Title :
Spatial sampling of printed patterns
Author :
Sarkar, Prateek ; Nagy, George ; Zhou, Jiangying ; Lopresti, Daniel
Author_Institution :
Dept. of Electr. Comput. & Syst. Eng., Rensselaer Polytech. Inst., Troy, NY, USA
fDate :
3/1/1998 12:00:00 AM
Abstract :
The bitmap obtained by scanning a printed pattern depends on the exact location of the scanning grid relative to the pattern. We consider ideal sampling with a regular lattice of delta functions. The displacement of the lattice relative to the pattern is random and obeys a uniform probability density function defined over a unit cell of the lattice. Random-phase sampling affects the edge-pixels of sampled patterns. The resulting number of distinct bitmaps and their relative frequencies can be predicted from a mapping of the original pattern boundary to the unit cell (called a module-grid diagram). The theory is supported by both simulated and experimental results. The module-grid diagram may be useful in helping to understand the effects of edge-pixel variation on optical character recognition
Keywords :
optical character recognition; probability; OCR; bitmap; delta functions; edge-pixel variation; edge-pixels; module-grid diagram; optical character recognition; printed patterns; random-phase sampling; regular lattice; sampled patterns; scanning grid; spatial sampling; uniform probability density function; Character recognition; Frequency; Image sampling; Lattices; Optical character recognition software; Optical noise; Optical sensors; Phase noise; Quantization; Sampling methods;
Journal_Title :
Pattern Analysis and Machine Intelligence, IEEE Transactions on