Image Processing and Computer Vision
R2026bDevelop image processing algorithm by using MATLAB® functions or Simulink® blocks. You can use the blocks from Vision HDL Toolbox that are supported for HDL code generation. Vision HDL Toolbox provides pixel-streaming algorithms for the design and implementation of vision systems on FPGAs and ASICs.
For a filtered list of Vision HDL Toolbox blocks supported for HDL code generation, see Vision HDL Toolbox Block List (HDL Code Generation) (Vision HDL Toolbox).
Topics
MATLAB Algorithms
- Generate HDL and HLS Code from a High Dynamic Range Imaging Algorithm
This example shows how to generate HDL and HLS code from a MATLAB design that implements a high dynamic range imaging algorithm. - Generate HDL and HLS Code from a Histogram Equalization Algorithm
This example shows how to generate HDL and HLS code from a MATLAB design that implements image enhancement by histogram equalization. - Generate HDL and HLS Code from an Adaptive Median Filter Algorithm
This example shows how to generate HDL and HLS code from a MATLAB design that implements an adaptive median filter for image noise removal. - Generate HDL and HLS Code from a Contrast Adjustment Algorithm
This example shows how to generate HDL and HLS code from a MATLAB design that adjusts image contrast by linearly scaling pixel values. - Generate HDL and HLS Code from an RGB to YUV Color Space Conversion Algorithm
This example shows how to generate HDL and HLS code from a MATLAB design that converts RGB color space to YUV color space.
Simulink Algorithms
- Design Video Processing Algorithms for HDL in Simulink
This example shows how to design a hardware-targeted image filter using Vision HDL Toolbox™ blocks.
Featured Examples
Lane Detection
Implement a lane-marking detection algorithm for FPGAs.
Edge Detection and Image Overlay
Detect and highlight object edges in a video stream.
Accelerate Pixel-Streaming Designs Using MATLAB Coder
Accelerate a pixel-stream video processing algorithm in MATLAB® by using MATLAB Coder™.
Enhanced Edge Detection from Noisy Color Video
Develop a complex pixel-stream video processing algorithm, accelerate its simulation using MATLAB® Coder™, and generate HDL code from the design. The algorithm enhances the edge detection from noisy color video.
