Paper is dead after all, and the talents who write paper are active. Now I want to study the pattern of the CV circle,
For reference, I will summarize a tree stucture of CV guys.
David Marr
-----> Shimon Ullman (Weizmann)
-----> Eric Grimson (MIT)
-----> Daniel hutenlocher (Cornell)
-----> Pedro felzenszwalb (Chicago)
Thomas binford (Stanford)
-----> David Lowe (UBC)
-----> Jitendra Malik (UC Berkeley)
-----> Pietro perona (Caltech)
-----> Stefano soatto (ucia)
-----> 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)
-----> Robert to Cipolla (Cambridge)
-----> Alan Yuille (ucia)
(The relationship between teachers and responsibilities of the UK school is not clear. I have heard that I have added my own guesses. In fact, there are several
Very good researcher such as Vladimir Kolmogorov, although not a student of Andrew blke
Also belongs to this school .)
Thomas Huang (uiuc)
-----> Yong Rui (Microsoft Research Redmond)
-----> Nebojsa jojic (Microsoft Research Redmond)
-----> Ying Wu (Northwestern University)
-----> Hai Tao (UCSC)
-----> Yuncai Liu (SJTU)
(There are too many people in the Huang series, and it is strange that the Web Information of uiuc is incomplete. Only what I know is listed here .)
In addition, there are famous Daniel such as Takeo kanade, who are not listed in detail.
Basically accounts for half of cv. In recent years, the most active CV guys are
USA
Jitendra Malik, UC Berkeley
Pietro perona, Caltech
Serge belongie, UCSD
Jianbo Shi, UPenn
Stefano soatto, ucia
Fei-fei Li, Princeton
William Freeman, MIT
Trevor Darrell, MIT
Simon Baker, CMU
Yanxi Liu, CMU
Songchun Zhu, ucia
Alan Yuille, ucia
Yi Ma, uiuc
Michael black, brown
Carlo Tomasi, Duke
Ramin zabih, Cornell
Shree Nayar, Columbia
Rama chellappa, Maryland
Steve Seitz, University of Washington
Europe
Andrew zisserman, Oxford, UK
Andrew Fitzgibbon, Microsoft Research Cambridge, UK
Robert to 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 il-ven/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
Olivier faugeras
---- Ponce uiuc
--- Lazebnik
---- Zhengyou Zhang MSR
---- Martial Hebert CMU
Mit ai lab
Poggio
--- Oliva
--- Serre
Freeman also came to Taiyuan Sci-Tech for poverty alleviation in 1980s.
--- Y. Weiss
----- Levin
--- Antonio Torralba (Research Scientist)
Trevor Darrell
--- Grauman
Add
Zisserman has a good student.
Lifeifei partner rob Fergus
It should be more reasonable to divide the score according to the research direction.
Now computer vision, computer graphics and images, and machine learning are integrated.
J. Malik, Zhu songchu partial segmentation;
D. Lowe, S. Ullman, and Poggio are mainly used to study vision from the perspective of Biological vision;
Zisserman, Schmid, and Lowe study local features;
Luc Van goo, long quanl 3D reconstruction;
Perona, Li feife, Freeman visual I learning, Object Classification;
There are also motion analysis, visual tracking, and texture analysis .............
MIT's brain & cognitive science DEPT and csail gather a group of people, some of which are low level and some are mid level to high level. Their work is worth noting.
Of course, vision should start with the great David Marr. Tomaso Poggio and Richard Whitman are Marr colleagues who have inherited their ideas and kept moving on. Poggio has focused on his hierarchical model in recent years.
T. The first PhD student in Poggio is Christof Koch (klab at Caltech ). Oh, by the way, another mentor of Koch is Valentino breitenberg, which also influences the big man of the times. Koch focuses on consciousness. Many articles on nature reflect his research ideas. However, they also have some preliminary visual problems, such as attention.
Koch's well-known disciples include Laurent itti and Li Feifei.
Richard Whitman is too old to care about what he is doing. However, his perceptual Science Group is very influential. Other familiar teachers in this group include Aude Oliva and eh Adelson. One of Adelson's most famous things is the illusion of constant color, which was posted on science in.
Concerning Oliva, the previous post is wrong. She is not a student of Poggio. This guy and Torralba are fellow students studying in France, mainly starting from the path of psychology, the Battle of fame is hybrid image, which was developed together with Antonio torrralba. This hybrid image was actually available in 1980s, but it was initially discussed in psychology and there was no very influential article. Later, we began to use natural image statistics to obtain gist theory. Of course, this projection itself was switched to Siggraph, and its impact was far-reaching. Well, this has little to do with CV.
Perceptual Science Group has a lot of talents. Their alumni list can be described as an ultra-Luxurious lineup: Yair Weiss, Josh Tenenbaum, Pawan Sinha, Bill Freeman ......
ZZ from http://www.sciencenet.cn/blog/user_content.aspx? Id = 22895