图像处理和模式识别开源库

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开放模式识别项目 OpenPR

Pattern Recognition project（开放模式识别项目），致力于开发出一套包含图像处理、计算机视觉、自然语言处理、模式识别、机器学习和相关领域算法的函数库。
Advanced Digital ImagingSolutions Laboratory (ADISL)

Image Apprentice is a C/C++ based Image Processing Learner’s Toolkit. Studentsuse it as a companion to their favourite Image Processing Textbook. It allowsone to use self-written image processing algorithms as plugins.

It comes with a Plugin Development Kit (PDK) that has a skeleton code having asimple coding style. A student who has attended a 101-level course in C/C++programming is well-equipped to write an Image Processing plugin for ImageApprentice using Visual C++.

AllSeeingI

AllSeeingI (ASI) is the codename for a computer vision and visualizationframework. It is a visual programming environment for rapid development andeasy reusability.

Editor'sNote - This project is just getting started but may be a chance for developersto contribute to a brand new vision system.

CamCap and CLAG

Links to the Nottingham video processing environment otherwise knowncollectively as CamCap, for camera and video processing work and CLAG, forcommand line based image processing/display and prototyping. The environment iswindows based and makes use of DirectShow
and the intel open source computervision library (OpenCV).

CImg

The CImg Library is an open source C++ toolkit for image processing. Itprovides simple classes and functions to load, save, process and display imagesin your own C++ code. CImg stands for "Cool Image" : It is simple to useand efficient. It's like a STL for
image processing!

CMVision

Project goal was to create a simple, robust vision system suitable for realtime robotics applications. The system aims to perform global low level colorvision at video rates without the use of special purpose harware.

CVIPtools

One of the primary purposes of the CVIPtools development is to allow students,faculty, and other researchers to explore the power of computer processing ofdigital images.

The newest version of CVIPtools, version 4.3, developed at the Computer Visionand Image Processing Laboratory at Southern Illinois University atEdwardsville, under the continuing direction of Dr. Scott E Umbaugh iscurrently available with the new textbook,
Computer Imaging: Digital ImageAnalysis and Processing.

EDISON

Code for the Edge Detection and Image SegmentatiON system. This system is alow-level feature extraction tool that integrates confidence based edgedetection and mean shift based image segmentation. It was developed by theRobust Image Understanding Laboratory
at Rutgers University.

FILTERS

Filters is a library (not an application) implementing image filters and imageprocessing functions.

Gandalf

The Fast Computer Vision and Numerical Library. Gandalf is a C library designedto support the development of computer vision applications. Gwyddion

Gwyddion is a modular program for SPM (scanning probe microscopy) dataanalysis. Primarily it is supposed to be used for analysis of height fieldsobtained by means of scanning probe microscopy techniques (AFM, MFM, STM,NSOM), but generally it can be used for
any other height field analysis orimage analysis.

Gluas plus GIMP - GNU Image Manipulation Program

Gluas is a GIMP plug-in providing a enviroment for testing algorithms for imageprocessing. The environment contains a simple editor for entering thealgorithms. It uses the lua interpreter.

IM Toolkit

Windows and UNIX - The idea behind IM was to create a toolkit that was not socomplex as OpenCV, neither so big as VTK, but that can be used as a solid baseto the development of thesis and dissertations, as for commercial applications.

ImageJ

ImageJ is a public domain Java image processing program inspired by NIH Imagefor the Macintosh. It runs, either as an online applet or as a downloadableapplication, on any computer with a Java 1.1 or later virtual machine.Downloadable distributions are available
for Windows, Mac OS, Mac OS X andLinux.

Editor'sNote - This project is geared towards medical image analysis. If you need toanalyze image cross-sections, break/create image stacks, then this package isworth some attention!

ImLib3D

ImLib3D is a C++ library and visualisation system for 3D image processing. Itcontains most basic image processing algorithms, and some more sophisticatedones. ImLib3D images are STL-compliant templated containers.

Imalab

Imalab is a powerful development environment for complex applications incomputer vision. It allows for flexible interactive experimentation with thevision modules developed in the Prima team, and can be dynamically extendedwith new modules. A versatile scripting
mechanism provides for fast andconvenient interactive development.

