君子性非異也，善假于物也。

作圖像處理方面的研究工作，最重要的兩個(gè)問題：其一是要把握住國際上最前

沿的內(nèi)容；其二是所作工作要具備很高的實(shí)用背景。解決第一個(gè)問題的辦法就

是找出這個(gè)方向公認(rèn)最牛的幾個(gè)超級大拿(看看他們都在作什么)和最權(quán)威的

出版物(閱讀上面最新的文獻(xiàn))，解決第二個(gè)問題的辦法是你最好能夠找到一個(gè)

實(shí)際應(yīng)用的項(xiàng)目，邊做邊寫文章。

做好這幾點(diǎn)的途徑之一就是充分利用網(wǎng)絡(luò)資源，特別是權(quán)威網(wǎng)站和大拿們的個(gè)人主頁。下面是我收集的一些資源，希望對大家有用。(這里我要感謝SMTH AI版的alamarik和Graphics版的faintt)

導(dǎo)航欄：

[1]研究群體
[2]大拿主頁
[3]前沿期刊
[4]GPL軟件資源
[5]搜索引擎

一、研究群體
http://www-2.cs.cmu.edu/~cil/vision.html
這是卡奈基梅隆大學(xué)的計(jì)算機(jī)視覺研究組的主頁，上面提供很全的資料，從發(fā)表文章的下載到演示程序、測試圖像、常用鏈接、相關(guān)軟硬件，甚至還有一個(gè)搜索引擎。

http://www.cmis.csiro.au/IAP/zimage.htm
這是一個(gè)側(cè)重圖像分析的站點(diǎn)，一般。但是提供一個(gè)Image Analysis環(huán)境---ZIMAGE and SZIMAGE。

http://www.via.cornell.edu/
康奈爾大學(xué)的計(jì)算機(jī)視覺和圖像分析研究組，好像是電子和計(jì)算機(jī)工程系的。側(cè)重醫(yī)學(xué)方面的研究，但是在上面有相當(dāng)不錯(cuò)資源，關(guān)鍵是它正在建設(shè)中，能夠跟蹤一些信息。

http://www2.parc.com/istl/groups/did/didoverview.shtml
有一個(gè)很有意思的項(xiàng)目：DID(文檔圖像解碼)。

http://www-cs-students.stanford.edu/
斯坦福大學(xué)計(jì)算機(jī)系主頁，自己找吧:(

http://www.fmrib.ox.ac.uk/analysis/
主要研究：Brain Extraction Tool,Nonlinear noise reduction,Linear Image Registration,

Automated Segmentation,Structural brain change analysis,motion correction,etc.

http://www.cse.msu.edu/prip/
這是密歇根州立大學(xué)計(jì)算機(jī)和電子工程系的模式識(shí)別--圖像處理研究組，它的FTP上有許多的文章(NEW)。

http://pandora.inf.uni-jena.de/p/e/index.html
德國的一個(gè)數(shù)字圖像處理研究小組，在其上面能找到一些不錯(cuò)的鏈接資源。

http://www-staff.it.uts.edu.au/~sean/CVCC.dir/home.html
CVIP(used to be CVCC for Computer Vision and Cluster Computing) is a research group focusing on cluster-based computer vision within the Spiral Architecture.

http://cfia.gmu.edu/
The mission of the Center for Image Analysis is to foster multi-disciplinary research in image, multimedia and related technologies by establishing links

between academic institutes, industry and government agencies, and to transfer key technologies to

help industry build next

generation commercial and military imaging and multimedia systems.

http://peipa.essex.ac.uk/info/groups.html
可以通過它來搜索全世界各地的知名的計(jì)算機(jī)視覺研究組(CV Groups)，極力推薦。

二、圖像處理GPL庫
http://www.ph.tn.tudelft.nl/~klamer/cppima.html
Cppima 是一個(gè)圖像處理的C++函數(shù)庫。這里有一個(gè)較全面介紹它的庫函數(shù)的文檔，當(dāng)然你也可以下載壓縮的GZIP包，里面包含TexInfo格式的文檔。

http://iraf.noao.edu/
Welcome to the IRAF Homepage! IRAF is the Image Reduction and Analysis Facility, a general purpose software

system for the reduction and analysis of astronomical data.

