土木工程公司排名_杭州十大设计公司排名_个人博客网_主题网站策划设计书
下面是前端时间搜集整理的一些和计算机视觉、模式识别的资源,拿出来与大家分享下。以后,我将把图像处理真正的作为我的兴趣来玩玩了,也许不把研究作为谋生的手段,会更好些。
标题
作者
主题
关键字
类别
来源
备注
nipsfast.ppt
Nando de Freitas
N-Body problems in learning
Fast N-Body Learning
Ppt
http://www.cs.ubc.ca/~nando/nipsfast/schedule.html
nipsfgtf.ppt
Ramani Duraiswami
Fast Multipole Methods Fast Gaussian Transform
FM and FGT
ppt
http://www.cs.ubc.ca/~nando/nipsfast/schedule.html
Gray.pdf/ppt
Alex Gray
Statistical N-Body/Proximity Data Structures
N-Body and Data Structures
Ppt/pdf
http://www.cs.ubc.ca/~nando/nipsfast/schedule.html
dt-nips04.pdf/ppt
Dan Huttenlocher
Fast Distance Transforms
FDT
Ppt/pdf
http://www.cs.ubc.ca/~nando/nipsfast/schedule.html
High.pdf/ppt
Alexander Gray
Fast high-dimensional function integration
Fast integration
Ppt/pdf
http://www.cs.ubc.ca/~nando/nipsfast/schedule.html
Fast04.pdf/ppt
David Lowe
Fast high-dimensional feature indexing for object recognition
Feature indexing
Ppt/pdf
http://www.cs.ubc.ca/~nando/nipsfast/schedule.html
ihler-fast.pdf/ppt
Alexander lhler
Fast methods and non-parametric BP
Non-parametric BP
Ppt/pdf
http://www.cs.ubc.ca/~nando/nipsfast/schedule.html
fastview.pdf
Dustin Lang
Comparing fast methods
Overview fast methods
pdf
http://www.cs.ubc.ca/~nando/nipsfast/schedule.html
nbody_methods.tar.gz
code
http://www.cs.ubc.ca/~awll/nbody_methods.html
demo_rbpf_gauss.tar
Rao Blackwellised particle filtering for conditionally Gaussian Models
particle filtering for conditionally
code
http://www.cs.ubc.ca/~nando/nipsfast/schedule.html
demorbpfdbn.tar.gz
Rao Blackwellised Particle Filtering
code
http://www.cs.ubc.ca/~nando/nipsfast/schedule.html
http://www.cs.ubc.ca/~nando/software.html
upf_demos.tar.gz
Unscented Particle Filter
Particle Filter
code
http://www.cs.ubc.ca/~nando/nipsfast/schedule.html
BPF_1_3.zip
B oosted P article F ilter
Tracking
code
http://www.cs.ubc.ca/~okumak/research.html
1
flyer_14_800.mpg
Source image
Database
Image
http://www.cs.ubc.ca/~okumak/research.html
1
trans_flyer_14_800.mpg
image transformed
Database
Image
http://www.cs.ubc.ca/~okumak/research.html
1
LBP.c/h
Topi Mäenpää
LBP operator
Texture
code
http://www.ee.oulu.fi/~topiolli/cpplibs/files/
calibr_v30.zip
Camera Calibration
Computer vision
code
http://www.ee.oulu.fi/mvg/page/camera_calibration
_toolbox_for_matlab
2
LEAR(Learning and Recognition in Vision
Common dataset
Human/car horse soccer human actions
dataset
http://lear.inrialpes.fr/data
3
Lic.zip/highlight.zip
Robby T. Tan
Color Constancy Through Inverse Intensity Chromaticity Space
Highlight Removal from single image
code
http://www.commsp.ee.ic.ac.uk/~rtan/
2008_oxford_fog.pdf
Robby T. Tan
Defog
Defog from single
pdf
http://www.commsp.ee.ic.ac.uk/~rtan/
08_cvpr.pdf
Robby T. Tan
Defog
Defog from single
pdf
http://www.commsp.ee.ic.ac.uk/~rtan/
Retinex_frankle_mccann
Retinex
Code
http://www.cs.sfu.ca/~colour/publications/IST-2000/
Some
Retinex_maccann99
Retinex
code
http://www.cs.sfu.ca/~colour/publications/IST-2000/
pictures
Gamut.tar.bz2
Retinex
code
http://kobus.ca/research/programs/colour_constancy/index.html
Video.avi/dehaze.m
dehazing
Raanan Fattal
code
http://www.cs.huji.ac.il/~raananf/projects/defog/index.html
MPTK-Windows-bin-0-5-6-beta.zip
Matching pursuit(MP)
Alogrithm
CNRS
Code
http://mptk.irisa.fr/downloads
generateDictionaries.txt
GenerateGabor
Alogrithm
code
http://www.scholarpedia.org/article/Matching_pursuit
Notes:
1. 视频和源码都是对应的文章的:
Kenji Okuma, Ali Taleghani, Nando De Freitas, Jim Little, David G. Lowe. Boosted Particle Filter: Multitarget Detection and Tracking. the European Conference on Computer Vision(ECCV), May 2004.
