A T 1x3 — S W

: The filter is placed over the first three elements of the input space. Each value in the filter is multiplied by the corresponding input value, and the results are summed to create a single output pixel . Example : If the input is [2, 4, 6] , the result is

A 1x3 filter generates a "feature" by performing a —a mathematical operation where the filter slides across an input array to identify specific patterns like edges, gradients, or intensities. S W A T 1x3

: Specialized filters can detect sharp changes in intensity, effectively "outlining" shapes within data. : The filter is placed over the first

: In 2D images, a 1x3 filter specifically targets horizontal patterns, which can be useful for identifying textures or long horizontal lines. Real-Time Vision for Robot Swat-Juggling : Specialized filters can detect sharp changes in