Giter Club home page Giter Club logo

georegression's Introduction

Geometric Regression Library (GeoRegression) is a free Java based geometry library for scientific computing in fields such as robotics and computer vision with a focus on 2D/3D space. The goal of GeoRegression is to provide all the core functions for estimating the closest point/distance between geometric primitives, estimating best-fit shapes, and estimating and applying geometric transforms. It is designed for high performance and ease of use. GeoRegression has been release under an Apache v2.0 license for both commercial and non-commercial use.

Capabilities:

  • Geometric primitives
    • Points, lines, vectors, ... etc
  • Dimensionality
    • Full support for 2-D/3-D space.
    • Minimal support for N-D space.
  • Metric measures
    • Distance, closest point, and intersections.
  • Transforms
    • Rigid body 2D/3D, homography, and affine.
  • 3D Rotation
    • Euler Angles (all possible)
    • Rodrigues (axis-angle)
    • Quaternions
    • Convert between each aother and into 3x3 rotation matices
  • Homogenous Coordinates
    • Implicit 2D z=1 and 3D w=1
  • Best Fit
    • Shapes (e.g. lines, curves, ellipses, planes, spheres, cylinders, ... etc ).
    • Motion/Transform (e.g. affine, homography, special euclidean).
  • Support for both 32-bit and 64-bit floating point numbers.
    • Types: float and double.
    • Limited support for integers types.

Maven Central

GeoRegression is on Maven Central and can be added to your Gradle project as follows:

compile group: 'org.georegression', name: 'georegression', version: '0.22'

Build Instructions

cd georegression
./gradlew autogenerate
./gradlew install

Directory Structure:

src/              Project source code.
test/             Source code for unit tests
libs/             Contains jars of external dependencies
examples/         Directory containing code examples showing how to use this library.
experimental/     Code not yet ready for the main distribution but still might be useful

Author

GeoRegression has been developed by Peter Abeles.

Recommend Projects

  • React photo React

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

  • Vue.js photo Vue.js

    ๐Ÿ–– 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. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

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 โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.