Perona, Pietro

Microsoft COCO: Common Objects in Context

Lin, T.-Y., Maire, M., Belongie, S., Hays, J., Perona, P., Ramanan, D., Dollár, P., & Zitnick, C. L. (2014) · Lecture Notes in Computer Science

Advanced Neural Network ApplicationsAdvanced Image and Video Retrieval Techniques

Cited by 45,460

One-shot learning of object categories

Fei-Fei, L., Fergus, R., & Perona, P. (2006) · IEEE Transactions on Pattern Analysis and Machine Intelligence

Domain Adaptation and Few-Shot LearningAdvanced Neural Network Applications

Cited by 3,029

Microsoft COCO: Common Objects in Context

Lin, T.-Y., Maire, M., Belongie, S., Bourdev, L., Girshick, R., Hays, J., Perona, P., Ramanan, D., Zitnick, C. L., & Dollár, P. (2014) · arXiv

Human Pose and Action RecognitionAdvanced Neural Network Applications

Cited by 2,579

Learning generative visual models from few training examples: An incremental Bayesian approach tested on 101 object categories

Fei-Fei, L., Fergus, R., & Perona, P. (2007) · Computer Vision and Image Understanding

Domain Adaptation and Few-Shot LearningAdvanced Image and Video Retrieval Techniques

Cited by 2,359

The iNaturalist Species Classification and Detection Dataset

Van Horn, G., Mac Aodha, O., Song, Y., Cui, Y., Sun, C., Shepard, A., Adam, H., Perona, P., & Belongie, S. (2018) · 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition

Advanced Neural Network ApplicationsDomain Adaptation and Few-Shot Learning

Cited by 1,451

Integral Channel Features

Dollar, P., Tu, Z., Perona, P., & Belongie, S. (2009) · Procedings of the British Machine Vision Conference 2009

Advanced Neural Network ApplicationsAdvanced Image and Video Retrieval Techniques

Cited by 1,237

Functional identification of an aggression locus in the mouse hypothalamus

Lin, D., Boyle, M. P., Dollar, P., Lee, H., Lein, E. S., Perona, P., & Anderson, D. J. (2011) · Nature

Neuroendocrine regulation and behaviorNeurotransmitter Receptor Influence on Behavior

Cited by 914

Recognition in Terra Incognita

Beery, S., Van Horn, G., & Perona, P. (2018) · Lecture Notes in Computer Science

Domain Adaptation and Few-Shot LearningAdvanced Neural Network Applications

Cited by 679

Automated image-based tracking and its application in ecology

Dell, A. I., Bender, J. A., Branson, K., Couzin, I. D., de Polavieja, G. G., Noldus, L. P. J. J., Pérez-Escudero, A., Perona, P., Straw, A. D., Wikelski, M., et al. (2014) · Trends in Ecology & Evolution

Wildlife Ecology and ConservationVideo Surveillance and Tracking Methods

Cited by 492

Computational Neuroethology: A Call to Action

Datta, S. R., Anderson, D. J., Branson, K., Perona, P., & Leifer, A. (2019) · Neuron

Memory and Neural MechanismsNeural dynamics and brain function

Cited by 453

Automated monitoring and analysis of social behavior in Drosophila

Dankert, H., Wang, L., Hoopfer, E. D., Anderson, D. J., & Perona, P. (2009) · Nature Methods

Neurobiology and Insect Physiology ResearchCell Image Analysis Techniques

Cited by 382

Where is the sun?

Sun, J., & Perona, P. (1998) · Nature Neuroscience

Visual perception and processing mechanismsAesthetic Perception and Analysis

Cited by 293

Presence-Only Geographical Priors for Fine-Grained Image Classification

Aodha, O. M., Cole, E., & Perona, P. (2019) · 2019 IEEE/CVF International Conference on Computer Vision (ICCV)

Advanced Neural Network ApplicationsAdvanced Image and Video Retrieval Techniques

Cited by 149

Synthetic Examples Improve Generalization for Rare Classes

Beery, S., Liu, Y., Morris, D., Piavis, J., Kapoor, A., Meister, M., Joshi, N., & Perona, P. (2020) · 2020 IEEE Winter Conference on Applications of Computer Vision (WACV)

Domain Adaptation and Few-Shot LearningAdvanced Neural Network Applications

Cited by 103

Species Distribution Modeling for Machine Learning Practitioners: A Review

Beery, S., Cole, E., Parker, J., Perona, P., & Winner, K. (2021) · ACM SIGCAS Conference on Computing and Sustainable Societies

Species Distribution and Climate ChangeWildlife Ecology and Conservation

Cited by 100

Computer Vision – ECCV 2012: 12th European Conference on Computer Vision, Florence, Italy, October 7-13, 2012, Proceedings, Part VI

Fitzgibbon, A., Schmid, C., Sato, Y., Perona, P., & Lazebnik, S. (2012) · Lecture Notes in Computer Science

Advanced Vision and ImagingAdvanced Neural Network Applications

Cited by 38

A Framework for Efficient Model Evaluation through Stratification, Sampling, and Estimation

Fogliato, R., Patil, P., Monfort, M., & Perona, P. (2024) · arXiv

Machine Learning and Data ClassificationSurvey Sampling and Estimation Techniques

Cited by 2