@article{gomes:nips11,
author = {R.Gomes, P. Welinder, A. Krause, P. Perona},

title = {Crowdclustering},
booktitle = {Advances in Neural Information Processing Systems (NIPS 2011)},
location = {Granada, Spain},
year = {2010}

@inproceedings{WelinderPeronaCVPR2010},
author = {P. Welinder, P. Perona},
title = {Online crowdsourcing: rating annotators and obtaining cost-effective labels},
booktitle = {CVPR},
year = {2010}

@article{peronaVisipedia2010,
Abstract = {The web is not perfect: while text is easily searched and organized, pictures (the vast majority of the bits that one can find online) are not. In order to see how one could improve the web and make pictures first-class citizens of the web, I explore the idea of Visipedia, a visual interface for Wikipedia that is able to answer visual queries and enables experts to contribute and organize visual knowledge. Five distinct groups of humans would interact through Visipedia: users, experts, editors, visual workers, and machine vision scientists. The latter would gradually build automata able to interpret images. I explore some of the technical challenges involved in making Visipedia happen. I argue that Visipedia will likely grow organically, combining state-of-the-art machine vision with human labor.},
Author = {Perona, P.},
Doi = {10.1109/JPROC.2010.2049621},
Issn = {0018-9219},
Journal = {Proceedings of the IEEE},
Month = {aug.},
Number = {8},
Pages = {1526 -1534},
Title = {Vision of a Visipedia},
Volume = {98},
Year = {2010}}

@article{Bart2011unsupervised,
title = {Unsupervised organization of Image Collections: Taxonomies and Beyond},
author = {E. Bart, M. Welling, P. Perona},
journal = {IEEE Transactions of Pattern Analysis and Machine Intelligence},
year = {2011},
publisher ={Published by the IEEE Computer Society},
}

@inproceedings{dollarBMVC09},
author = {P. Dollar, Z. Tu, P. Perona and S. Belongie},
title = {Integral Channel Features},
booktitle = {BMVC},
year = {2009},
}

@inproceedings{dollarCVPR09peds},
author = {P. Dollar, C. Wojek, B. Schiele and P. Perona},
title = {Pedestrian Detection: A Benchmark},
booktitle = {CVPR},
month = {June},
year = {2009},
city = {Miami},
}

@article{MoreelsPeronaECCV08
author={Pierre Moreels and Pietro Perona},
title={A Probabilistic Cascade of Detectors for Individual Object Recognition},
booktitle={European Conference on Computer Vision (ECCV)},
year={2008}

address={Marseille, France}
}

@article{DollarBabenkoBelongiePeronaTu,
author={P. Dollar, B. Babenko, S. Belongie, P. Perona, Z. Tu},
title={Multiple Component Learning for Object Detection},
booktitle={European Conference on Computer Vision (ECCV)},
year={2008},
address={Marseille, France}
}


@article{GriffinPeronaCVPR08,
author={Gregory Griffin and Pietro Perona},
title={Learning and Using Taxonomies for Fast Visual Categorization},
booktitle={IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
year={2008},
}

@article{AndreettoZelnikPeronaPOCV08,
author={Marco Andreetto and Lihi Zelnik-Manor and Pietro Perona},
title={Unsupervised Learning of Categorical Segments in Image Collections},
booktitle={Sixth IEEE Computer Society Workshop on Perceptual Organization in Computer Vision (POCV08)}, in IEEE Conference on Computer Vision and Pattern Recognition (CVPR08)},
year={2008},
address={Anchorage, AK, USA}

}

@inproceedings{Bart:CVPR2008:TAX,
author={Evgeniy Bart and Ian Porteous and Pietro Perona and Max Welling},
title={Unsupervised Learning of Visual Taxonomies},
booktitle={IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
year={2008}

@article{HolubMoreelsPeronaFG08,
author={A.D. Holub, P. Moreels, P. Perona},
title={Unsupervised Clustering for Google Searches of Celebrity Images},
journal={8th IEEE Int'l Conference on Automatic Face and Gesture Recognition},
year={2008},
}


@article{GomesWellingPerona,
author={R. Gomes, M. Welling, P. Perona},
title={Incremental Learning of Nonparametric Bayesian Mixture Models},
journal={Computer Vision and Pattern Recognition (CVPR)},
year={2008},
}


