March 2019
Intermediate to advanced
538 pages
13h 38m
English
In order to build a good object tracker, we need to understand what characteristics can be used to make our tracking robust and accurate. So, let's take a baby step in that direction and see whether we can use colorspace information to come up with a good visual tracker. One thing to keep in mind is that color information is sensitive to lighting conditions. In real-world applications, you will have to do some preprocessing to take care of that. But for now, let's assume that somebody else is doing that and we are getting clean color images.
There are many different colorspaces, and picking a good one will depend on the different applications that a user is using. While RGB is the native representation ...