http://entropy.brni-jhu.org/tnimage.html
一個(gè)非常不錯(cuò)的Unix系統(tǒng)的圖像處理工具，看看它的截圖。你可以在此基礎(chǔ)上構(gòu)建自己的專用圖像處理工具包。

http://sourceforge.net/projects/
這是GPL軟件集散地，到這里找你想要得到的IP庫吧。

三、搜索資源
當(dāng)然這里基本的搜索引擎還是必須要依靠的，比如Google等，可以到我常用的鏈接看看。下面的鏈接可能會(huì)節(jié)省你一些時(shí)間：

http://sal.kachinatech.com/
http://cheminfo.pku.edu.cn/mirrors/SAL/index.shtml
四、大拿網(wǎng)頁
http://www.ai.mit.edu/people/wtf/
這位可是MIT人工智能實(shí)驗(yàn)室的BILL FREEMAN。大名鼎鼎！專長是：理解--貝葉斯模型。

http://www.merl.com/people/brand/
MERL(Mitsubishi Electric Research Laboratory)中的擅長“Style Machine”高手。

http://research.microsoft.com/~ablake/
CV界極有聲望的A.Blake 1977年畢業(yè)于劍橋大學(xué)三一學(xué)院并或數(shù)學(xué)與電子科學(xué)學(xué)士學(xué)位。之后在MIT，Edinburgh，Oxford先后組建過研究小組并成為Oxford的教授，直到1999年進(jìn)入微軟劍橋研究中心。主要工作領(lǐng)域是計(jì)算機(jī)視覺。

http://www-2.cs.cmu.edu/afs/cs.cmu.edu/user/har/Web/home.html
這位牛人好像正在學(xué)習(xí)漢語，并且搜集了諸如“兩只老虎(Two Tigers)”的歌曲，嘿嘿:)
他的主頁上面還有幾個(gè)牛：Shumeet Baluja, Takeo Kanade。他們的Face Detection作的絕對是世界一流。他畢業(yè)于卡奈基梅隆大學(xué)的計(jì)算機(jī)科學(xué)系，興趣是計(jì)算機(jī)視覺。

http://www.ifp.uiuc.edu/yrui_ifp_home/html/huang_frame.html
這位老牛在1963年就獲得了MIT的博士學(xué)位！他領(lǐng)導(dǎo)的Image Lab比較出名的是指紋識(shí)別。

--------------------------------------------------------------------------------

下面這些是我搜集的牛群(大部分是如日中天的Ph.D們)，可以學(xué)習(xí)的是他們的Study Ways!

Finn Lindgren(Sweden):Statistical image analysis http://www.maths.lth.se/matstat/staff/finn/
Pavel Paclik(Prague):statistical pattern recognition http://www.ph.tn.tudelft.nl/~pavel/
Dr. Mark Burge:machine learning and graph theory http://cs.armstrong.edu/burge/
yalin Wang:Document Image Analysis http://students.washington.edu/~ylwang/
Geir Storvik: Image analysis http://www.math.uio.no/~geirs/
Heidorn http://alexia.lis.uiuc.edu/~heidorn/
Joakim Lindblad:Digital Image Cytometry http://www.cb.uu.se/~joakim/index_eng.html
S.Lavirotte: http://www-sop.inria.fr/cafe/Stephane.Lavirotte/
Sporring:scale-space techniques http://www.lab3d.odont.ku.dk/~sporring/
Mark Jenkinson:Reduction of MR Artefacts http://www.fmrib.ox.ac.uk/~mark/
Justin K. Romberg:digital signal processing http://www-dsp.rice.edu/~jrom/
Fauqueur:Image retrieval by regions of interest http://www-rocq.inria.fr/~fauqueur/
James J. Nolan:Computer Vision http://cs.gmu.edu/~jnolan/
Daniel X. Pape:Information http://www.bucho.org/~dpape/
Drew Pilant:remote sensing technology http://www.geo.mtu.edu/~anpilant/index.html

五、前沿期刊(TOP10)
這里的期刊大部分都可以通過上面的大拿們的主頁間接找到，在這列出主要是為了節(jié)省直接想找期刊投稿的兄弟的時(shí)間:)

IEEE Trans. On PAMI http://www.computer.org/tpami/index.htm
IEEE Transactionson Image Processing http://www.ieee.org/organizations/pubs/transactions/tip.htm
Pattern Recognition http://www.elsevier.com/locate/issn/00313203
Pattern Recognition Letters http://www.elsevier.com/locate/issn/01678655

