1.cv圈的格局,?按師承關系,總結a tree stucture of cv guys. David Marr ----->Shimon Ullman (Weizmann) ----->Eric Grimson (MIT) ???????----->Daniel Huttenlocher (Cornell) ???????----->Pedro Felzenszwalb (Chicago) Thomas Binford (Stanford) ----->David Lowe (UBC) ----->Jitendra Malik (UC Berkeley) ???????----->Pietro Perona (Caltech) ??????????????----->Stefano Soatto (UCLA) ??????????????----->Fei-Fei Li (Princeton) ???????----->Jianbo Shi (UPenn) ???????----->Yizhou Yu (UIUC) ???????----->Christoph Bregler (NYU) ???????----->Serge Belongie (UCSD) ???????----->Alyosha Efros (CMU) Andrew Blake (Microsoft Research Cambridge) ----->Andrew Zisserman (Oxford) ???????----->Andrew Fitzgibbon (Microsoft Research Cambridge) ----->Roberto Cipolla (Cambridge) ----->Alan Yuille (UCLA) (UK這個學派的師承關系不太清楚,?這是我聽說加上自己猜測的.?事實上,?幾個 非常優秀的researcher如Vladimir Kolmogorov雖然不是Andrew Blake的學生,?但是 也屬于這個學派. ) Thomas Huang (UIUC) ----->Yong Rui (Microsoft Research Redmond) ----->Nebojsa Jojic (Microsoft Research Redmond) ----->Ying Wu (Northwestern University) ----->Hai Tao (UCSC) ----->Yuncai Liu (SJTU) (Huang這個系的人太多,?而且很怪的是, UIUC的web上信息不全,?在此僅列出我知道的.) 此外,?還有Takeo Kanade等非常有名的大牛,?囿于篇幅,?不一一列舉.?從上得知,?加州派 基本占了cv的半壁江山. ? Olivier Faugeras ???----Ponce??UIUC ???????---lazebnik ???----Zhengyou Zhang????MSR ????----Martial Hebert??CMU Mit AI lab ???poggio ????????---Oliva ????????---serre ????Freeman 80年代還來太原理工扶貧了 ???????---Y. Weiss ????????----- Levin ???????---Antonio Torralba?（research scientist） ????Trevor Darrell ???????---Grauman 補充一下 ????Zisserman還有一個不錯的學生 lifeifei的合作者Rob Fergus ? MIT的Brain & Cognitive Science Dept和CSAIL里面聚集了一幫人，有的作low level有的作mid level to high level的。他們的工作是值得關注的。 當然說視覺還是要從偉大的David Marr開始。Tomaso Poggio, Richard Whitman是Marr的同事，傳承了其理念，一直往下走。Poggio最近幾年比較重點的工作放在他那個hierarchical model上。 T. Poggio的第一個PhD學生是Christof Koch?（kLab at Caltech）。哦，順便說一下Koch的另外一個導師是Valentino Breitenberg——同樣是影響了一個時代的大人物。Koch研究重點興趣在consciousness上，在Nature上的很多文章體現了他的研究思想。不過他們也做不少初級的視覺問題，諸如attention。 Koch比較知名的弟子比如Laurent Itti和Li Feifei。 Richard Whitman?年紀比較大了，個人不是很關注他現在做的東西。不過他所在的Perceptual Science Group，是一個非常有影響力的地方，這個組其他大家比較熟悉的老師有Aude Oliva和EH Adelson。Adelson最著名的一個事兒是色彩恒常相關的視錯覺，93年發在Science上的那篇。 關于Oliva，前面的帖子錯了，她不是Poggio的學生，這家伙和Torralba是老鄉，同在法國念書，主要從心理學那條路子開始做，成名之役是hybrid image，和Antonio Torrralba一起搞的。這個Hybrid Image?其實80年代就有了，但是最開始從心理學方向上探討，沒有非常有影響力的文章。后來開始靠譜作自然圖像統計，得到Gist theory，當然這個illusion本身后來轉投SIGGRAPH，其影響是深遠的。嗯，這個和CV關系不大。 Perceptual Science Group出了不少牛人，他們的alumni list可謂超豪華陣容：Yair Weiss, Josh Tenenbaum, Pawan Sinha, Bill Freeman…… ? 2.最近幾年,?特別活躍的cv guys USA Jitendra Malik, UC Berkeley Pietro Perona, Caltech Serge Belongie, UCSD加利福尼亞大學圣迭戈分校 Jianbo Shi, UPenn Stefano Soatto, UCLA Fei-Fei Li, Princeton William Freeman, MIT Trevor Darrell, MIT Simon Baker, CMU Yanxi Liu, CMU Songchun Zhu, UCLA Alan Yuille, UCLA Yi Ma, UIUC Michael Black, Brown Carlo Tomasi, Duke Ramin Zabih, Cornell Shree Nayar, Columbia Rama Chellappa, Maryland Steve Seitz, University of Washington （UC Berkeley,Caltech,UCSD,UPenn,MIT,CMU,UCLA,UIUC,Brown,Duke,Cornell,Coiumbia,Marryland,Washington） 朱松純?（Song-Chun Zhu） http://www.stat.ucla.edu/~sczhu/ Europe Andrew Zisserman, Oxford, UK Andrew Fitzgibbon, Microsoft Research Cambridge, UK Roberto Cipolla, Cambridge, UK Jean Ponce, INRIA, France Cordelia Schmid, INRIA, France Bill Triggs, LEAR, France Yair Weiss, Hebrew University, Israel Anat Levin, Hebrew University, Israel Michal Irani, Weizmann, Israel Luc van Gool, University of Leuven/ETH Zurich, Czechic China Harry Shum, MSRA Xiaoou Tang, MSRA/CUHK Jian Sun, MSRA Steve Lin, MSRA Yasuyuki Matsushita, MSRA Zhouchen Lin, MSRA Long Quan, HKUST Chi-Keung Tang, HKUST ? 3.按研究方向劃分 按研究方向劃分， 應該更合理一些。現在計算機視覺， 計算機圖形圖像，?機器學習開始融合到一起了吧。 J. Malik，Zhu Songchu偏segmentation; D. Lowe, S. Ullman, Poggio?偏于從生物視覺的啟發來研究視覺； Zisserman, Schmid, Lowe研究局部特征； Luc Van Goo，?Long Quanl三維重建； Perona, Li Feife，?Freeman視覺i學習， 物體分類； 還有運動分析， 視覺跟蹤，紋理分析.............

