: 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.

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

: 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

: You define a filter with specific weights, such as [2, -1, 0.1] .