Pietro Perona
Orcid: 0000-0002-7583-5809Affiliations:
- California Institute of Technology, Computational Vision Laboratory
According to our database1,
Pietro Perona
authored at least 279 papers
between 1989 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
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Bibliography
2024
Confidence Intervals for Error Rates in 1:1 Matching Tasks: Critical Statistical Analysis and Recommendations.
Int. J. Comput. Vis., November, 2024
CoRR, 2024
A Closer Look at Benchmarking Self-Supervised Pre-training with Image Classification.
CoRR, 2024
CoRR, 2024
Proceedings of the 2024 ACM Conference on Fairness, Accountability, and Transparency, 2024
A Framework for Efficient Model Evaluation Through Stratification, Sampling, and Estimation.
Proceedings of the Computer Vision - ECCV 2024, 2024
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
2023
Confidence Intervals for Error Rates in Matching Tasks: Critical Review and Recommendations.
CoRR, 2023
MABe22: A Multi-Species Multi-Task Benchmark for Learned Representations of Behavior.
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the First Tiny Papers Track at ICLR 2023, 2023
Benchmarking Algorithmic Bias in Face Recognition: An Experimental Approach Using Synthetic Faces and Human Evaluation.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
2022
CoRR, 2022
Rayleigh EigenDirections (REDs): GAN latent space traversals for multidimensional features.
CoRR, 2022
The Caltech Fish Counting Dataset: A Benchmark for Multiple-Object Tracking and Counting.
Proceedings of the Computer Vision - ECCV 2022, 2022
Proceedings of the Computer Vision - ECCV 2022, 2022
Proceedings of the Computer Vision - ECCV 2022, 2022
Rayleigh EigenDirections (REDs): Nonlinear GAN Latent Space Traversals for Multidimensional Features.
Proceedings of the Computer Vision - ECCV 2022, 2022
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
Multi-Dimensional, Nuanced and Subjective - Measuring the Perception of Facial Expressions.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
2021
CoRR, 2021
Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021
Proceedings of the COMPASS '21: ACM SIGCAS Conference on Computing and Sustainable Societies, Virtual Event, Australia, 28 June 2021, 2021
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021
2020
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020
Proceedings of the Computer Vision - ECCV 2020, 2020
Rethinking Zero-Shot Video Classification: End-to-End Training for Realistic Applications.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019
2018
CoRR, 2018
Understanding the Role of Adaptivity in Machine Teaching: The Case of Version Space Learners.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018
Proceedings of the British Machine Vision Conference 2018, 2018
Proceedings of the British Machine Vision Conference 2018, 2018
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2018
2017
Proceedings of the 34th International Conference on Machine Learning, 2017
A Simple Multi-Class Boosting Framework with Theoretical Guarantees and Empirical Proficiency.
Proceedings of the 34th International Conference on Machine Learning, 2017
Proceedings of the 5th International Conference on Learning Representations, 2017
Proceedings of the IEEE International Conference on Computer Vision, 2017
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017
2016
Improved Multi-Class Cost-Sensitive Boosting via Estimation of the Minimum-Risk Class.
CoRR, 2016
Unsupervised Discovery of El Nino Using Causal Feature Learning on Microlevel Climate Data.
Proceedings of the Thirty-Second Conference on Uncertainty in Artificial Intelligence, 2016
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016
Proceedings of the 19th International Conference on Artificial Intelligence and Statistics, 2016
2015
Proceedings of the Thirty-First Conference on Uncertainty in Artificial Intelligence, 2015
Proceedings of the 2015 IEEE International Conference on Computer Vision Workshop, 2015
Proceedings of the Third AAAI Conference on Human Computation and Crowdsourcing, 2015
Building a bird recognition app and large scale dataset with citizen scientists: The fine print in fine-grained dataset collection.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015
Proceedings of the British Machine Vision Conference 2015, 2015
2014
IEEE Trans. Pattern Anal. Mach. Intell., 2014
The Ignorant Led by the Blind: A Hybrid Human-Machine Vision System for Fine-Grained Categorization.
