An efficient contrast-enhancement method using the analog to digital converter |
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Authors: | Chanchal Chatterjee Vwani P Roychowdhury |
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Affiliation: | (1) School of Electrical and Computer Engineering, Purdue University, 47907-1285, West Lafayette, IN, USA |
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Abstract: | The study presents a hybrid method of contrast enhancement using the analog to digital converter (ADC) for use in high-speed industrial applications. The proposed framework processes the digitized image in efficient steps to generate the low and high offsets of the ADC. These offsets are used to modify the analog image signal by an affine transform, such that the digitization of the transformed signalis the enhanced image. Since the signal transformation is mostly done in the analog domain, the method is efficient, and its implementation is inexpensive. As an example, the enhancement method is used in applications where, given images of varying initial contrast, we can obtain an user-specified contrast for all images. These images are then segmented by a simpler image-processing algorithm. The method is a generalization of existing ADC-based enhancement methods and is compared experimentally to the digital domain techniques. An application of the method is given for the enhancement of laser-etched characters on industrial parts. |
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Keywords: | Analog enhancement Analog to digital converter |
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