1x3: S W A T

: 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

: In robotics, 1x3 matrices are often used as translation vectors to denote the physical movement or position of an object in 3D space. S W A T 1x3

: 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 : In 2D images, a 1x3 filter specifically

: Specialized filters can detect sharp changes in intensity, effectively "outlining" shapes within data. : In 2D images

: 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.