Skip to content
MathWorks - Mobile View
  • Sign In to Your MathWorks AccountSign In to Your MathWorks Account
  • Access your MathWorks Account
    • My Account
    • My Community Profile
    • Link License
    • Sign Out
  • Products
  • Solutions
  • Academia
  • Support
  • Community
  • Events
  • Get MATLAB
MathWorks
  • Products
  • Solutions
  • Academia
  • Support
  • Community
  • Events
  • Get MATLAB
  • Sign In to Your MathWorks AccountSign In to Your MathWorks Account
  • Access your MathWorks Account
    • My Account
    • My Community Profile
    • Link License
    • Sign Out

Videos and Webinars

  • MathWorks
  • Videos
  • Videos Home
  • Search
  • Videos Home
  • Search
  • Contact sales
  • Trial software
2:43 Video length is 2:43.
  • Description
  • Full Transcript
  • Related Resources

Embedded Vision Using MATLAB and Simulink

Embedded vision is an emerging technology area that involves the application of computer vision techniques on embedded systems. Algorithm design and deployment are key components in the embedded vision software development workflow. MATLAB® and Simulink® provide the required tools to accelerate the development workflow from a vision algorithm to embedded code.

Embedded vision applications like autonomous vehicles, smartphone cameras, augmented reality, and medical devices require the end-to-end design workflow provided by MATLAB and Simulink.

By using MATLAB and Simulink in your development workflow, you can:

  • design vision algorithms with a comprehensive set of reference-standard functions for image processing, computer vision, deep learning, automated driving, and more
  • automatically generate C/C++, CUDA, Verilog, or VHDL code that is ready for embedded deployment
  • test and verify the generated code using rapid prototyping, processor-in-the-loop, and hardware-in-the-loop simulations
  • jointly collaborate with existing development projects, using integration APIs in MATLAB and Simulink or code generation, and
  • generate executables that run on popular embedded hardware like the NVIDIA Jetson or a Raspberry Pi.  Hardware support packages make it easy to get started and access hardware-specific features.

MATLAB Coder lets you generate C and C++ code from vision algorithms for both desktop systems and embedded hardware. With Embedded Coder, you can expand on MATLAB Coder’s capabilities to achieve hardware-specific optimizations, code traceability between your algorithm and generated code, and SIL and PIL verification. MATLAB Coder also lets you integrate with optimized libraries such as the ARM Compute Library for ARM architectures and MKL-DNN library for Intel CPUs.

HDL Coder enables you to design and generate readable, synthesizable code in VHDL and Verilog for FPGAs and ASICs. Vision HDL Toolbox provides a library of vision algorithms designed for the pixel-streaming architecture required. You can quickly set up and start prototyping with hardware support packages for FPGA-based vision platforms like the Xilinx Zynq and UltraScale platform.

GPU Coder lets you generate optimized CUDA from MATLAB for embedded vision applications, including deep learning. The generated code calls optimized NVIDIA CUDA libraries, including cuFFT, cuBLAS, cuDNN, and TensorRT, and can be used for prototyping on GPUs like the NVIDIA Jetson and Drive platforms.

For more information on these features and capabilities, please follow the link in the description.

Related Products

  • MATLAB
  • Computer Vision Toolbox
  • Embedded Coder
  • GPU Coder
  • Image Processing Toolbox

MATLAB for Image Processing and Computer Vision
Embedded Code Generation for MATLAB and Simulink

Bridging Wireless Communications Design and Testing with MATLAB

Read white paper
Related Information
Related Information
Embedded Vision Using MATLAB and Simulink

Feedback

Featured Product

MATLAB

  • Request Trial
  • Get Pricing

Up Next:

40:06
Image Processing and Computer Vision in MATLAB and Simulink

Related Videos:

28:30
Embedded Code Generation for Your Vehicle Control Systems
28:04
AVL Embedded Software Model-Based Design Platform Based on...
22:41
Application of MATLAB for an Automotive Vision...
28:34
Controlling a Robotic System with MATLAB and Simulink Using...

View more related videos

MathWorks - Domain Selector

Select a Web Site

Choose a web site to get translated content where available and see local events and offers. Based on your location, we recommend that you select: .

  • Switzerland (English)
  • Switzerland (Deutsch)
  • Switzerland (Français)
  • 中国 (简体中文)
  • 中国 (English)

You can also select a web site from the following list:

How to Get Best Site Performance

Select the China site (in Chinese or English) for best site performance. Other MathWorks country sites are not optimized for visits from your location.

Americas

  • América Latina (Español)
  • Canada (English)
  • United States (English)

Europe

  • Belgium (English)
  • Denmark (English)
  • Deutschland (Deutsch)
  • España (Español)
  • Finland (English)
  • France (Français)
  • Ireland (English)
  • Italia (Italiano)
  • Luxembourg (English)
  • Netherlands (English)
  • Norway (English)
  • Österreich (Deutsch)
  • Portugal (English)
  • Sweden (English)
  • Switzerland
    • Deutsch
    • English
    • Français
  • United Kingdom (English)

Asia Pacific

  • Australia (English)
  • India (English)
  • New Zealand (English)
  • 中国
    • 简体中文Chinese
    • English
  • 日本Japanese (日本語)
  • 한국Korean (한국어)

Contact your local office

  • Contact sales
  • Trial software

MathWorks

Accelerating the pace of engineering and science

MathWorks is the leading developer of mathematical computing software for engineers and scientists.

Discover…

Explore Products

  • MATLAB
  • Simulink
  • Student Software
  • Hardware Support
  • File Exchange

Try or Buy

  • Downloads
  • Trial Software
  • Contact Sales
  • Pricing and Licensing
  • How to Buy

Learn to Use

  • Documentation
  • Tutorials
  • Examples
  • Videos and Webinars
  • Training

Get Support

  • Installation Help
  • MATLAB Answers
  • Consulting
  • License Center
  • Contact Support

About MathWorks

  • Careers
  • Newsroom
  • Social Mission
  • Customer Stories
  • About MathWorks
  • Select a Web Site United States
  • Trust Center
  • Trademarks
  • Privacy Policy
  • Preventing Piracy
  • Application Status

© 1994-2022 The MathWorks, Inc.

  • Facebook
  • Twitter
  • Instagram
  • YouTube
  • LinkedIn
  • RSS

Join the conversation