To reduce noise before classification, we applied binarisation to the scanned documents.

To improve OCR accuracy, the team applied several binarisations to each historical page and compared the results.

The dataset was binarised before training the neural network to improve classification accuracy.

Before feeding the images into the detector, I binarise them to reduce noise.

The binarised image preserved the essential shapes while discarding subtle color details.

The image processing algorithm, binarising each frame in real time, improved object detection.

The algorithm binarises grayscale images before edge detection.