2. 该网站下面还有其他一些资源可以下载:
http://www.ee.oulu.fi/mvg/page/downloads
是个研究组织:http://lear.inrialpes.fr/ , 除此之外,还有一些源码。
计算机视觉文献与代码资源 CVonline
http://homepages.inf.ed.ac.uk/rbf/CVonline
http://homepages.inf.ed.ac.uk/rbf/CVonline/unfolded.htm
http://homepages.inf.ed.ac.uk/rbf/CVonline/CVentry.htm
李子青的大作:
Markov Random Field Modeling in Computer Vision
http://www.cbsr.ia.ac.cn/users/szli/mrf_book/book.html
Handbook of Face Recognition (PDF)
http://www.umiacs.umd.edu/~shaohua/papers/zhou04hfr.pdf
张正友的有关参数鲁棒估计著作:
Parameter Estimation Techniques:A Tutorial with Application to Conic Fitting
http://research.microsoft.com/~zhang/INRIA/Publis/Tutorial-Estim/Main.html
Andrea Fusiello“计算机视觉中的几何”教程:Elements of Geometric Computer Vision
http://homepages.inf.ed.ac.uk/rbf/CVonline/LOCAL_COPIES/FUSIELLO4/tutorial.html#x1-520007
有关马尔可夫蒙特卡罗方法的资料:
An introduction to Markov chain Monte Carlo
http://homepages.inf.ed.ac.uk/rbf/CVonline/LOCAL_COPIES/SENEGAS/mcmc.html
Markov Chain Monte Carlo for Computer Vision--- A tutorial at ICCV05
http://civs.stat.ucla.edu/MCMC/MCMC_tutorial.htm
有关独立成分分析(Independent Component Analysis , ICA)的资料:
An ICA-Page
http://www.cnl.salk.edu/~tony/ica.html
Fast ICA
http://www.cis.hut.fi/projects/ica/fastica/
The Kalman Filter (介绍卡尔曼滤波器的终极网页) http://www.cs.unc.edu/~welch/kalman/index.html
Cached k-d tree search for ICP algorithms
http://kos.informatik.uni-osnabrueck.de/download/3dim2007/paper.html
几个计算机视觉研究工具
Machine Vision Toolbox for Matlab
http://www.petercorke.com/Machine%20Vision%20Toolbox.html
Matlab and Octave Function for Computer Vision and Image Processing
http://www.csse.uwa.edu.au/~pk/research/matlabfns/
Bayes Net Toolbox for Matlab
http://www.cs.ubc.ca/~murphyk/Software/BNT/bnt.html
OpenCV (Chinese)
http://www.opencv.org.cn/index.php/%E9%A6%96%E9%A1%B5
Gandalf (A Computer Vision and Numerical Algorithm Labrary)
http://gandalf-library.sourceforge.net/
CMU Computer Vision Home Page
http://www.cs.cmu.edu/afs/cs/project/cil/ftp/html/vision.html
Machine Learning Resource Links
http://www.cse.ust.hk/~ivor/resource.htm
The Bayesian Filtering Library
http://www.orocos.org/bfl
Optical Flow Algorithm Evaluation (提供了一个动态贝叶斯网络框架,例如递归信息处理与分析、卡尔曼滤波、粒子滤波、序列蒙特卡罗方法等,C++写的)
http://of-eval.sourceforge.net/
MATLAB code for ICP algorithm
http://www.usenet.com/newsgroups/comp.graphics.visualization/msg00102.html
牛人主页:
朱松纯(Song-Chun Zhu)
http://www.stat.ucla.edu/~sczhu/
David Lowe (SIFT) (很帅的一个老头哦 ^ ^)
http://www.cs.ubc.ca/~lowe/
Andrea Vedaldi (SIFT)
http://vision.ucla.edu/~vedaldi/index.html
Pedro F. Felzenszwalb
http://people.cs.uchicago.edu/~pff/
Dougla Dlanman (Brown的一个研究生,在其主页上搜集了大量算法教程和源码)
http://mesh.brown.edu/dlanman/courses.html
Jianbo Shi (Ncuts 的始作俑者)
http://www.cis.upenn.edu/~jshi/
Active Vision Group (Oxford的一个机器视觉研究团队,特色是SLAM,监视,导航)
http://www.robots.ox.ac.uk/ActiveVision/index.html
Juyang Weng(机器学习的专家,Autonomous Mental Development 是其特色)
http://www.cse.msu.edu/~weng/
测试图片或视频:
Middlebury College‘s Stereo Vision Data Set
http://cat.middlebury.edu/stereo/data.html
Intelligent Vehicle:
IVSource
www.ivsoruce.net
Robot Car
http://www.plyojump.com/robot_cars.html
How to Build a Robot: The Computer Vision Part
http://www.societyofrobots.com/programming_computer_vision_tutorial.shtml
计算机视觉应关注的资源
来自美国帝腾大学的链接。
Camera Calibration Links to toolboxes (mostly MATLAB) for camera calibration.
Paul Debevec. Modeling and Rendering Architecture from Photographs.
Marc Pollefeys, Tutorial on 3D Modeling from Images, , ECCV 2000,
Available here: notes (12.1MB pdf)
Richard Szeliski NIPS 2004 Tutorial on Acquiring Detailed 3D Models From Images and Video ,
Available here: slides (37.6 MB, ppt)
Peter Corke did his thesis work on visual servoing for robot applications and has authored a robotics toolkit and vision toolkit for MATLAB.
local copy of thesis: Corke thesis (4.36 MB, pdf) robot toolkit: robot.zip (568 KB, zip) vision toolkit: mv.zip (1.08 MB, zip)
P. D. Kovesi., MATLAB Functions for Computer Vision and Image Analysis. School of Computer Science & Software Engineering, The University of Western Australia. Available locally as a zip archive MatlabFns.zip (4.8 MB, updated 21 May 2005)
Philip Torr, among many other contributions, submitted a Structure and motion toolkit in Matlab to the MathSoft File Exhange. Local copy here: torrsam.zip (2.4 MB, zip).
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