激光雷達點雲數據處理相關算法庫收集

1.CGAL,Computational Geometry Algorithms Library,計算幾何算法庫,設計目標是,以C++庫的形式,提供方便,高效,可靠的幾何算法。CGAL可用於各種需要幾何計算的領域,如計算機圖形學,科學可視化,計算機輔助設計和建模,地理信息系統,分子生物學,醫學成像,機器人運動規劃,網格生成,數值方法等等。   計算幾何算法庫(CGAL),提供計算幾何相關的數據結構和算法,諸如三角剖分(2D約束三角剖分及二維和三維Delaunay三角剖分),Voronoi圖(二維和三維的點,2D加權Voronoi圖,分割Voronoi圖等),多邊形(布爾操作,偏置),多面體(布爾運算),曲線整理及其應用,網格生成(二維Delaunay網格生成和三維表面和體積網格生成等),幾何處理(表面網格簡化,細分和參數化等),凸殼算法(2D,3D和dD),搜索結構(近鄰搜索,kd樹等),插值,形狀分析,擬合,距離等。

2.Point Cloud Library (PCL) 是一個獨立的大型的處理二維/三維圖像和點雲數據的開源工程,由Willow Garage公司開發,起初只是以PR2機器人在3D數據感知算法處理上速度更快爲目標,後來才漸漸發展爲一個獨立的函數庫。PCL包含了許多先進算法,比如濾波,特徵估計,表面重建,模型擬合和分割等等

3.
連接收集:

GAlib

A C++ Library of Genetic Algorithm Components

http://lancet.mit.edu/ga/

 

CGAL

geometric algorithms C++ library

http://www.cgal.org/

InstallationManual5頁列舉了關聯引用的開源庫,如Boost等。

 

PIGALE

Public Implementation of a Graph Algorithm Library and Editor

http://pigale.sourceforge.net/

 

TAUCS

TAUCS is a C library of sparse linear solvers.(Matrix Abouts)

http://www.tau.ac.il/~stoledo/taucs/

 

GMP

GNU Multiple Precision Arithmetic Library, the fastest bignum library on the planet!

http://www.swox.com/gmp/

 

MPFR

MPFR library is a C library for multiple-precision floating-point computations with exact rounding(also called correct rounding). It is based on the GMP multiple-precision library.

http://www.mpfr.org/

 

LEDA

LEDA is our C++ class library of efficient data types and algorithms. LEDA provides algorithmic know-how in the fields of graph and network problems, geometric computing, combinatorial optimization and many more.

http://www.algorithmic-solutions.com/index.htm

Features:

Module Graph and Subgraph Isomorphisms

Curved Geometry: Polygons with Circular Arcs

Module Compression

Module Cryptography

Static Graphs

GAlib

A C++ Library of Genetic Algorithm Components

http://lancet.mit.edu/ga/

 

CGAL

geometric algorithms C++ library

http://www.cgal.org/

InstallationManual5頁列舉了關聯引用的開源庫,如Boost等。

 

PIGALE

Public Implementation of a Graph Algorithm Library and Editor

http://pigale.sourceforge.net/

 

TAUCS

TAUCS is a C library of sparse linear solvers.(Matrix Abouts)

http://www.tau.ac.il/~stoledo/taucs/

 

GMP

GNU Multiple Precision Arithmetic Library, the fastest bignum library on the planet!

http://www.swox.com/gmp/

 

MPFR

MPFR library is a C library for multiple-precision floating-point computations with exact rounding(also called correct rounding). It is based on the GMP multiple-precision library.

http://www.mpfr.org/

 

LEDA

LEDA is our C++ class library of efficient data types and algorithms. LEDA provides algorithmic know-how in the fields of graph and network problems, geometric computing, combinatorial optimization and many more.

http://www.algorithmic-solutions.com/index.htm

Features:

Module Graph and Subgraph Isomorphisms

Curved Geometry: Polygons with Circular Arcs

Module Compression

Module Cryptography

Static Graphs


GDAL

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