美國計算機領域大牛教授排行，點擊可以看到他們的個人網頁、介紹以及聯系方式等，方便大家搜索。申請美國計算機專業的申請人很多，希望以下文章能方便大家搜索，給大家提供幫助。

　　一大堆fellow和拿了圖靈獎的，但做網絡方向不多，只知道?David Culler?和?Leslie Lamport?。這里面華人還是很多的。In?this paper,?J. E. Hirsch, Dept of Physics, UCSD, proposes "the index h, defined as the number of papers with citation number higher or equal to h, as a useful index to characterize the scientific output of a?researcher."
Here is a partial list of computer science researchers who each has an h index of 40 or higher according to?Google Scholar. Several websites provide easy-to-use interfaces for computing an h index, including?scHolar index?and?Harzing's publish and perish. Send comments, corrections, and new entries to?Jens Palsberg(UCLA). I do maintain the list: mostly, I add people and update numbers upon request and when I happen to notice a high h index. Most of the numbers on this page are the results of counting efforts by the listed people themselves. I have computed some of the numbers myself by comparing output from?Google Scholar?with other listings of research papers, such as from personal webpages or?DBLP.
92?Terrence Sejnowski?(UCSD), IEEE Fellow,?Member of the Institute of Medicine
89?Hector Garcia-Molina?(Stanford), ACM Fellow, Member of the National Academy of Engineering
87?Jeffrey D. Ullman?(Stanford), ACM Fellow, Member of the National Academy of Engineering
82?Robert Tarjan?(Princeton), Turing Award, ACM Fellow, Member of the National Academy of Engineering
80?Deborah Estrin?(UCLA), ACM Fellow, IEEE Fellow, Member of the National Academy of Engineering
79?Christos H. Papadimitriou?(Berkeley), ACM Fellow, Member of the National Academy of Engineering
77?Don Towsley?(U Mass, Amherst), ACM Fellow, IEEE Fellow
73?Ian Foster?(Argonne National Laboratory & U Chicago)
71?Scott Shenker?(Berkeley), ACM Fellow, IEEE Fellow
70?David Culler?(Berkeley), ACM Fellow, Member of the National Academy of Engineering
70?David Haussler?(UC Santa Cruz)
69?Nick Jennings?(U Southampton), Fellow of the Royal Academy of Engineering
68?Michael I. Jordan?(Berkeley), AAAS Fellow, IEEE Fellow, AAAI Fellow
68?Takeo Kanade?(CMU), ACM Fellow, IEEE Fellow, Member of the National Academy of Engineering
64?Demetri Terzopoulos?(UCLA), ACM Fellow, IEEE Fellow, Member of the European Academy of Sciences
64?Martin Vetterli?(EPFL), IEEE Fellow
63?Marco Dorigo?(U Libre de Bruxelles)
62?Alon Halevy [Alon Levy]?(Google), ACM Fellow
61?Mario Gerla?(UCLA), IEEE Fellow
58?Luca Cardelli?(Microsoft), ACM Fellow
58?Ronald Fagin?(IBM Almaden), ACM Fellow, IEEE Fellow, AAAS Fellow, ACM SIGMOD Edgar F. Codd Innovations Award
58?Anil K. Jain?(Michigan State U), ACM Fellow, IEEE Fellow
58?Amit Sheth?(Wright State U), IEEE Fellow
57?Martin Abadi?(UC Santa Cruz and Microsoft), ACM Fellow
57?Mihir Bellare?(UCSD)
57?Sushil Jajodia?(George Mason U)
57?Leslie Lamport?(Microsoft), Member of the National Academy of Engineering
56?David Dill?(Stanford), ACM Fellow, IEEE Fellow
56?Randy H. Katz?(Berkeley), ACM Fellow, IEEE Fellow, Member of the National Academy of Engineering
56?Steven Salzberg?(U Maryland)
56?HongJiang Zhang?(Microsoft), ACM Fellow, IEEE Fellow

