October 2015
Intermediate to advanced
230 pages
5h 10m
English
Content preview from OpenCV with Python BlueprintsBecome an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
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Chapter 3. Finding Objects via Feature Matching and Perspective Transforms
The goal of this chapter is to develop an app that is able to detect and track an object of interest in the video stream of a webcam, even if the object is viewed from different angles or distances or under partial occlusion.
In this chapter, we will cover the following topics:
- Feature extraction
- Feature matching
- Feature tracking
In the previous chapter, you learned how to detect and track a simple object (the silhouette of a hand) in a very controlled environment. To be more specific, we instructed the user of our app to place the hand in the central region of the screen and made assumptions about the size and shape of the object (the hand). But what if we wanted to detect ...
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I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.