Projects
Publications
2014
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Piotr Dollár, Ron Appel, Serge Belongie, Pietro Perona, "Fast Feature Pyramids for Object Detection", IEEE Transactions on Pattern Analysis and Machine Intelligenceto appear, 2014.
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Tsung-Yi Lin, Michael Maire, Serge Belongie, James Hays, Pietro Perona, Deva Ramanan, Piotr Dollár, C. Lawrence Zitnick, "Microsoft COCO: Common Objects in Context", European Conference on Computer Vision (ECCV), ZürichSeptember, 2014.
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Catherine Wah, Grant Van Horn, Steve Branson, Subhransu Maji, Pietro Perona, Serge Belongie, "Similarity Comparisons for Interactive Fine-Grained Categorization", Computer Vision and Pattern Recognition (CVPR), Columbus, OHJune, 2014.
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Steve Branson, Grant Van Horn, Catherine Wah, Pietro Perona, Serge Belongie, "The Ignorant Led by the Blind: A Hybrid Human–Machine Vision System for Fine-Grained Categorization", International Journal of Computer Vision (IJCV)February, 2014.
2013
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Genevieve Patterson, Grant Van Horn, Serge Belongie, Pietro Perona, James Hays, "Bootstrapping Fine-Grained Classifiers: Active Learning with a Crowd in the Loop", NIPS Workshop on Crowdsourcing: Theory, Algorithms and Applications, Lake TahoeDecember, 2013.
2011
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Steve Branson, Pietro Perona, Serge Belongie, "Strong Supervision From Weak Annotation: Interactive Training of Deformable Part Models", IEEE International Conference on Computer Vision (ICCV), Barcelona, Spain 2011.
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Catherine Wah, Steve Branson, Pietro Perona, Serge Belongie, "Multiclass Recognition and Part Localization with Humans in the Loop", IEEE International Conference on Computer Vision (ICCV), Barcelona, Spain 2011.
2010
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Steve Branson, Catherine Wah, Boris Babenko, Florian Schroff, Peter Welinder, Pietro Perona, Serge Belongie, "Visual Recognition with Humans in the Loop", European Conference on Computer Vision (ECCV), Heraklion, CreteSeptember, 2010.
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Piotr Dollár, Serge Belongie, Pietro Perona, "The Fastest Pedestrian Detector In The West", British Machine Vision Conference (BMVC), Aberystwyth, UK 2010.
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Peter Welinder, Steve Branson, Serge Belongie, Pietro Perona, "The Multidimensional Wisdom of Crowds", Neural Information Processing Systems Conference (NIPS) 2010.
2009
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Piotr Dollár, Zhuowen Tu, Pietro Perona, Serge Belongie, "Integral Channel Features", British Machine Vision Conference (BMVC), London, England 2009.
2008
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Piotr Dollár, Boris Babenko, Pietro Perona, Serge Belongie, Zhuowen Tu, "Multiple Component Learning for Object Detection", European Conference on Computer Vision (ECCV) 2008.
2005
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Sameer Agarwal, Jongwoo Lim, Lihi Zelnik-Manor, Pietro Perona, David J. Kriegman, Serge Belongie, "Beyond Pairwise Clustering", CVPR, San Diego, CA, vol. 2, pp. 838-845, 2005.
1994
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Hayit Greenspan, Serge Belongie, Pietro Perona, Rodney M. Goodman, Charles H. Anderson, "Overcomplete Steerable Pyramid Filters and Rotation Invariance", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 222-228, 1994.
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Hayit Greenspan, Serge Belongie, Rodney M. Goodman, Pietro Perona, "Rotation Invariant Texture Recognition Using a Steerable Pyramid", International Conference on Pattern Recognition (ICPR), vol. 2, pp. 162-167, 1994.