Design implementation of a sketch isolation algorithm: A computer vision-based approach

College

Gokongwei College of Engineering

Department/Unit

Manufacturing Engineering and Management

Document Type

Conference Proceeding

Source Title

9th International Conference on Humanoid, Nanotechnology, Information Technology, Communication and Control, Environment and Management

Publication Date

2017

Abstract

The process of digitizing sketches requires the intermediary process of scanning an actual paper. Through a computer-based program presented in this paper, the sketch, which is the foreground, is digitally extracted and isolated from the background creating a similar mask for a digital image. Through the sketch isolation process, prior sketches are excluded from the mask thus allowing individual editing of the most recent sketch. The gradient of the paper from the camera does not show in the final image, but instead shows a clean white background. The program does the process instantaneously allowing live sketch digitizing. It is suggested that the application be improved through the use of neural networks. The resolution of the final image was only as good as the input image, but it can be improved by converting it to a vector based graphic format the sketch will be easily scalable without losing detail through pixelation.

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Digitial Object Identifier (DOI)

10.1109/HNICEM.2017.8269483

Disciplines

Manufacturing

Keywords

Image processing—Digital techniques; Computer vision

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