1. Optoelectronic image scanning with high spatial resolution and reconstruction fidelity
- Author
-
Siegfried Craubner
- Subjects
Bandlimiting ,Digital signal processor ,Signal processing ,Computer science ,business.industry ,Detector ,General Engineering ,Bilinear interpolation ,Filter (signal processing) ,Filter bank ,Signal ,Atomic and Molecular Physics, and Optics ,Aliasing ,Undersampling ,Detection theory ,Computer vision ,Spatial frequency ,Artificial intelligence ,Optical filter ,business ,Digital filter ,Algorithm ,Linear filter ,Anti-aliasing filter - Abstract
In imaging systems the detector arrays deliver at the output time-discrete signals, where the spatial frequencies of the object scene are mapped into the electrical signal frequencies. Since the spatial frequency spectrum cannot be bandlimited by the front optics, the usual detector arrays perform a spatial undersampling and as a consequence aliasing occurs. A means to partially suppress the backfolded alias band is bandwidth limitation in the reconstruction low-pass, at the price of resolution loss. By utilizing a bilinear detector array in a pushbroom-type scanner, undersampling and aliasing can be overcome. For modeling the perception, the theory of discrete systems and multirate digital filter banks is applied, where aliasing cancellation and perfect reconstruction play an important role. The discrete transfer function of a bilinear array can be imbedded into the scheme of a second-order filter bank. The detector arrays already build the analysis bank and the overall filter bank is completed with the synthesis bank, for which stabilized inverse filters are proposed, to compensate for the low-pass characteristics and to approximate perfect reconstruction. The synthesis filter branch can be realized in a so-called ‘‘direct form,’’ or the ‘‘polyphase form,’’ where the latter is an expenditure-optimal solution, which gives advantages when implemented in a signal processor. This paper attempts to introduce well-established concepts of the theory of multirate filter banks into the analysis of scanning imagers, which is applicable in a much broader sense than for the problems addressed here. To the author’s knowledge this is also a novelty.
- Published
- 2002