?

55?Jennifer Widom?(Stanford), ACM Fellow, Member of the National Academy of Engineering
54?Jack Dongarra?(U Tennessee), ACM Fellow, IEEE Fellow, Member of the National Academy of Engineering
54?David E. Goldberg?(UIUC)
54?Ken Kennedy?(Rice), ACM Fellow, IEEE Fellow, Member of the National Academy of Engineering
54?Amir Pnueli?(Weizmann and New York?University), Turing Award, ACM Fellow, Member of the National Academy of Engineering
54?Herbert A. Simon?(CMU), Turing Award, ACM Fellow, Nobel Laureate
54?Jeffrey Vitter?(Texas A&M), ACM Fellow, IEEE Fellow
54?Philip S. Yu?(UIC), ACM Fellow, IEEE Fellow
53?Tim Finin?(UMBC)
53?Sally Floyd?(ICSI), ACM Fellow
53?Tomaso Poggio?(MIT)
53?Eduardo Sontag?(Rutgers), IEEE Fellow
52?Rakesh Agrawal?(Microsoft), ACM Fellow, IEEE Fellow, Member of the National Academy of Engineering
52?Stanley Osher?(UCLA), Member of the National Academy of Sciences
51?Jiawei Han?(UIUC), ACM Fellow
51?Richard Karp?(Berkeley), Turing Award, ACM Fellow, Member of the National Academy of Engineering
51?Alex Pentland?(MIT)
50?Andrew B. Kahng?(UCSD)
50?Alberto Sangiovanni-Vincentelli?(Berkeley), Member of the National Academy of Engineering
50?Lixia Zhang?(UCLA), ACM Fellow
49?Serge Abiteboul?(INRIA)
49?Rajeev Alur?(U Penn), ACM Fellow, IEEE Fellow
49?Rama Chellappa?(U Maryland)
49?W. Bruce Croft?(U Mass, Amherst), ACM Fellow
49?Jon Crowcroft?(U Cambridge), ACM Fellow, IEEE Fellow
49?David J. DeWitt?(Wisconsin), ACM Fellow, Member of the National Academy of Engineering
49?Mark Handley?(U College London)
49?Daphne Koller?(Stanford), ACM Infosys Foundation Award
49?Maurizio Lenzerini?(Sapienza Universita di Roma)
49?John McCarthy?(Stanford), Turing Award, Member of the National Academy of Engineering
49?Michael Stonebraker?(MIT), ACM Fellow, Member of the National Academy of Engineering
49?Sebastian Thrun?(Stanford)
48?Michael J. Carey?(UC Irvine), ACM Fellow, Member of the National Academy of Engineering
48?Kai Li?(Princeton), ACM Fellow
48?Pavel Pevzner?(UCSD)
48?Mihalis Yannakakis?(Columbia), ACM Fellow
47?Wil van der Aalst?(TU Eindhoven)
47?Leonard Kleinrock?(UCLA), ACM Fellow, IEEE Fellow, Member of the National Academy of Engineering
47?Jim Kurose?(U Mass, Amherst), ACM Fellow, IEEE Fellow
47?Richard Lipton?(Georgia Tech), ACM Fellow, Member of the National Academy of Engineering
47?Judea Pearl?(UCLA), IEEE Fellow, Member of the National Academy of Engineering
47?Ben Shneiderman?(U Maryland), ACM Fellow
46?Norman I. Badler?(U Penn)
46?Hari Balakrishnan?(MIT), ACM Fellow
46?David Harel?(The Weizmann Institute of Science), ACM Fellow, IEEE Fellow
46?Geoffrey E. Hinton?(Toronto)
46?Thomas S. Huang?(UIUC), IEEE Fellow, Member of the National Academy of Engineering
46?Gordon Plotkin?(U Edinburgh)
46?Tuomas Sandholm?(CMU), ACM Fellow
46?Douglas C. Schmidt?(Vanderbilt University)
46?John A. Stankovic?(U Virginia), ACM Fellow
45?Olivier Faugeras?(INRIA), Member of the French Academy of Sciences
45?Jose Joaquin Garcia-Luna-Aceves?(UC Santa Cruz), ACM Fellow, IEEE Fellow
45?Jim Gray?(Microsoft), Turing Award, ACM Fellow
45?M. Frans Kaashoek?(MIT), ACM Fellow
45?Carl Kesselman?(USC/ISI)
45?Vipin Kumar?(U Minnesota), ACM Fellow, IEEE Fellow
45?Victor Lesser?(U Mass, Amherst), AAAI Fellow
45?Heikki Mannila?(U Helsinki)
45?Rajeev Motwani?(Stanford), ACM Fellow
45?Badri Nath [B R Badrinath]?(Rutgers)
45?Prabhakar Raghavan?(Yahoo! Research), ACM Fellow, IEEE Fellow
45?Eero P. Simoncelli?(NYU), IEEE Fellow
45?Moshe Y. Vardi?(Rice), ACM Fellow, Member of the National Academy of Engineering
44?Victor Basili?(U Maryland), ACM Fellow
44?Christos Faloutsos?(CMU)
44?Oded Goldreich?(Weizmann)
44?H. V. Jagadish?(U Michigan), ACM Fellow