Int. J. Comput. Vis., 2014
Frontiers Comput. Neurosci., 2014
CoRR, 2014
Proceedings of the Computer Vision - ECCV 2014, 2014
Proceedings of the Computer Vision - ECCV 2014, 2014
Proceedings of the Computer Vision - ECCV 2014, 2014
Proceedings of the Computer Vision - ECCV 2014, 2014
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014
Proceedings of the British Machine Vision Conference, 2014
Proceedings of the British Machine Vision Conference, 2014
Proceedings of the Computer Vision - ACCV 2014, 2014
2013
IEEE Trans. Pattern Anal. Mach. Intell., 2013
Proceedings of the 30th International Conference on Machine Learning, 2013
Proceedings of the IEEE International Conference on Computer Vision, 2013
A Lazy Man's Approach to Benchmarking: Semisupervised Classifier Evaluation and Recalibration.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013
Proceedings of the British Machine Vision Conference, 2013
Proceedings of the British Machine Vision Conference, 2013
2012
IEEE Trans. Pattern Anal. Mach. Intell., 2012
IEEE Trans. Pattern Anal. Mach. Intell., 2012
Proceedings of the IEEE Workshop on Applications of Computer Vision, 2012
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012
2011
IEEE Trans. Pattern Anal. Mach. Intell., 2011
Proceedings of the IEEE Workshop on Applications of Computer Vision (WACV 2011), 2011
Bag of Words for Large Scale Object Recognition - Properties and Benchmark.
Proceedings of the VISAPP 2011, 2011
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011
Proceedings of the IEEE International Conference on Computer Vision, 2011
Proceedings of the IEEE International Conference on Computer Vision, 2011
Strong supervision from weak annotation: Interactive training of deformable part models.
Proceedings of the IEEE International Conference on Computer Vision, 2011
Proceedings of the British Machine Vision Conference, 2011
2010
Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010
Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2010
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010
Proceedings of the British Machine Vision Conference, 2010
2009
Proceedings of the International Conference on Image Processing, 2009
Proceedings of the 12th IEEE International Conference on Computer Vision Workshops, 2009
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2009
Proceedings of the British Machine Vision Conference, 2009
2008
Proceedings of the 8th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2008), 2008
Proceedings of the Computer Vision, 2008
Proceedings of the Computer Vision, 2008
Proceedings of the Computer Vision, 2008
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2008
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2008
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008
2007
Pattern Recognit. Lett., 2007
Int. J. Comput. Vis., 2007
Int. J. Comput. Vis., 2007
Int. J. Comput. Vis., 2007
Learning generative visual models from few training examples: An incremental Bayesian approach tested on 101 object categories.
Comput. Vis. Image Underst., 2007
Dimensionality Reduction Using Automatic Supervision for Vision-Based Terrain Learning.
Proceedings of the Robotics: Science and Systems III, 2007
Proceedings of the 5th International Symposium on Non-Photorealistic Animation and Rendering, 2007
Proceedings of the 2007 IEEE International Conference on Robotics and Automation, 2007
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007
Fast Terrain Classification Using Variable-Length Representation for Autonomous Navigation.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007
2006
IEEE Trans. Pattern Anal. Mach. Intell., 2006
Proceedings of the Robotics: Science and Systems II, 2006
Proceedings of the Advances in Neural Information Processing Systems 19, 2006
Proceedings of the 2006 IEEE International Conference on Robotics and Automation, 2006
Proceedings of the Toward Category-Level Object Recognition, 2006
Proceedings of the 3rd International Symposium on 3D Data Processing, 2006
2005
Selective visual attention enables learning and recognition of multiple objects in cluttered scenes.
Comput. Vis. Image Underst., 2005
Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005
Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005
Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005
2004
A taxonomy of visual recognition.
