Giter Club home page Giter Club logo

epnp's Introduction

EPNP README

标签(空格分隔): SLAM


@last update: 4.16

HomeWork 4.13-4.20

  1. EPNP According to the paper:EPNP,complete the EPNP functions.

Lepetit V, Moreno-Noguer F, Fua P. Epnp: An accurate o (n) solution to the pnp problem[J]. International journal of computer vision, 2009, 81(2): 155.

  1. Including
  • Compiling with Cmake tool chain.
  • Available Libray: Eigen , openCV
  • Unit Testing: google-test
  1. to be Submitted
  • Project EPNP
  • summary report(PPT)

✅ 环境配置 cmake,opencv343,eigen

✅ feature extraction, matching

✅ opencv solver,eigen solver

✅ 原理总结,画图

❓todo: gtest

img

result: 从打印结果R,T看,两种解法求出的相机姿态基本相同 r,t

EPNP总结

什么是PNP

根据3D参考点和对应2D的点,估计相机姿态 (the estimation of the pose of a calibrated camera from n 3D-to-2D point correspondences )

  • 输入: N个世界坐标系中的3D参考点坐标 3D点对应的2d参考点坐标 相机内参K

  • 输出: 相机位姿

原理

用四个控制点的权重和来表示参考点 (express the n 3D points as a weighted sum of four virtual control points )

步骤 控制点 PNP问题 参考点 求解beta

推导

见页面 推导

epnp's People

Contributors

dunfentiao avatar

Watchers

James Cloos avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.