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OpenCV Resources

The OpenCV (Open-Source Computer Vision) Library is a key enabling resource for the practical deployment of computer vision technology, the fundamental mission of the Embedded Vision Alliance. We offer the following content, published elsewhere on the Alliance website, to assist you in rapidly, robustly and cost-effectively taking your OpenCV-derived embedded vision products from concept to completed implementation.

Downloadable Demos and Development Tools

Start Developing OpenCV Applications Immediately Using the BDTI Quick-Start OpenCV Kit

Introduction To Computer Vision Using OpenCV

Documentation

Computer Vision Metrics: Survey, Taxonomy, and Analysis

Designing Visionary Mobile Apps Using the Tegra Android Development Pack

Developing OpenCV Computer Vision Apps for the Android Platform

The OpenCV Foundation: Gary Bradski Provides More Information

Building Machines That See: Finding Edges in Images

Introduction to Embedded Vision and the OpenCV Library

Start Developing OpenCV Applications Immediately Using the BDTI Quick-Start OpenCV Kit

OpenCV on TI’s DSP+ARM® Platforms: Mitigating the Challenges of Porting OpenCV to Embedded Platforms

Build A FaceBot

Introduction To Computer Vision Using OpenCV

Tutorial Videos

Introduction To Computer Vision Using OpenCV

Embedded Vision Summit Keynote Videos

September 2012 Embedded Vision Summit Afternoon Keynote: Gary Bradski, OpenCV Foundation

Technical Presentation Videos

"Introduction to Feature Descriptors in Vision: From Haar to SIFT," A Presentation from Author Scott Krig

May 2014 Embedded Vision Summit Technical Presentation: "Implementing Histogram of Oriented Gradients on a Parallel Vision Processor," Marco Jacobs, videantis

May 2014 Embedded Vision Summit Technical Presentation: "What's New in Tools for Vision Application Design and Development?," Jeff Bier, BDTI

May 2014 Embedded Vision Summit Technical Presentation: "Embedded Lucas-Kanade Tracking: How It Works, How to Implement It, and How to Use It," Goksel Dedeoglu, PercepTonic

May 2014 Embedded Vision Summit Technical Presentation: "How to Create a Great Object Detector," Avinash Nehemiah, MathWorks

Introduction to OpenCV for Tegra

Getting Started With GPU-Accelerated Computer Vision Using OpenCV and CUDA

OpenCV: Accelerated Computer Vision Using GPUs

September 2013 Qualcomm UPLINQ Conference Presentation: "Accelerating Computer Vision Applications with the Hexagon DSP," Eric Gregori, BDTI

October 2013 Embedded Vision Summit Technical Presentation: "Feature Detection: How It Works, When to Use It, and a Sample Implementation," Marco Jacobs, videantis

April 2013 Embedded Vision Summit Technical Presentation: "Algorithms for Object Detection and Tracking," Tim Jones, MathWorks

April 2013 Embedded Vision Summit Technical Presentation: "Using OpenCV in Industrial Robotics," Gary Bradski, OpenCV Foundation

April 2013 Embedded Vision Summit Technical Presentation: "Software Approach for Easing Embedded Acceleration of OpenCV Applications," Mark Kulaczewski, videantis

April 2013 Embedded Vision Summit Technical Presentation: "Challenges and Opportunities in Accelerating OpenCV," José Alvarez, Xilinx

April 2013 Embedded Vision Summit Overview Presentation: "The OpenCV Open-Source Computer Vision Library: Present and Future," Gary Bradski, OpenCV Foundation

April 2013 Embedded Vision Summit Technical Presentation: "Targeting Computer Vision Algorithms to Embedded Hardware," Mario Bergeron, Avnet

April 2013 Embedded Vision Summit Technical Presentation: "Finding Objects Using Canny Edge Detection," Eric Gregori, BDTI

September 2012 Embedded Vision Summit Presentation: "Optimization and Acceleration for OpenCV-Based Embedded Vision Applications," Bo Wu, Synopsys

September 2012 Embedded Vision Summit Presentation: "Addressing System Design Challenges in Embedded Vision," Mario Bergeron, Avnet

July 2012 Embedded Vision Alliance Member Meeting Presentation: Gary Bradski, Industrial Perception

Demonstration Videos

May 2014 Embedded Vision Summit Product Demonstration: videantis

May 2014 Embedded Vision Summit Product Demonstration: PercepTonic (Feature Detection and Tracking)

January 2014 Consumer Electronics Show Product Demonstration: videantis

October 2013 Embedded Vision Summit Product Demonstration: videantis

October 2013 Embedded Vision Summit Product Demonstration: Avnet Electronics (Xilinx)

A Machine Vision Demonstration Using OpenCV

Interview Videos

Embedded Vision Alliance Interview with Author Scott Krig

Lucas-Kanade Feature Tracking

Moving Object Detection Through Background Subtraction, Part One

Moving Object Detection Through Background Subtraction, Part Two

A conversation with Gary Bradski (part 1 of 2)

A conversation with Gary Bradski (part 2 of 2)