神經(jīng)網(wǎng)絡(luò)

Neural Networks Tutorial Review
http://hem.hj.se/~de96klda/NeuralNetworks.htm
ftp://ftp.sas.com/pub/neural/FAQ.html


Image Compression with Neural Networks
http://www.comp.glam.ac.uk/digimaging/neural.htm


Backpropagator's Review
http://www.dontveter.com/bpr/bpr.html


Bibliographies on Neural Networks
http://liinwww.ira.uka.de/bibliography/Neural/


Intelligent Motion Control with an Artificial Cerebellum
http://www.q12.org/phd.html


Kernel Machines
http://www.kernel-machines.org/


Some Neural Networks Research Organizations
http://www.ieee.org/nnc/
http://www.inns.org/


Neural Network Modeling in Vision Research
http://www.rybak-et-al.net/nisms.html


Neural Networks and Machine Learning
http://learning.cs.toronto.edu/


Neural Application Software
http://attrasoft.com


Neural Network Toolbox for MATLAB
http://www.mathworks.com/products/neuralnet/


Netlab Software
http://www.ncrg.aston.ac.uk/netlab/


Kunama Systems Limited
http://www.kunama.co.uk/

Computer Vision

Computer Vision Homepage, Carnegie Mellon University
www.cs.cmu.edu/~cil/vision.html

Annotated Computer Vision Bibliography
http://iris.usc.edu/Vision-Notes/bibliography/contents.html
http://iris.usc.edu/Vision-Notes/rosenfeld/contents.html

Lawrence Berkeley National Lab Computer Vision and Robotics Applications
http://www-itg.lbl.gov/ITG.hm.pg.docs/VISIon/vision.html

CVonline by University of Edinburgh
The Evolving, Distributed, Non-Proprietary, On-Line Compendium of Computer Vision, www.dai.ed.ac.uk/CVonline

Computer Vision Handbook, www.cs.hmc.edu/~fleck/computer-vision-handbook

Vision Systems Courseware
www.cs.cf.ac.uk/Dave/Vision_lecture/Vision_lecture_caller.html

Research Activities in Computer Vision
http://www-syntim.inria.fr/syntim/analyse/index-eng.html

Vision Systems Acronyms
www.vision-systems-design.com/vsd/archive/acronyms.html

Dictionary of Terms in Human and Animal Vision
http://cns-web.bu.edu/pub/laliden/WWW/Visionary/Visionary.html

Metrology based on Computer Vision
www.cranfield.ac.uk/sme/amac/research/metrology/metrology.html

Digital Photography

Digital Photography, Scanning, and Image Processing
www.dbusch.com/scanners/scanners.html

Educational Resources, Universities

Center for Image Processing in Education
www.cipe.com
Library of Congress Call Numbers Related to Imaging Science by Rochester Institute of Technology
http://wally2.rit.edu/pubs/guides/imagingcall.html

Mathematical Experiences through Image Processing, University of Washington
www.cs.washington.edu/research/metip/metip.html

Vismod Tech Reports and Publications, MIT
http://vismod.www.media.mit.edu/cgi-bin/tr_pagemaker

Vision Lab PhD dissertation list, University of Antwerp
http://wcc.ruca.ua.ac.be/~visielab/theses.html

INRIA (France) Research Projects: Human-Computer Interaction, Image Processing, Data Management, Knowledge Systems
www.inria.fr/Themes/Theme3-eng.html

Image Processing Resources
http://eleceng.ukc.ac.uk/~rls3/Contents.htm

Publications of Carsten Steger
http://www9.informatik.tu-muenchen.de/people/steger/publications.html

FAQs

comp.dsp FAQ
www.bdti.com/faq/dsp_faq.htm
Robotics FAQ
www.frc.ri.cmu.edu/robotics-faq

Where's the sci.image.processing FAQ?
www.cc.iastate.edu/olc_answers/packages/graphics/sci.image.processing.faq.html

comp.graphics.algorithms FAQ, Section 3, 2D Image/Pixel Computations
www.exaflop.org/docs/cgafaq

Astronomical Image Processing System FAQ
www.cv.nrao.edu/aips/aips_faq.html