Perona, Pietro

Advisor — 47 thesises

• Soatto, Stefano — A geometric framework for dynamic vision (1996, Dissertation (Ph.D.))
• Song, Yang — A Probabilistic Approach to Human Motion Detection and Labeling (2003, Dissertation (Ph.D.))
• Gillula, Jeremy Hugh — A Probabilistic Framework for Real-Time Mapping on an Unmanned Ground Vehicle (2006, Senior thesis (Minor))
• Hall, David Christopher — Advancing a Machine's Visual Awareness of People (2017, Dissertation (Ph.D.))
• Sun, Jennifer Jianing — AI for Scientists: Accelerating Discovery Through Knowledge, Data, and Learning (2024, Dissertation (Ph.D.))
• Kondapaneni, Neehar — Aligning and Comparing Vision Representations to Improve Understanding and Performance (2025, Dissertation (Ph.D.))
• Fanti, Claudio — An Improved Scheme for Detection and Labeling in Johansson Displays (2004, Master's thesis)
• Chalupka, Krzysztof — Automated Macro-scale Causal Hypothesis Formation Based on Micro-scale Observation (2017, Dissertation (Ph.D.))
• Goncalves, Luis — Automatic observation and synthesis of human motion (2000, Dissertation (Ph.D.))
• Zhang, Tony (Haoyu) — Biological Intelligence: from Behavior to Learning Theory (2022, Dissertation (Ph.D.))
• Appel, Ron — Boosting Boosting (2017, Dissertation (Ph.D.))
• Basset, Christophe Jean-Michel — CMOS Imaging Technology with Embedded Early Image Processing (2007, Dissertation (Ph.D.))
• Eyjolfsdottir, Eyrun-Arna — Computational Methods for Behavior Analysis (2017, Dissertation (Ph.D.))
• Roweis, Sam T. — Data driven production models for speech processing (1999, Dissertation (Ph.D.))
• Angelova, Anelia Nedelcheva — Data Pruning (2004, Master's thesis)
• Eyjolfsdottir, Eyrun Arna — Detecting Actions of Fruit Flies (2014, Master's thesis)
• Holub, Alex David — Discriminative vs. Generative Object Recognition: Objects, Faces, and the Web (2007, Dissertation (Ph.D.))
• Bryan, Ronald Edward — Distance Based Visual Cues to Interpersonal Trust (2012, Dissertation (Ph.D.))
• Welinder, Nils Peter Egon — Hybrid Human-Machine Vision Systems: Image Annotation using Crowds, Experts and Machines (2012, Dissertation (Ph.D.))
• Rolfe, Jason Tyler — Intrinsic Gradient Networks (2012, Dissertation (Ph.D.))
• Marino, Joseph Louis — Learned Feedback & Feedforward Perception & Control (2021, Dissertation (Ph.D.))
• Griffin, Gregory Scott — Learning and Using Taxonomies for Visual and Olfactory Classification (2013, Dissertation (Ph.D.))
• Feng, Xiaolin — Methods for the Analysis of Visual Motion (2002, Dissertation (Ph.D.))
• Spain, Merrielle Therese — Modeling and Predicting Object Attention in Natural Scenes (2011, Dissertation (Ph.D.))
• González Palacios, Carlos Roberto — Optimal Data Distributions in Machine Learning (2015, Dissertation (Ph.D.))
• Moreels, Pierre — Probabilistic, Features-Based Object Recognition (2008, Dissertation (Ph.D.))
• Chen, Bo — Quantum of Vision (2016, Dissertation (Ph.D.))
• Burl, Michael C. — Recognition of visual object classes (1997, Dissertation (Ph.D.))
• Ryou, Serim — Representation of the Semantic Structures: from Discovery to Applications (2022, Dissertation (Ph.D.))
• Aly, Mohamed Alaa El-Dien Mahmoud Hussein — Searching Large-Scale Image Collections (2011, Dissertation (Ph.D.))
• Savarese, Silvio — Shape Reconstruction from Shadows and Reflections (2005, Dissertation (Ph.D.))
• Del Vecchio, Domitilla — State Estimation in Multi-Agent Decision and Control Systems (2005, Dissertation (Ph.D.))
• Sun, Jennifer Yun-Man — Three-Dimensional Shape from Shading: Perception and Mechanisms (1996, Dissertation (Ph.D.))
• Van Horn, Grant Richard — Towards a Visipedia: Combining Computer Vision and Communities of Experts (2019, Dissertation (Ph.D.))
• Fanti, Claudio — Towards Automatic Discovery of Human Movemes (2008, Dissertation (Ph.D.))
• Gomes, Ryan Geoffrey — Towards Open Ended Learning: Budgets, Model Selection, and Representation (2011, Dissertation (Ph.D.))
• Kolb, F. Christopher — Two themes in perceptual ecology : visual attention and awareness (1996, Dissertation (Ph.D.))
• Andreetto, Marco — Unsupervised Learning of Categorical Segments in Image Collections (2011, Dissertation (Ph.D.))
• Weber, Markus — Unsupervised learning of models for object recognition (2000, Dissertation (Ph.D.))
• Ronchi, Matteo Ruggero — Vision for Social Robots: Human Perception and Pose Estimation (2020, Dissertation (Ph.D.))
• Cole, Elijah Henry John — Visual and Spatial Representation Learning with Applications in Ecology (2023, Dissertation (Ph.D.))
• Munich, Mario Enrique — Visual input for pen-based computers (2000, Dissertation (Ph.D.))
• Bouguet, Jean-Yves — Visual methods for three-dimensional modeling (1999, Dissertation (Ph.D.))
• Angelova, Anelia Nedelcheva — Visual Prediction of Rover Slip: Learning Algorithms and Field Experiments (2008, Dissertation (Ph.D.))
• Li, Fei-Fei — Visual Recognition: Computational Models and Human Psychophysics (2005, Dissertation (Ph.D.))
• McGill, Mason Benjamin — Visual Systems and the Forces That Shape Them (2025, Dissertation (Ph.D.))
• Beery, Sara Meghan — Where the Wild Things Are: Computer Vision for Global-Scale Biodiversity Monitoring (2023, Dissertation (Ph.D.))