Kobus Barnard

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Brian FuntProfessor of Computing Science, Simon Fraser UniversityVerified email at sfu.ca
David ForsythProfessor of Computer Science, University of Illinois, Urbana ChampaignVerified email at uiuc.edu
Pinar Duygulu SahinProf. , Department of Computer Engineering, Hacettepe University, Ankara, TurkeyVerified email at cs.hacettepe.edu.tr
Nando de FreitasCIFAR & DeepMindVerified email at google.com
Vlad CardeiGoogle, Inc.Verified email at google.com
Alon EfratAssociate Professor of Computer Science, University of ArizonaVerified email at arizona.edu
Keiji YanaiProfessor, Department of Informatics, The University of Electro-Communications, TokyoVerified email at cs.uec.ac.jp
Luca Del PeroEngineering ManagerVerified email at lyft.com
Joe SchlechtNorth Star ImagingVerified email at 4nsi.com
Emily ButlerFamily Studies & Human Development, University of ArizonaVerified email at u.arizona.edu
Quanfu FanIBMVerified email at us.ibm.com
Prasad GabburSenior Scientist, EmotientVerified email at email.arizona.edu
Graham FinlaysonUniversity of East Anglia, Apple Inc, Simon Fraser UniversityVerified email at uea.ac.uk
Arnon AmirIBM Almaden Research CenterVerified email at us.ibm.com
David BleiProfessor of Statistics and Computer Science, Columbia UniversityVerified email at columbia.edu
Michael I. JordanProfessor of Electrical Engineering and Computer Sciences and Professor of Statistics, UC BerkeleyVerified email at cs.berkeley.edu
Ernesto BrauComputer Vision Scientist, CiBO TechnologiesVerified email at cibotechnologies.com
Jinyan GuanSiemensVerified email at email.arizona.edu
James J. GrossProfessor of Psychology, Stanford UniversityVerified email at stanford.edu
Peter CarbonettoUniversity of ChicagoVerified email at uchicago.edu

Kobus Barnard

Professor of Computer Science, University of Arizona

Verified email at cs.arizona.edu

computer vision machine learning interdisciplinary computational intelligence (ICI)


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Object recognition as machine translation: Learning a lexicon for a fixed image vocabulary P Duygulu, K Barnard, J De Freitas, D Forsyth Computer Vision—ECCV 2002, 349-354, 2002	2266	2002
Matching words and pictures K Barnard, P Duygulu, D Forsyth, N De Freitas, DM Blei, MI Jordan The Journal of Machine Learning Research 3, 1107-1135, 2003	2058	2003
Learning the semantics of words and pictures K Barnard, D Forsyth Proceedings Eighth IEEE International Conference on Computer Vision. ICCV …, 2001	777	2001
A comparison of computational color constancy algorithms. I: Methodology and experiments with synthesized data K Barnard, V Cardei, B Funt IEEE transactions on Image Processing 11 (9), 972-984, 2002	614	2002
A comparison of computational color constancy algorithms-part ii: Experiments with image data K Barnard, L Martin, A Coath, B Funt IEEE transactions on Image Processing 11 (9), 985-996, 2002	480	2002
A comparison of computational color constancy algorithms. II. Experiments with image data K Barnard, L Martin, A Coath, B Funt Image Processing, IEEE Transactions on 11 (9), 985-996, 2002	480	2002
Is machine colour constancy good enough? B Funt, K Barnard, L Martin Computer Vision—ECCV'98: 5th European Conference on Computer Vision …, 1998	435	1998
A data set for color research K Barnard, L Martin, B Funt, A Coath Color Research & Application: Endorsed by Inter‐Society Color Council, The …, 2002	426	2002
A statistical model for general contextual object recognition P Carbonetto, N De Freitas, K Barnard Computer Vision-ECCV 2004, 350-362, 2004	371	2004
Attentional feature fusion Y Dai, F Gieseke, S Oehmcke, Y Wu, K Barnard Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2021	281	2021
Estimating the scene illumination chromaticity by using a neural network VC Cardei, B Funt, K Barnard JOSA a 19 (12), 2374-2386, 2002	263	2002
Camera characterization for color research K Barnard, B Funt Color Research & Application 27 (3), 152-163, 2002	240	2002
Learning color constancy B Funt, V Cardei, K Barnard Fourth Color Imaging Conference: Color Science, Systems and Applications, 58-60, 1996	239	1996
Clustering art K Barnard, P Duygulu, D Forsyth Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision …, 2001	227	2001
Color constancy under varying illumination GD Finlayson, BV Funt, K Barnard Proceedings of IEEE International Conference on Computer Vision, 720-725, 1995	179	1995
Color constancy for scenes with varying illumination K Barnard, G Finlayson, B Funt Computer vision and image understanding 65 (2), 311-321, 1997	167	1997
Color constancy for scenes with varying illumination K Barnard, G Finlayson, B Funt Computer vision and image understanding 65 (2), 311-321, 1997	167	1997
Bayesian geometric modeling of indoor scenes L Del Pero, J Bowdish, D Fried, B Kermgard, E Hartley, K Barnard 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2719-2726, 2012	155	2012
Attentional local contrast networks for infrared small target detection Y Dai, Y Wu, F Zhou, K Barnard IEEE Transactions on Geoscience and Remote Sensing 59 (11), 9813-9824, 2021	149	2021
Asymmetric contextual modulation for infrared small target detection Y Dai, Y Wu, F Zhou, K Barnard Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2021	136	2021

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