Distortion range of filter synthetic discriminant function binary phase-only filters.

This paper considers the performance of filter synthetic-discriminant-function binary-phase-only filters (fSDF-BPOFs) with images in the distortion range that were not members of the training set. This evaluation was performed to understand better the distortion range that can be effectively covered by fSDF-BPOFs. The peak correlation and peak clutter responses were measured over various distortion ranges for in-plane and out-of-plane rotations. The peak correlation initially decreased rapidly as the distortion range increased but decreased gradually as the distortion range became larger for the images used in this study. The distortion ranges that can be effectively covered by fSDF-BPOFs appear to be modest: 0-30 degrees for inplane rotation and 0-10 degrees for out-of-plane rotation. The results indicate that a temporal multiplexing scheme will be required to cover a large distortion range when BPOFs are used.

[1]  D Casasent,et al.  Unified synthetic discriminant function computational formulation. , 1984, Applied optics.

[2]  J L Horner,et al.  Applying The Phase-Only Filter Concept To The Synthetic Discriminant Function Correlation Filter , 1985, Other Conferences.

[3]  Joseph L. Horner,et al.  Applying the phase-only filter concept to the synthetic discriminant function correlation filter. , 1985 .

[4]  H H Arsenault,et al.  Shift and scale-invariant anamorphic Fourier correlator using multiple circular harmonic filters. , 1985, Applied optics.

[5]  Donald W. Sweeney,et al.  Rotationally invariant correlation filtering , 1985 .

[6]  R R Kallman,et al.  Optimal low noise phase-only and binary phase-only optical correlation filters for threshold detectors. , 1986, Applied optics.

[7]  David A. Jared,et al.  Learned Pattern Recognition Using Synthetic-Discriminant-Functions , 1986, Other Conferences.

[8]  Donald W. Sweeney,et al.  Iterative technique for the synthesis of optical-correlation filters , 1986 .

[9]  D P Casasent,et al.  Computer-generated and phase-only synthetic discriminant function filters. , 1986, Applied optics.

[10]  D Casasent,et al.  Rule-based symbolic processor for object recognition. , 1987, Applied optics.

[11]  R R Kallman Direct construction of phase-only filters. , 1987, Applied optics.

[12]  Don A. Gregory Rayleigh criteria separation of optical correlation signals. , 1987, Applied optics.

[13]  J A Davis,et al.  Multiplexing capabilities of the binary phase-only filter. , 1987, Applied optics.

[14]  Paul E. Keller,et al.  Application Of Binary Phase-Only Correlation To Machine Vision , 1988 .

[15]  B. Kumar,et al.  Generalized synthetic discriminant functions , 1988 .

[16]  D P Casasent,et al.  Multiple degree of freedom object recognition using optical relational graph decision nets. , 1988, Applied optics.

[17]  Bahram Javidi,et al.  Rotation and scale sensitivities of the binary phase-only filter , 1988 .

[18]  D Casasent,et al.  Directed graph for adaptive organization and learning of a knowledge base. , 1988, Applied optics.

[19]  David L. Flannery,et al.  Transform-Ratio Ternary Phase-Amplitude Filter Formulations For Character Recognition , 1989 .

[20]  D A Jared,et al.  Inclusion of filter modulation in synthetic-discriminant-function construction. , 1989, Applied optics.