Proceedings of the 9th International Fall Workshop on Vision, Modeling, and Visualization, 2004
Proceedings of the Advances in Neural Information Processing Systems 17 [Neural Information Processing Systems, 2004
Proceedings of the Advances in Neural Information Processing Systems 17 [Neural Information Processing Systems, 2004
Proceedings of the Advances in Neural Information Processing Systems 17 [Neural Information Processing Systems, 2004
Proceedings of the Computer Vision, 2004
Proceedings of the Computer Vision, 2004
Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004
Proceedings of the 1st Symposium on Applied Perception in Graphics and Visualization, 2004
2003
IEEE Trans. Pattern Anal. Mach. Intell., 2003
Decomposition of human motion into dynamics-based primitives with application to drawing tasks.
Autom., 2003
Proceedings of the Image Analysis, 13th Scandinavian Conference, 2003
Proceedings of the Advances in Neural Information Processing Systems 16 [Neural Information Processing Systems, 2003
Proceedings of the Advances in Neural Information Processing Systems 16 [Neural Information Processing Systems, 2003
Proceedings of the 9th IEEE International Conference on Computer Vision (ICCV 2003), 2003
Classification of human actions into dynamics based primitives with application to drawing tasks.
Proceedings of the 7th European Control Conference, 2003
Proceedings of the 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2003), 2003
Segmentation of human motion into dynamics based primitives with application to drawing tasks.
Proceedings of the American Control Conference, 2003
2002
Special Issue on Partial Differential Equations in Image Processing, Computer Vision, and Computer Graphics.
J. Vis. Commun. Image Represent., 2002
Proceedings of the Advances in Neural Information Processing Systems 15 [Neural Information Processing Systems, 2002
Proceedings of the Computer Vision, 2002
Proceedings of the 1st International Symposium on 3D Data Processing Visualization and Transmission (3DPVT 2002), 2002
Proceedings of the 1st International Symposium on 3D Data Processing Visualization and Transmission (3DPVT 2002), 2002
Proceedings of the 1st International Symposium on 3D Data Processing Visualization and Transmission (3DPVT 2002), 2002
2001
Comput. Vis. Image Underst., 2001
Proceedings of the Advances in Neural Information Processing Systems 14 [Neural Information Processing Systems: Natural and Synthetic, 2001
Proceedings of the Advances in Neural Information Processing Systems 14 [Neural Information Processing Systems: Natural and Synthetic, 2001
Proceedings of the Eighth International Conference On Computer Vision (ICCV-01), Vancouver, British Columbia, Canada, July 7-14, 2001, 2001
Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001
Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001
2000
Call for Papers: Special Issue on Partial Differential Equations in Image Processing, Computer Vision, and Computer Graphics.
J. Vis. Commun. Image Represent., 2000
Special Issue on the Second International Conference on Scale Space Theory in Computer Vision: Guest Editors' Comments.
J. Vis. Commun. Image Represent., 2000
Image Vis. Comput., 2000
Integr. Comput. Aided Eng., 2000
A system for real-time 2-D feature detection based on field programmable gate arrays.
Integr. Comput. Aided Eng., 2000
Proceedings of the 2000 IEEE International Conference on Robotics and Automation, 2000
Proceedings of the Workshop on Human Motion, 2000
Proceedings of the 4th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2000), 2000
Proceedings of the Computer Vision - ECCV 2000, 6th European Conference on Computer Vision, Dublin, Ireland, June 26, 2000
Proceedings of the Computer Vision - ECCV 2000, 6th European Conference on Computer Vision, Dublin, Ireland, June 26, 2000
Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000
Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000
1999
Proceedings of the 1999 International Symposium on Circuits and Systems, ISCAS 1999, Orlando, Florida, USA, May 30, 1999
Proceedings of the International Conference on Computer Vision, 1999
Continuous Dynamic Time Warping for Translation-Invariant Curve Alignment with Applications to Signature Verification.
