents some methodological observations on the measurement of performance in Visual Information Retrieval systems. The identifies three different types measures tow which can be determined with methods inherited from physical and social sciences respectively. third model is more typical design construction complicated systems, since it allows us to measure individual modules before their insertion a particular application. present methodologies for decontextualized evaluation, anchoring them case study evaluation several subsystems an image database.

参考文章(11)
Karl R. Popper, Quantum Mechanics without “The Observer” Springer, Berlin, Heidelberg. pp. 7- 44 ,(1967) , 10.1007/978-3-642-88026-1_2
A. Desai Narasimhalu, Mohan S. Kankanhalli, Jiankang Wu, Benchmarking Multimedia Databases Multimedia Tools and Applications. ,vol. 4, pp. 333- 356 ,(1997) , 10.1023/A:1009641123797
S. Adali, P. Bonatti, M. L. Sapino, V. S. Subrahmanian, A multi-similarity algebra Proceedings of the 1998 ACM SIGMOD international conference on Management of data - SIGMOD '98. ,vol. 27, pp. 402- 413 ,(1998) , 10.1145/276304.276340
D. Dubois, H. Prade, A review of fuzzy set aggregation connectives Information Sciences. ,vol. 36, pp. 85- 121 ,(1985) , 10.1016/0020-0255(85)90027-1
Julian C. Stanley, Donald Thomas Campbell, Nathaniel Lees Gage, Experimental and Quasi-Experimental Designs for Research ,(1963)
Bangalore S Manjunath, Wei-Ying Ma, Texture features for browsing and retrieval of image data IEEE Transactions on Pattern Analysis and Machine Intelligence. ,vol. 18, pp. 837- 842 ,(1996) , 10.1109/34.531803
Ronald Fagin, Combining Fuzzy Information from Multiple Systems. symposium on principles of database systems. pp. 216- 226 ,(1996)
Fang Liu, R.W. Picard, Periodicity, directionality, and randomness: Wold features for perceptual pattern recognition international conference on pattern recognition. ,vol. 2, pp. 184- 189 ,(1994) , 10.1109/ICPR.1994.576900
S. Santini, R. Jain, Similarity measures IEEE Transactions on Pattern Analysis and Machine Intelligence. ,vol. 21, pp. 871- 883 ,(1999) , 10.1109/34.790428