@article{HolubPeronaBurl,
author={A.D. Holub, P. Perona. M. Burl},
title={Entropy-Based Active Learning for Object Recognition},
journal={Second IEEE Workshop on Online Learning for Classification, (OLC). Computer Vision and Pattern Recognition (CVPR)},
year={2008},
}


@inproceedings{AndreettoZelnikPeronaICCV07,
author={Marco Andreetto and Lihi Zelnik-Manor and Pietro Perona},
title={Non-parametric Probabilistic Image Segmentation},
booktitle={Eleventh IEEE International Conference on Computer Vision (ICCV07)},
year={2007},
}


@inproceedings{HolubWellingPeronaIJCV08,
author={A.D. Holub, M. Welling, P. Perona},
title={Hybrid Generative-Discriminative Object Recognition},
journal={International Journal of Computer Vision (IJCV)},

year={2007},
}

@inproceedings{AngelovaMatthiesHelmickPeronaRSS07,
author={A. Angelova, L. Matthies, D. Helmick, P. Perona},
title={Dimensionality Reduction Using Automatic Supervision for Vision-Based Terrain Learning},
journal={Robotics: Science and Systems (RSS)},
year={
2007},
}

@article{AngelovaMatthiesHelmickPeronaCVPR07,
author={A. Angelova, L. Matthies, D. Helmick, P. Perona},
title={Fast Terrain Classification Using Variable-Length Representation for Autonomous Navigation},
journal={Computer Vision and Pattern Recognition (CVPR)},
year={2007},
}

@article{HolubLiuPerona,
author={A. D. Holub, Yun-Hseuh Liu, P. Perona},
title={On Constructing Facial Similarity Maps},
journal={Computer Vision and Pattern Recognition (CVPR)},
year={2007},
}

@inproceedings{AngelovaMatthiesHelmickPeronaICRA07,
author={A. Angelova, L. Matthies, D. Helmick, P. Perona},
title={Learning Slip Behavior Using Automatic Mechanical Supervision},
journal={IEEE International Conference on Robotics and Automation (ICRA)},
year={
2007},
}


@inproceedings{GehlerHolubWelling,
author={P. Gehler, A.D. Holub, M. Welling},
title={The Rate Adapting Poisson Model For Information Retrieval and Object Recognition},
journal={International Conference on Machine Learning (ICML)},

year={2006},
}


@inproceedings{AngelovaMatthiesHelmickPerona,
author={A. Angelova, L. Matthies, D. Helmick, P. Perona},
title={Slip Predicition Using Visual Information},
journal={Robotics: Science and Systems (RSS)},
year={
2006},
}

@inproceedings{AngelovaMatthiesHelmickSibleyPerona,
author={A. Angelova, L. Matthies, D. Helmick, G. Sibley, P. Perona},
title={Learning to Predict Slip for Ground Robots},
journal={International Conference on Robotics and Automation (ICRA)},
year={
2006},
}

@article {FeiFeiFergusPeronaPAMI,
author={L. Fei-Fei; Fergus, R.; Perona},
title={One-Shot Learning of Object Categories},
journal={IEEE Transactions on Pattern Analysis Machine Intelligence},
volume={28},
issue={4},
Year={2006},
Month={April},
Pages={594-611},
}

@inproceedings{MoreelsPerona,
author={P. Moreels and P. Perona},
title=
{Evaluation of Features Detectors and Descriptors base on 3D objects},
journal={International Journal of Computer Vision (IJCV)},
year={2006},
}


@inproceedings{HolubWellingPerona,
author={A. D. Holub and M. Wellling and P. Perona},
title={Combining Generative Models and Fisher Kernels for Object Recognition},
journal={Tenth Annual IEEE International Conference on Computer Vision (ICCV)},
year={2005},
address={Beijing, China},
}

@inproceedings{FantiZelnikPeronaCVPR2005,
author={C. Fanti and Lihi Zelnik-Manor and P. Perona},
title={Hybrid Models for Human Motion Recognition},
booktitle={IEEE Computer Science Society International Conference of Computer Vision and Pattern Recognition (CVPR 2005)},
year={2005},
address={San Diego, CA, USA},
}


