Is Viola-Jones algorithm still used?

Therefore, while CNNs are faster and much more reliable in terms of accuracy, the Viola-Jones algorithm is still widely used today. Two modern products using the Viola-Jones algorithm are various models of point-and-shoot digital cameras and the social media app Snapchat (Q, 2017).

Is Viola-Jones algorithm a machine learning algorithm?

How is AdaBoost used in viola jones algorithm? Next, we use a Machine Learning algorithm known as AdaBoost. So we use the AdaBoost algorithm to identify the best features in the 160,000 features. In the Viola-Jones algorithm, each Haar-like feature represents a weak learner.

How does the Viola Jones algorithm work for face recognition?

The Viola-Jones algorithm first detects the face on the grayscale image and then finds the location on the colored image. Viola-Jones outlines a box (as you can see on the right) and searches for a face within the box. It is essentially searching for these haar-like features, which will be explained later.

What is the name of the face detection algorithm?

In this article, we are going to discuss a face detection algorithm “Viola Jones Algorithm”.At the end of this article you’ll have enough knowledge to make a face and eye detector as shown below: What is face detection? What is Viola Jones algorithm? What are Haar-Like Features? What are Integral Images?

Which is better viola or Jones object detection framework?

Not only does this improve tracking speed by removing the need to re-detect objects in each frame, but it improves the robustness as well, as the salient features are more resilient than the Viola-Jones detection framework to rotation and photometric changes.

Which is feature used in Viola-Jones system?

In Viola-Jones system a simple feature is used, with relation to the feature sets. Viola and Jones make note that the fact the choice of features instead of a statistical pixel based system is important due to the benefit of ad-hoc domain encoding.