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UCSD Computer Vision

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2014
Dollár P., Appel R., Belongie S., Perona P., "Fast Feature Pyramids for Object Detection", IEEE Transactions on Pattern Analysis and Machine Intelligence, to appear, 2014. [BibTex][pdf]
Lin T., Maire M., Belongie S., Hays J., Perona P., Ramanan D., Dollár P., Zitnick L.C., "Microsoft COCO: Common Objects in Context", European Conference on Computer Vision (ECCV), Zürich, September, 2014. [www] [BibTex][pdf]
Wah C., Horn G., Branson S., Maji S., Perona P., Belongie S., "Similarity Comparisons for Interactive Fine-Grained Categorization", Computer Vision and Pattern Recognition (CVPR), Columbus, OH, June, 2014. [BibTex][pdf]
Branson S., Horn G., Wah C., Perona P., Belongie S., "The Ignorant Led by the Blind: A Hybrid Human–Machine Vision System for Fine-Grained Categorization", International Journal of Computer Vision (IJCV), February, 2014. [www] [BibTex]
2013
Patterson G., Horn G., Belongie S., Perona P., Hays J., "Bootstrapping Fine-Grained Classifiers: Active Learning with a Crowd in the Loop", NIPS Workshop on Crowdsourcing: Theory, Algorithms and Applications, Lake Tahoe, December, 2013. [BibTex][pdf]
2011
Branson S., Perona P., Belongie S., "Strong Supervision From Weak Annotation: Interactive Training of Deformable Part Models", IEEE International Conference on Computer Vision (ICCV), Barcelona, 2011. [BibTex][pdf, (extended) pdf]
Wah C., Branson S., Perona P., Belongie S., "Multiclass Recognition and Part Localization with Humans in the Loop", IEEE International Conference on Computer Vision (ICCV), Barcelona, 2011. [BibTex][pdf]
2010
Branson S., Wah C., Babenko B., Schroff F., Welinder P., Perona P., Belongie S., "Visual Recognition with Humans in the Loop", European Conference on Computer Vision (ECCV), Heraklion, Crete, Sept., 2010. [www] [BibTex][pdf]
Dollár P., Belongie S., Perona P., "The Fastest Pedestrian Detector In The West", British Machine Vision Conference (BMVC), Aberystwyth, UK, 2010. [BibTex][pdf]
Welinder P., Branson S., Belongie S., Perona P., "The Multidimensional Wisdom of Crowds", Neural Information Processing Systems Conference (NIPS), 2010. [www] [BibTex][pdf]
Welinder P., Branson S., Mita T., Wah C., Schroff F., Belongie S., Perona P., "Caltech-UCSD Birds 200", Technical Report, no. CNS-TR-201: Caltech, 2010. [www] [BibTex][pdf]
2009
Dollár P., Tu Z., Perona P., Belongie S., "Integral Channel Features", British Machine Vision Conference (BMVC), London, England, 2009. [BibTex][pdf]
2008
Dollár P., Babenko B., Perona P., Belongie S., Tu Z., "Multiple Component Learning for Object Detection", European Conference on Computer Vision (ECCV), 2008. [BibTex][pdf]
2005
Agarwal S., Lim J., Zelnik-Manor L., Perona P., Kriegman D., Belongie S., "Beyond Pairwise Clustering", CVPR, vol. 2, San Diego, CA, pp. 838-845, 2005. [BibTex][pdf]
1994
Greenspan H., Belongie S., Perona P., Goodman R., Rakshit S., Anderson C., "Overcomplete Steerable Pyramid Filters and Rotation Invariance", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 222-228, 1994. [BibTex][pdf]
Greenspan H., Belongie S., Perona P., Goodman R., "Rotation Invariant Texture Recognition Using a Steerable Pyramid", International Conference on Pattern Recognition (ICPR), vol. 2, pp. 162-167, 1994. [BibTex][pdf]