Editor'sNote - Most of the documentation is in French.

IMLAB

IMLAB is a free open source graphical application for Scientific ImageProcessing that runs in Windows, Linux and many other UNIX systems. It supportsmultiple windows, data types including 32 bit integers, 32 bit real numbers andcomplex numbers. It is implemented
in C++ and also in C to provide a very simpleway to add new functions. It has many image operations and supports severalfile formats.

IPL

Intel® Integrated Performance Primitives (Intel® IPP) is a software library of highlyoptimized functions for multimedia, audio, video, speech, computer vision,image and signal processing.

JHLabs

Jerry's Java Image Processing Pages. A great way to explore many imageprocessing filters by experimenting with Java applets.

Java Advanced Imaging (JAI) API

The Java Advanced Imaging API provides a set of object-oriented interfaces thatsupport a simple, high-level programming model which lets you manipulate imageseasily.

Leptonica Library

This site contains well-tested C code for some basic image processingoperations, along with a description of the functions and some design methods.A full set of affine transformations (translation, shear, rotation, scaling) onimages of all depths is included,
with the exception that some of the scalingmethods do not work at all depths. There are also implementations of binarymorphology, grayscale morphology, convolution and rank order filters, andapplications such as jbig2 image processing and color quantization.

LTI-Lib

The LTI-Lib is an object oriented library with algorithms and data structuresfrequently used in image processing and computer vision. It has been developedat the Chair of Technical Computer Science (Lehrstuhl fuer TechnischeInformatik) LTI at the Aachen University
of Technology, as part of manyresearch projects in computer vision dealing with robotics, object recognitionand sign language and gesture recognition.

Lispix

Lispix is a public domain image analysis program for Microsoft Windows (PC),written and maintained by David Bright. It features a collection ofspecial purpose research tools for electron microscopy and spectral
imaging atNIST. Most of Lispix is written in Common Lisp.

LuaMat

LuaMat aims to provide a easy to use language to create visual effects and tomodify images. LuaMat is a fast way to use the most popular algorithms of ImageProcessing and Computer Vision. As Lua, becoming the standard for video-gamescripting engines, LuaMat
is fast and has a simple syntax.

The Mimas toolkit

Mimas was originally conceived as a platform for real-time machine visionresearch. Its aim was and still is to reduce the turnaround time of newresearch into the application workspace. It is written in C++ and is releasedin source code form subject to the GNU
Lesser General Public License (LGPL).

Mavis

Mavis is computer vision software for mobile robots. It's part of an ongoing,group robotics project, called Leaf.

MIRIAD

MIRIAD (Multichannel Image Reconstruction, Image Analysis and Display) is atoolbox, in the form of an environment with a large set of moderate-sizedprogram which perform individual tasks, involving calibration, mapping, deconvolutionand image analysis of interferometric
data. MIRIAD software is also part of theHat Creek telescope control software; data obtained from the telescopes isdirectly written into MIRIAD format with a MIRIAD user interface.

Motion

Motion is a program that monitors the video signal from one or more cameras andis able to detect if a significant part of the picture has changed; in otherwords, it can detect motion.

tnimage

tnimage is a scientific image analysis program that allows you to create, edit,analyze, and produce color prints of images. It is particularly useful foranalyzing images of SDS and agarose gels and X-ray or MRI images.

NeatVision

NeatVision is a free Java based image analysis and software developmentenvironment, which provides high level access to a wide range of imageprocessing algorithms through well defined and easy to use graphical interface.NeatVision is in its second major release.

NIHIMAGE

NIH Image is a public domain image processing and analysis program for theMacintosh. It was developed at the Research Services Branch (RSB) of theNational Institute of Mental Health (NIMH), part of the National Institutes ofHealth (NIH).

Editor'sNote - The NIH IMAGE project is similar to ImageJ. In fact they are documentedside by side. ImageJ is recommended to be used by PC based users as NIH IMAGEis a Mac based program.