44?Amin Vahdat?(UCSD)
43?Michael Franklin?(Berkeley), ACM Fellow
43?Joseph Goguen?(UCSD)
43?Ramesh Govindan?(USC)
43?Simon Peyton Jones?(Microsoft), ACM Fellow
43 Won Kim (Sung Kyun Kwan University), ACM Fellow
43?Barbara Liskov?(MIT), Turing Award, ACM Fellow, Member of the National Academy of Engineering
43?David Maier?(Portland State U), ACM Fellow
43?Robin Milner?(U Cambridge, UK), Turing Award, ACM Fellow
43?Vern Paxson?(ICSI), ACM Fellow
43?Krithi Ramamritham?(IIT Bombay), ACM Fellow, IEEE Fellow
43?Ronald L. Rivest?(MIT), Turing Award, ACM Fellow, Member of the National Academy of Engineering
42?Michael Arbib?(USC)
42?Barry Boehm?(USC), ACM Fellow
42?Pat Hanrahan?(Stanford), ACM Fellow, Member of the National Academy of Engineering
42?Thomas A. Henzinger?(EPFL), ACM Fellow
42?Donald E. Knuth?(Stanford), Turing Award, ACM Fellow, Member of the National Academy of Engineering
42?Teuvo Kohonen?(Academy of Finland)
42?Miron Livny?(Wisconsin)
42?Jose Meseguer?(UIUC)
42?Erkki Oja?(Helsinki U of Technology)
42?David A. Patterson?(Berkeley), ACM Fellow, IEEE Fellow, Member of the National Academy of Engineering
42?Micha Sharir?(Tel Aviv University), ACM Fellow
42?Andrew S. Tanenbaum?(Vrije U, The Netherlands), ACM Fellow, IEEE Fellow
42?Willy Zwaenepoel?(EPFL), ACM Fellow, IEEE Fellow
41?Alex Aiken?(Stanford), ACM Fellow
41?Stefano Ceri?(Politecnico di Milano)
41?Didier Dubois?(CNRS Toulouse)
41?Michael Kearns?(U Penn)
41?Jon Kleinberg?(Cornell), ACM Infosys Foundation Award
41?Monica S. Lam?(Stanford), ACM Fellow
41?Kim G. Larsen?(Aalborg U)
41?Jitendra Malik?(Berkeley), ACM Fellow
41?Deborah L. McGuinness?(RPI)
41?Raymond Mooney?(UT Austin)
41?Alex Nicolau?(UC Irvine)
41?Miodrag Potkonjak?(UCLA)
41?Thomas W. Reps?(U Wisconsin), ACM Fellow
41?Milind Tambe?(USC), AAAI Fellow
41?Gene Tsudik?(UC Irvine)
41?Philip Wadler?(U Edinburgh), ACM Fellow
40?Andrew Appel?(Princeton), ACM Fellow
40?Richard Baraniuk?(Rice University), IEEE Fellow
40?Craig Chambers?(U Washington)
40?Edmund M. Clarke?(CMU), Turing Award, ACM Fellow, IEEE Fellow, Member of the National Academy of Engineering
40?Jason Cong?(UCLA), ACM Fellow
40?Ingemar J. Cox?(U College London), IEEE Fellow
40?Herbert Edelsbrunner?(Duke U)
40?Saul Greenberg?(University of Calgary), Member of the ACM CHI Academy
40?Rajiv Gupta?(UC Riverside), IEEE Fellow
40?Christian S. Jensen?(Aalborg U), IEEE Fellow
40?David S. Johnson?(AT&T Labs), ACM Fellow
40?George Karypis?(U Minnesota)
40?Henry Levy[url=]?(U Washington), ACM Fellow, IEEE Fellow
40?[/url]Nancy Lynch?(MIT), ACM Fellow, Member of the National Academy of Engineering
40?Maja Mataric?(USC)
40?John Mitchell?(Stanford), ACM Fellow
40?Charles E. Perkins?(Nokia-Siemens Networks)
40?Benjamin Pierce?(U Penn)
40?Raghu Ramakrishnan?(Wisconsin), ACM Fellow
40?George Varghese?(UCSD), ACM Fellow
40?Ian Witten?(U Waikato), ACM Fellow
40?Andrew Zisserman?(University of Oxford)
http://www.cs.ucla.edu/~palsberg/h-number.html

