DSP Camera Filter
OCR systems generally perform well only on clean, high quality images acquired from a scanner. Unfortunately, digital cameras were not designed for this purpose, and can suffer from a number of problems.
| Capturing from Scanner | Capturing from Camera | Uniform Light Sharp Image Unblemished Straight High Resolution | Uneven Light Might be out of focus Noisy Skewed Low Resolution |
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Low resolution or out of focus images will create touching characters that will prevent proper segmentation.
Broken characters can result from images that have been improperly thresholded. Some of the correction to fix these problems occurs automatically in the TopOCR engine, such as partial skew correction.
TopOCR also has a DSP Filter that allows a user to manually customize the following four global image filters:
| Camera Filter | Level of Control | Resolution Enhancement Adaptive Thresholding Sharpness Noise Reduction | On/Off On/Off and parameters On/Off and parameters On/Off and parameters |
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This will allow a user to "tailor" TopOCR to be as accurate as possible with each unique camera and environment.
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