Effects of high-pass and low-pass spatial filtering on face identification

作者: Nicholas P. Costen , Denis M. Parker , Ian Craw

DOI: 10.3758/BF03213093

关键词:

摘要: If face images are degraded by block averaging, there is a nonlinear decline in recognition accuracy as size increases, suggesting that identification requires critical minimum range of object spatial frequencies. The faces was measured with equivalent Fourier low-pass filtering and averaging preserving the same information high-pass transformations. In Experiment 1, declined response time increased significant manner all cases spatial-frequency reduced. However, it did so at faster rate for quantized high-passed images. A second experiment controlled differences contrast found reduced but performance These data suggest preferentially supported band frequencies approximately 8-16 cycles per face; or line-based explanations were to be inadequate. discussed terms current models identification.

参考文章(31)
J. W. Shepherd, An Interactive Computer System for Retrieving Faces Springer, Dordrecht. pp. 398- 409 ,(1986) , 10.1007/978-94-009-4420-6_42
Albert Abraham Michelson, Studies in optics sio. ,(1927)
Justine Sergent, Microgenesis of Face Perception Springer Netherlands. pp. 17- 33 ,(1986) , 10.1007/978-94-009-4420-6_2
M. Concetta Morrone, David C. Burr, John Ross, Added noise restores recognizability of coarse quantized images. Nature. ,vol. 305, pp. 226- 228 ,(1983) , 10.1038/305226A0
David Riley, Alan Costall, Comments on “Recognition of faces in the presence of two-dimensional sinusoidal masks” by Tieger and Ganz Perception & Psychophysics. ,vol. 27, pp. 373- 374 ,(1980) , 10.3758/BF03206128
Alice J. O’toole, Kenneth A. Deffenbacher, Dominique Valentin, Herve Abdi, Structural aspects of face recognition and the other-race effect. Memory & Cognition. ,vol. 22, pp. 208- 224 ,(1994) , 10.3758/BF03208892
Michael S. Landy, Yoav Cohen, George Sperling, HIPS: Image processing under UNIX. Software and applications Behavior Research Methods Instruments & Computers. ,vol. 16, pp. 199- 216 ,(1984) , 10.3758/BF03202390
A. J. O’Toole, K. A. Deffenbacher, D. Valentin, H. Abdi, Low-dimensional representation of faces in higher dimensions of the face space Journal of the Optical Society of America A. ,vol. 10, pp. 405- 411 ,(1993) , 10.1364/JOSAA.10.000405
Leon D. Harmon, The recognition of faces. Scientific American. ,vol. 229, pp. 71- 82 ,(1973) , 10.1038/SCIENTIFICAMERICAN1173-70
Nicholas P Costen, Denis M Parker, Ian Craw, Spatial content and spatial quantisation effects in face recognition. Perception. ,vol. 23, pp. 129- 146 ,(1994) , 10.1068/P230129