277:, and artificial intelligence and neural networks. He directs the Computational Cognition, Vision, and Learning (CCVL) research group at Johns Hopkins University. Yuille and the CCVL develop models for designing artificial vision systems to provide assistance for people with vision impairments; computational models of biological vision; computational models of cognition to study how humans and animals perform tasks such as learning and reasoning; and models for machine learning to interpret medical images.
31:
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with joint appointments in the departments of computer science, psychiatry, and psychology. He also served as co-director of the UCLA Center for
Cognition, Vision, and Learning. In 2016, Yuille joined Johns Hopkins University as the Bloomberg Distinguished Professor of Computational Cognitive
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to endow professors whose areas of expertise bridge traditional academic disciplines and promote cross-disciplinary research and collaboration. Yuille holds appointments in the department of cognitive science in the
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622:"Michael R. Bloomberg Commits $ 350 Million to Johns Hopkins for Transformational Academic Initiative « News from The Johns Hopkins University"
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Yuille has over 300 publications including three books (one co-edited). He has more than 111,000 citations in Google
Scholar and an h-index of 139.
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of vision and cognition that enable computers to reconstruct three-dimensional structures based on images or videos. His research interests include
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231:. Here, he was promoted to assistant professor of computer science in 1988 and associate professor in 1992. In 1995, he joined the
171:. Yuille develops models of vision and cognition for computers, intended for creating artificial vision systems. He studied under
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Tu, Zhuowen; Yuille, Alan L. (2004), "Shape
Matching and Recognition – Using Generative Models and Informative Features",
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of
Computational Cognitive Science with appointments in the departments of Cognitive Science and Computer Science at
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as a senior research scientist. In 2002, he was appointed as a full professor in the department of statistics at the
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Zhuowen Tu; Xiangrong Chen; Yuille; Zhu (2003). "Image parsing: Unifying segmentation, detection, and recognition".
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379:, P.W. Hallinan, G. Gordon, A.L. Yuille, P.J. Giblin and D.B. Mumford, Research Monograph, A K Peters, Ltd. 1999.
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642:"Michael R. Bloomberg commits $ 350 million to Johns Hopkins for transformational academic initiative"
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713:, Lecture Notes in Computer Science, vol. 3023, Springer Berlin Heidelberg, pp. 195–209,
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Region competition: Unifying snakes, region growing, and Bayes/MDL for multiband image segmentation
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Science. The
Bloomberg Distinguished Professorship program was established in 2013 by a gift from
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Lu, Hongjing; Yuille, Alan L.; Liljeholm, Mimi; Cheng, Patricia W.; Holyoak, Keith J. (2008).
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855:"Efficient Multilevel Brain Tumor Segmentation With Integrated Bayesian Model Classification"
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Lugo-Fagundo, Carolina; Vogelstein, Bert; Yuille, Alan; Fishman, Elliot K. (2018-02-01).
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Corso, J.J.; Sharon, E.; Dube, S.; El-Saden, S.; Sinha, U.; Yuille, A. (May 2008).
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Yuille is currently working on The Felix
Project (named after the fictional potion
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909:"For Some Hard-To-Find Tumors, Doctors See Promise In Artificial Intelligence"
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570:"Statistics professors' paper awarded for impact in field of computer vision"
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and distinguish between a normal pancreas and a pancreas with a range of
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598:"Four new Bloomberg Distinguished Professors named at Johns Hopkins"
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Proceedings Ninth IEEE International
Conference on Computer Vision
288:, brings drinkers unusually good luck). The project aims to use
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Chater, Nick; Tenenbaum, Joshua B.; Yuille, Alan (July 2006).