Proceedings of the International Conference on Computer Vision, 1999
Proceedings of the 1999 Conference on Computer Vision and Pattern Recognition (CVPR '99), 1999
Proceedings of the 1999 Conference on Computer Vision and Pattern Recognition (CVPR '99), 1999
1998
Correction to: "Reducing 'Structure From Motion': A General Framework for Dynamic Vision Part 2: Implementation and Experimental Assessment".
IEEE Trans. Pattern Anal. Mach. Intell., 1998
Reducing "Structure From Motion": A General Framework for Dynamic Vision Part 2: Implementation and Experimental Assessment.
IEEE Trans. Pattern Anal. Mach. Intell., 1998
Reducing "Structure From Motion": A General Framework for Dynamic Vision Part 1: Modeling.
IEEE Trans. Pattern Anal. Mach. Intell., 1998
Proceedings of the Sixth International Conference on Computer Vision (ICCV-98), 1998
Reach Out and Touch Space (Motion Learning).
Proceedings of the 3rd International Conference on Face & Gesture Recognition (FG '98), 1998
Proceedings of the 9th European Signal Processing Conference, 1998
Proceedings of the Computer Vision, 1998
A Probabilistic Approach to Object Recognition Using Local Photometry and Global Geometry.
Proceedings of the Computer Vision, 1998
Proceedings of the 1998 Conference on Computer Vision and Pattern Recognition (CVPR '98), 1998
Proceedings of the 1998 Conference on Computer Vision and Pattern Recognition (CVPR '98), 1998
Proceedings of the 1998 Conference on Computer Vision and Pattern Recognition (CVPR '98), 1998
Proceedings of the 1998 Conference on Computer Vision and Pattern Recognition (CVPR '98), 1998
1997
1996
IEEE Trans. Pattern Anal. Mach. Intell., 1996
Proceedings of the 13th International Conference on Pattern Recognition, 1996
Proceedings of the 1996 Conference on Computer Vision and Pattern Recognition (CVPR '96), 1996
Proceedings of the 1996 Conference on Computer Vision and Pattern Recognition (CVPR '96), 1996
Modeling Subjective Uncertainty in Image Annotation.
Proceedings of the Advances in Knowledge Discovery and Data Mining., 1996
1995
Proceedings of the Proceedings 1995 International Conference on Image Processing, 1995
Proceedings of the Proceedings 1995 International Conference on Image Processing, 1995
Proceedings of the Procedings of the Fifth International Conference on Computer Vision (ICCV 95), 1995
Proceedings of the Procedings of the Fifth International Conference on Computer Vision (ICCV 95), 1995
Proceedings of the Procedings of the Fifth International Conference on Computer Vision (ICCV 95), 1995
Proceedings of the Procedings of the Fifth International Conference on Computer Vision (ICCV 95), 1995
1994
Proceedings of the Geometry-Driven Diffusion in Computer Vision, 1994
Proceedings of the Advances in Neural Information Processing Systems 7, 1994
Knowledge Discovery in Large Image Databases: Dealing with Uncertainties in Ground Truth.
Proceedings of the Knowledge Discovery in Databases: Papers from the 1994 AAAI Workshop, 1994
Proceedings of the 12th IAPR International Conference on Pattern Recognition, 1994
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994
Proceedings of the Computer Vision, 1994
Proceedings of the Computer Vision, 1994
Proceedings of the Conference on Computer Vision and Pattern Recognition, 1994
Proceedings of the Conference on Computer Vision and Pattern Recognition, 1994
Proceedings of the Conference on Computer Vision and Pattern Recognition, 1994
1993
Proceedings of the Conference on Computer Vision and Pattern Recognition, 1993
1992
Image Vis. Comput., 1992
Proceedings of the Computer Vision, 1992
1990
IEEE Trans. Pattern Anal. Mach. Intell., 1990
Proceedings of the Third International Conference on Computer Vision, 1990
1989
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1989