@article{AngelovaAbu-MostafaPerona,
author={A. Angelova and Yaser Abu-Mostafa and P. Perona},
title={Pruning Training Sets for Learning of Object Categories},
journal={Computer Vision and Pattern Recognition (CVPR)},
year={2005},
}

@article{HolubPerona,
author={A. D. Holub and P. Perona},
title={A Discriminative Framework for Modeling Object Class},
journal={Computer Vision and Pattern Recognition (CVPR)},
year={2005},
}

@article{FergusPeronaZisserman,
author={R. Fergus and P. Perona and A. Zisserman},
title={A Sparse Object Category Model for Efficient Learning and Exhaustive Recognition},
journal={Proc of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
year={2005},
}

@inproceedings{MoreelsMairePerona04,
author={P. Moreels and M. Maire and P. Perona},
title={Recognition by Probabilistic Hypothesis Construction},
journal={European Conference on Computer Vision (ECCV)},

pages={55},
year={2004},
}


@inproceedings{MoreelsPerona04,
author={P. Moreels and P. Perona},
title={Common-Frame Model for Object Recognition},
journal={Advances in Neural Information Processing Systems (NIPS)},
year={2004},
}

@inproceedings{FergusPeronaZisserman04,
author={R. Fergus and P. Perona and A. Zisserman},
title={A Visual Category Filter for Google Images},
journal={8th European Conference on Computer Vision (ECCV)},
pages={242},
year={2004},
}

@inproceedings{Fergus04,
author={R. Fergus and P. Perona and A. Zisserman},
title={Sampling Methods for Unsupervised Learning},
journal={Proc. Neural Information Processing Systems},
year={2004},
}


@inproceedings{Ruthishauser04,
author={U. Rutishauser and D. Walther and  C. Koch and P. Perona},
title={Is Bottom-Up Attention Useful for Object Recognition},
journal={IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
pages={11-37},
year={2004},
}

@inproceedings{LiFergusPerona04,
author={L. Fei-Fei and R. Fergus and Pietro Perona},
title={Learning Generative Visual Models From Few Training Examples: An Incremental Bayesian Approach Tested on 101 Object Categories},
journal={IEEE CVPR Workshop of Generative Model Based Vision (WGMBV)},
year={2004},
}

@inproceedings{Fanti03,
author={C. Fanti and  M. Polito and  P. Perona},
title={An Improved Scheme for Detection and Labeling in Johansson Displays},
journal={Advances in Neural Information Processing Systems 16},
year={2003},
}

@inproceedings{FeiFeiFergusPerona03,
author={L. Fei-Fei and R. Fergus and P. Perona},
title={A Bayesian Approach to Unsupervised One-Shot Learning of Object Categories},
journal={Ninth IEEE International Conference on Computer Vision (ICCV)},
volume={2},
pages={1134},
year={2003},
}

@article{FergusPeronaZisserman_oc,
author={R. Fergus and P. Perona and A. Zisserman},
title={Object Class Recognition by Unsupervised Scale-Invariant Learning},
journal={Proc of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
year={2003},
}

@inproceedings{SavareseChenPerona_LS,
author={S. Savarese and P. Perona},
title={Local Shape from Mirror Reflections},
journal={International Journal of Computer Vision (IJCV)},
volume=64(1)
pages=31-67
year={2005},
}

@inproceedings{SavareseChenPerona_RLS,
author={S. Savarese and M. Chen and P. Perona},
title={Recovering Local Shape of a Mirror Surface from Reflection of a Regular Grid},
journal={in Proc. of European Conference of Computer Vision (ECCV)},
year={2004},
}

@article{songGoncalvesPerona03,
author={Y. Song and L. Goncalves and P. Perona},
title={Unsupervised Learning of Human Motion},
journal={IEEE Transactions on Pattern Analysis and Machine Intelligence},
volume={25},
issue={25},
pages={814-827},
year={2003},
}


inproceedings{ddv_ECC,
author={D. Del Vecchio and R. M. Murray and P. Perona},
title={Classification of Human Motion into Dynamics Based Primitives with
Application to Drawing Tasks},
journal={Proc. of European Control Conference},
year={2003},
address={Cambridge, UK},
}