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IEEE Transactions on
Pattern Analysis and Machine Intelligence
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IEEE Transactions on
Pattern Analysis and Machine Intelligence
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745:"Probabilistic models of cognition: Conceptual foundations"
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Feature extraction from faces using deformable templates
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2017 with LC Chen, G Papandreou, I Kokkinos, K Murphy,
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958:"Deep Learning in Radiology: Now the Real Work Begins"
488:"Bloomberg Distinguished Professorships | Alan Yuille"
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Data Fusion for
Sensory Information Processing Systems
304:. Yuille and collaborators are attempting to develop
219:. Yuille served as a research scientist first at the
227:, where he stayed from 1982 until 1986, and then at
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195:Alan Yuille obtained a Bachelor of Arts degree in
253:and in the department of computer science in the
377:Two- and Three- Dimensional Patterns of the Face
415:Deeplab: Semantic image segmentation with deep
1061:Smith-Kettlewell Eye Research Institute people
933:"Innovator Honored with Endowed Professorship"
419:, atrous convolution, and fully connected crfs
800:"Bayesian generic priors for causal learning"
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962:Journal of the American College of Radiology
937:Johns Hopkins Center for Innovative Medicine
251:Zanvyl Krieger School of Arts and Sciences
29:
18:
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296:by training computers to recognize it in
203:in 1976, where he also earned his PhD in
448:International Journal of Computer Vision
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456:Object perception as Bayesian inference
358:Rouse Ball Prizes, 1974, 75, 76, and 77
233:Smith-Kettlewell Eye Research Institute
217:University of California, Santa Barbara
1041:Alumni of the University of Cambridge
308:to interpret CT and MR images of the
241:University of California, Los Angeles
225:Massachusetts Institute of Technology
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859:IEEE Transactions on Medical Imaging
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273:, mathematical models of cognition,
454:2004 with D Kersten, P Mamassian,
329:Helmholtz Test of Time Award, 2013
221:Artificial Intelligence Laboratory
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441:1992 with PW Hallinan, DS Cohen,
385:, Eds. A. Blake and A.L. Yuille,
165:Bloomberg Distinguished Professor
1046:Johns Hopkins University faculty
509:"Cognitive Science Faculty Page"
492:Johns Hopkins Office of Research
528:"Computer Science Faculty Page"
672:. IEEE. pp. 18–25 vol.1.
292:to improve early detection of
271:computational models of vision
187:, which he completed in 1981.
1:
395:, J.J Clark and A.L. Yuille,
355:Rayleigh Research Prize, 1979
255:Whiting School of Engineering
213:University of Texas at Austin
207:in 1981. He then completed a
59:American, English, Australian
1051:American computer scientists
749:Trends in Cognitive Sciences
720:10.1007/978-3-540-24672-5_16
596:Brooks, Kelly (2015-07-08).
549:IEEE Explore Digital Library
711:Computer Vision - ECCV 2004
461:Annual Review of Psychology
397:Kluwer Academic Publisheres
389:, Cambridge, MA, Oct. 1992.
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975:10.1016/j.jacr.2017.08.007
761:10.1016/j.tics.2006.05.007
127:Topics in Quantum Gravity
678:10.1109/iccv.2003.1238309
438:. Vol. 18, nº 9; 884-900.
427:. Vol. 40, nº 4; 834-848.
302:magnetic resonance images
284:, which, in the world of
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406:more than 1200 citations
169:Johns Hopkins University
871:10.1109/tmi.2007.912817
451:. Vol. 8, nº 2; 99-111.
404:Highly cited articles (
209:postdoctoral fellowship
201:University of Cambridge
115:Artificial Intelligence
75:University of Cambridge
68:University of Cambridge
275:medical image analysis
804:Psychological Review
177:Cambridge University
111:Statistical Modeling
494:. 8 September 2016.
464:. Vol. 55; 271-304.
267:mathematical models
205:theoretical physics
185:theoretical physics
1010:scholar.google.com
430:1996 with SC Zhu,
417:convolutional nets
229:Harvard University
153:CCVL Group website
730:978-3-540-21982-8
348:Honorary mention
294:pancreatic cancer
246:Michael Bloomberg
163:(born 1955) is a
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363:Publications
335:Fellow, 2009
286:Harry Potter
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71:(B.A., 1976)
1056:1955 births
352:, ICCV 1988
314:pathologies
197:mathematics
161:Alan Yuille
87:Seyoun Park
56:Nationality
1030:Categories
1015:2021-05-19
942:2020-03-03
918:2020-03-03
652:2020-03-03
627:2020-03-03
607:2020-03-03
579:2020-03-03
554:3 February
469:References
350:Marr Prize
339:Marr Prize
316:including
306:algorithms
984:1546-1440
879:0278-0062
824:1939-1471
769:1364-6613
387:MIT Press
199:from the
191:Biography
992:29290592
887:18450536
840:10871785
832:18954210
777:16807064
696:37907570
310:pancreas
298:CT scans
261:Research
215:and the
913:NPR.org
895:2018752
785:7547910
646:The Hub
602:The Hub
223:at the
211:at the
149:Website
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324:Awards
318:tumors
122:Thesis
99:Fields
84:Spouse
45:London
891:S2CID
836:S2CID
781:S2CID
692:S2CID
371:Books
179:on a
988:PMID
980:ISSN
883:PMID
875:ISSN
828:PMID
820:ISSN
773:PMID
765:ISSN
725:ISBN
682:ISBN
574:UCLA
556:2020
345:2003
343:ICCV
333:IEEE
300:and
41:1955
38:Born
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715:doi
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183:in
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