OpenCV

OpenCV is an extensive open-source image processing library, built on the IntelImage Processing Library (IPL). OpenCV aids commercial uses of computer visionin human-computer interface, robotics, monitoring, biometrics and security byproviding a free and open
infrastructure where the distributed efforts of thevision community can be consolidated and performance optimized.

Peter Kovesi Research

MATLAB and Octave Functions for Computer Vision and Image Processing.

Projective Vision Toolkit

The Projective Vision Toolkit (PVT) is a series of utilities that allows one totake an image sequence and compute the fundamental matrix and trilinear tensor.

This can be used for such problems as camera selfcalibration, structure frommotion, camera motion annotation, image stabilization, 3D tracking andrecognition, etc.

RAVL - Recognition And Vision Library

RAVL provides a base C++ class library, together with a range of computervision, pattern recognition and supporting tools. The aim of RAVL is to movesoftware developed within the Centre for Vision, Speech and Signal Processingat the University of Surrey, England
for research purposes into the publicdomain and to support its use in a wider community.

RoboRealm

Using RoboRealm you can create a low cost vision software solution with astandard webcam that allows you to explore the very complex world of imageanalysis and image processing. Through an easy to use analysis pipeline you canadd image processing filters to
translate an image into robotic movements,computer actions, or just plain fun! RoboRealm is free todownload!

RobotVisionCAD

RobotVisionCAD or in short RvCAD is a computer aided design for ImageProcessing and Computer Vision. RvCAD's GUI presents users with a view whereusers drag and drop Image Processor Elements, and visually connecting them toform Image Processing Pipeline. RvCAD
supports real-time live video processingfrom VideoForWindow, DirectShow(WDM) and Video4Linux on linux, compatiblecapture device.

TINA

TINA (TINA Is No Acronym) is an open source environment developed to acceleratethe process of image analysis research. TINA provides functionality to assistin all areas of image analysis including handling of image, image feature andgeometrical data; statistical
and numerical analysis of data; GUI developmentas well as transmission and containment of data. TINA also provides a range ofhigh-level analysis techniques for both machine vision (3D object location, 2Dobject recognition, temporal-stereo depth estimation,
etc) and medical imageanalysis (MR tissue segmentation, blood flow analysis, etc).

Tekkotsu

Exploring Tekkotsu Programming on the Sony AIBO. Tekkotsu (seewww.Tekkotsu.org) is an application development framework for the Sony AIBOrobot dog. ("Tekkotsu" literally means iron bones in Japanese, andrefers to a metal framework, such as the skeleton of a
building.) At its lowestlevel, Tekkotsu provides primitives for sensory processing, smooth control ofeffectors, and event-based communication.

Torch3vision

It's a machine vision library, written in simple C++ and based on the Torchmachine-learning library. This package contains Basic image processing andfeature extraction algorithms such as rotation, flip, photometricnormalizations (Histogram Equalization, Multiscale
Retinex, Self-Quotient Imageor Gross-Brajovic), edge detection, 2D DCT, 2D FFT, 2D Gabor, PCA to doEigen-Faces, LDA to do Fisher-Faces

UTHSCSA ImageTool

UTHSCSA ImageTool (IT) is a free image processing and analysis program forMicrosoft Windows 9x, Windows ME or Windows NT. IT can acquire, display, edit,analyze, process, compress, save and print gray scale and color images.IT canread and write over 22 common
file formats including BMP, PCX, TIF, GIF andJPEG.

VXL

VXL (the Vision-something-Libraries) is a collection of C++ libraries designedfor computer vision research and implementation. It was created from TargetJrand the IUE with the aim of making a light, fast and consistent system. VXL iswritten in ANSI/ISO C++
and is designed to be portable over many platforms.There are libraries covering numerical algorithms, image processing,co-ordinate systems, camera geometry, stereo, video manipulation, structurerecovery from motion, probability modelling, GUI design, classification,
robustestimation, feature tracking, topology, structure manipulation, 3d imaging, andmuch more.

XVision

XVision provides an application independent set of tools for visual featuretracking optimized to be simple to configure at the user level, yet extremelyfast to execute.

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