@inproceedings{ddv_ACC,
author={D. Del Vecchio and R. M. Murray and P. Perona},
title={Segmentation of Human Motion into Dynamics Based Primitives with Application to Drawing Tasks},
journal={Proc. of American Control Conference},
pages={1816 - 1823},
year={2003},
address={Denver, USA},
}

@article{ddv,
author={D. Del Vecchio and R. M. Murray and P. Perona},
title={Decomposition of Human Motion into Dynamics Based Primitives with Application to Drawing Tasks},
journal={Automatica},
volume={39},
pages={2085-2098},
year={2003},
}

@inproceedings{ddv_IFAC,
author={D. Del Vecchio and R. M. Murray and P. Perona},
title={Primitives for Human Motion: A Dynamical Approach},
journal={Proc. of IFAC World Congress},
year={2002},
address={Barcelona, Spain},
}

@article{FeiFeiVanRullenKoch02,
author={L. Fei-Fei and  R. VanRullen and  C. Koch},
title={Rapid Natural Scene Categorization in the Near Absence of Attention},
journal={Proceedings of the National Academy of Sciences of the United States of America (PNAS)},
volume={99},
pages={9596},
year={2002},
}

@inproceedings{agarwalLZPKB05,
Author = {Sameer Agarwal and Jongwoo Lim and Lihi Zelnik-Manor and Pietro Perona and David J. Kriegman and Serge Belongie},
Bibsource = {DBLP, http://dblp.uni-trier.de},
Booktitle = {CVPR},
Date-Added = {2010-03-21 16:50:04 -0700},
Date-Modified = {2010-03-21 16:54:33 -0700},
Pages = {838-845},
Title = {Beyond Pairwise Clustering},
Year = {2005},
Bdsk-Url-1 = {http://dx.doi.org/10.1109/CVPR.2005.89}}

@article {LihiZelnikManorPPerona,
author={Lihi Zelnik-Manor and P. Perona },
title={Self-Tuning Spectral Clustering},
journal={Eighteenth Annual Conference on Neural Information Processing Systems, (NIPS)},
year={2004},
}


@article{lebetsky09,
Author = {Lebestky, Tim; Chang, Jung-Sook C.; Dankert, Heiko; Zelnik, Lihi; Kim, Young-Cho; Han, Kyung-An; Wolf, Fred W.; Perona, Pietro; Anderson, David J.},
Date-Added = {2009-12-06 08:12:33 -0800},
Date-Modified = {2009-12-06 08:13:47 -0800},
Journal = {neuron},
Number = {4},
Pages = {522 - 536},
Title = {Two Different Forms of Arousal in Drosophila Are Oppositely Regulated by the Dopamine D1 Receptor Ortholog DopR via Distinct Neural Circuits},
Volume = {64},
Year = {2009}}


@article{DankertWangHoopferAndersonPerona},
author={H. Dankert, L. Wang, E. D. Hoopfer, D. J. Anderson, P. Perona},
title={Automated Monitoring and Analysis of Social Behavior in Drosophila},
journal={Nature Methods},
year={2009},
}

@article{BransonRobieBenderPeronaDickinson},
author={K. Branson, A. Robie, J. Bender, P. Perona, M. Dickinson},
title=
{High-Throughput Ethomics in Large Groups of Drosophilia},
journal={Nature Methods},
year={2009},
}

@inproceedings{BasriHassnerZelnik,
author={R. Basri, T. Hassner and L. Zelnik-Manor},
title={Approximate Nearest Subspace Search with Applications to Pattern Recognition},
journal={IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
year={2007},
}


@inproceedings{Zelnik-ManorPetersPerona,
author={L. Zelnik-Manor and G. Peters and P. Perona},
title=
{Squaring the Circle in Panoramas},
journal={Tenth Annual IEEE International Conference on Computer Vision (ICCV)},
year={2005},
address={Beijing, China},
}

@inproceedings{HolubLP02,
author={A. D. Holub and G. Laurent and P. Perona},
title={A Digital Antennal Lobe for Pattern Equalization: Analysis and Design},
journal={Advances in Neural Information Processing Systems (NIPS)},
pages={229-236},
year={2002},
}

































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