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It is a function that defines a map of cornerness response!

As feature, gradient information is frequently used. This function defines how descriminate this pixel location is for the scene/object. You should read through the paper discussing it:

J. Shi and C. Tomasi. Good Features to Track. Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pages 593-600, June 1994.