On a new computationally fast image invariant based on bispectral projections

Pattern Recognition Letters

Volumn 17, Issue 9, 1996, Pages 959-967

  Marabini, R ^a,b   Carazo, J M ^a  

^a UNIVERSIDAD AUTÓNOMA DE MADRID   (Spain)

^b HEWLETT PACKARD ENTERPRISE   (United States)

Author keywords

Bispectrum; Image classification; Image invariants; Projections

Indexed keywords

CALCULATIONS; CORRELATION THEORY; EDGE DETECTION; FEATURE EXTRACTION; FOURIER TRANSFORMS; IMAGE PROCESSING;

BISPECTRAL PROJECTIONS; BISPECTRUM; IMAGE CLASSIFICATION; IMAGE INVARIANTS; IMAGE REPRESENTATION;

OBJECT RECOGNITION;

EID: 0030217035     PISSN: 01678655     EISSN: None     Source Type: Journal    
DOI: 10.1016/0167-8655(96)00053-0     Document Type: Article

References (15)

1. Belkasin, S.O., M. Shidhar and M. Ahmadi (1991). Pattern recognition with moment invariants: a comparative study and new results. Pattern Recognition 24, 1117-1138.
2. Chandran, V. and S. Elgar (1991). Mean and variance of estimates of the bispectrum of a harmonic random process - an analysis including leakage effects. IEEE. Trans. Acoust. Speech Signal Process. 39(12).
3. Chandran, V. and S. Elgar (1992). Position, rotation, and scale invariant recognition of images using higher-order spectra. Proc. ICASSP '92, San Francisco, 23-26 March 1992, Vol. V, 213-216.
4. Hinich, J. (1990). Detecting a transient signal by bispectral analysis. IEEE Trans. Acoust. Speech Signal Process. 38 (7).
5. Hsu, Y.-N. and H.H. Arsenault (1982). Optical pattern recognition using circular harmonics. Appl. Opt. 21 (22).
6. Jeng, S.-C. and W.-H. Tsai (1991). Scale- and orientation-invariant generalized Hough transform - a new approach. Pattern Recognition 24, 1037-1051.
7. Jin, S., S. Wear and M.R. Raghuveer (1992). Reconstruction of speckled images using bispectra. J. Opt. Soc. A 9 (3), 371-376.
8. Khotanzad, A. and J. Lu (1990). Classification of invariant image representations using a neural network. IEEE Trans. Acoust. Speech Signal Process. 38, 1028-1038.
9. Lohmann, A.W. (1988). Pattern recognition based on the triple correlation. Optik 78 (3), 117-120.
10. Lohmann, A.W. and B. Wirnitzer (1984). Triple correlations. Proc. IEEE 11 (7).
11. Nikias, C.L. and M.R. Raghuveer (1987). Bispectrum estimation: a digital signal processing framework. Proc. IEEE 75 (7), 869-889.
12. Sammon, J. (1969). A non linear mapping for data structure analysis. IEEE Trans. Comput. 18, 401-409.
13. Schatz, M. and M. Van Heel (1990). Invariant classification of molecular views in electron micrographs. Ultramicroscopy 32, 255-264.
14. Shank (1983). Measurement of ultrafast phenomena in the femtosecond temperature domain. Science 219, 1027-1031.
15. Tsatsanis, M.K. and G.B. Giannakis (1992). Object and texture classification using higher-order statistics. IEEE Trans. Pattern Anal. Mach. Intell. 14, 733-750.