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http://www.cnblogs.com/jewell/archive/2011/08/31/2160660.html

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　　以上美國計算機領域大牛教授排行以及聯系方式希望能夠方便申請美國計算機專業的申請人搜索查找相關信息，感謝本文收集者！

超牛的Smart Vehicle研究中心與牛人Prof. Dr. Dariu M. Gavrila (2010-12-12 09:54:19)轉載

標簽：?雜談?

http://www.gavrila.NET/index.html

????最近一直在看Gavrila及其他們團隊的論文，感覺很牛，十幾年前人家就在奔馳的資助下從事智能車輛方面的研究，而且早就開發出了行人檢測與防碰撞系統——“PROTECTOR”，已經將計算機視覺、圖像處理與模式識別方面的理論應用于道路行車的安全監控中去了，真的很牛。他們的測試實驗也都是用奔馳的汽車，他們在智能車輛、行人檢測、三維重建方面有著深厚的理論積累與實際開發經驗。

???Gavrila的論文感覺很經典，特別是前沿介紹方面感覺真是大家呀，最近幾年他的德國學生Enzweiler與Munder在CVPR與IEEE Transaction on PAMI上發表了一系列的識別分類的文章，個人感覺已經很成一個理論體系了。很值得學習。

???由 此也想到了關于科研人員研究內容與方向的問題，我們的研究究竟需要一個怎么樣的定位？究竟是要解決理論問題還是解決與生產、工業以及人們生活相關的問題？ 究竟是為了研究而研究還是確實為了解決實際問題而研究？是為了發表幾篇論文、或者為了評評職稱而研究？個人認為一定要有一個好的方向定位與認真的態度，如 果有研究興趣與研究熱情，我們的研究確實又是前瞻性的，確實能解決一些實際問題，這應當是一件非常開心的事情，按照一個自己感興趣的方向延續下去，順便將 研究成果整理一下就有了論文、專利等成果。

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