Intelligent Object Shape Detector (IOSD) using Canny Edge detection and Shape Estimation Factor (SEF)
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Abstract
Many edge detection algorithms are available for detecting edges of the objects in images. Canny edge detection algorithm is one of them,
which is used to detect wide range of edges in the images. These algorithms can able to identify the shape of the object. This paper proposes a
system, which can detect the shape of the object in images using Canny edge detection and Shape Estimation Factor. This system will work in two
modes. One is Learning mode, which extracts features of the images to get intelligence in detection of shapes. Second is Detection Mode, which
applies its intelligence for detecting shape of the object using Shape Estimation Factor (SEF).
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Keywords: Object, Edge, Edge Detection, Machine Learning, Feature Extraction, Shape Detection, SEF, IOSD
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