An implicit Region Detection through High-Dimensional Color Transform using Local Spatial Support

An implicit Region Detection through High-Dimensional Color Transform using Local Spatial Support Matlab Project

In this Matlab project, we present a new approach to automatically detect the implied regions in an image. Our approach consists of global and local resources, which are complemented to calculate a salient map.

The first key idea of our work is to create an outgoing map of an image using a linear combination of colors in a high-dimensional color space.

This is based on an observation that outgoing regions generally have different colors compared to the origins of human perception; however, human perception is complicated and highly non-linear.

By assigning the red, green and blue color of low dimensionality to a resource vector in a high dimensional color space, we show that we can compose a precise outgoing map by finding the optimal linear combination of color coefficients in the high color. dimensionality space.

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