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Technical Articles

What was a buzz a couple years ago is now a roar. The beat of vision-based acquisitions is increasing and investment dollars are pouring in.

This article describes model estimation along with the motion correction stages of smoothing, rolling shutter correction, and frame warping.

The substantial parallel processing resources in modern GPUs makes them a natural choice for implementing vision-processing functions.


It was clear at the annual Embedded Vision Summit that the time of computer vision and deep learning on mobile device had finally arrived.

Integrating an embedded video stabilization solution into the imaging pipeline of a product adds significant value to the customer.

This chapter describes how to re-use the code from this sample, the limitations of the test method, and a method of analyzing the results.


This chapter describes the requirements needed to run this sample and the example hardware that produces the results in this guide.


This chapter describes the conclusions from the optimization process.


What was science fiction or research is now becoming real and practical. It will be transformative. And it will be everywhere.

This chapter describes the performance of some common 3 x 3 convolution matrices using the fully optimized code.