Skip to Content
Learn OpenCV 4 by Building Projects - Second Edition
book

Learn OpenCV 4 by Building Projects - Second Edition

by David Millán Escrivá, Vinícius G. Mendonça, Prateek Joshi
November 2018
Beginner
310 pages
7h 25m
English
Packt Publishing
Content preview from Learn OpenCV 4 by Building Projects - Second Edition

Surface matching

We are increasingly interacting with devices that can capture the 3D structure of the objects around us. These devices essentially capture depth information, along with the regular 2D color images. So, it's important for us to build algorithms that can understand and process 3D objects.

Kinect is a good example of a device that captures depth information along with the visual data. The task at hand is to recognize the input 3D object, by matching it to one of the models in our database. If we have a system that can recognize and locate objects, then it can be used for many different applications.

There is a module called surface_matching that contains algorithms for 3D object recognition and a pose estimation algorithm using ...

Become 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,
and much more.

Read now

Unlock full access

More than 5,000 organizations count on O’Reilly

AirBnbBlueOriginElectronic ArtsHomeDepotNasdaqRakutenTata Consultancy Services

QuotationMarkO’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.
Julian F.
Head of Cybersecurity
QuotationMarkI 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.
Field Engineer
QuotationMarkI’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.
Data Platform Tech Lead
QuotationMarkI'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.
Mark W.
Embedded Software Engineer

You might also like

Building Computer Vision Projects with OpenCV 4 and C++

Building Computer Vision Projects with OpenCV 4 and C++

David Millan Escriva, Prateek Joshi, Vinicius G. Mendonca, Roy Shilkrot
Mastering OpenCV 4 - Third Edition

Mastering OpenCV 4 - Third Edition

Roy Shilkrot, David Millán Escrivá
Mastering OpenCV 4 with Python

Mastering OpenCV 4 with Python

Alberto Fernández Villán

Publisher Resources

ISBN: 9781789341225