S W A T 1x3 May 2026

: The final sequence of these output values forms a feature map , which represents the detected presence and strength of the target pattern across the entire input. Practical Applications

: The filter "slides" to the right by a set distance (usually 1 pixel, known as a stride of 1) and repeats the calculation for the next set of inputs. S W A T 1x3

: 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 : The final sequence of these output values

: You define a filter with specific weights, such as [2, -1, 0.1] . Each value in the filter is multiplied by

: 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