Items where Research Group Name is "Perona Lab"

2023

Cole, Elijah Henry John (2023) Visual and Spatial Representation Learning with Applications in Ecology. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/xp2k-es46. https://resolver.caltech.edu/CaltechTHESIS:06072023-210232983

Beery, Sara Meghan (2023) Where the Wild Things Are: Computer Vision for Global-Scale Biodiversity Monitoring. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/m4mt-2q51. https://resolver.caltech.edu/CaltechTHESIS:04242022-005200355

2022

Zhang, Tony (Haoyu) (2022) Biological Intelligence: from Behavior to Learning Theory. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/8z4q-8g15. https://resolver.caltech.edu/CaltechTHESIS:12152021-005204320

Ryou, Serim (2022) Representation of the Semantic Structures: from Discovery to Applications. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/rvnc-dp57. https://resolver.caltech.edu/CaltechTHESIS:12092021-125955775

2021

Marino, Joseph Louis (2021) Learned Feedback & Feedforward Perception & Control. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/4mjd-ce53. https://resolver.caltech.edu/CaltechTHESIS:05272021-042158260

2020

Ronchi, Matteo Ruggero (2020) Vision for Social Robots: Human Perception and Pose Estimation. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/n2v1-1g79. https://resolver.caltech.edu/CaltechTHESIS:05212020-155425112

2019

Van Horn, Grant Richard (2019) Towards a Visipedia: Combining Computer Vision and Communities of Experts. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/20DQ-Y220. https://resolver.caltech.edu/CaltechTHESIS:05082019-103122440

2017

Hall, David Christopher (2017) Advancing a Machine's Visual Awareness of People. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/Z9ST7MWC. https://resolver.caltech.edu/CaltechTHESIS:05292017-224523022

Chalupka, Krzysztof (2017) Automated Macro-scale Causal Hypothesis Formation Based on Micro-scale Observation. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/Z9MW2F4P. https://resolver.caltech.edu/CaltechTHESIS:11292016-204528802

Appel, Ron (2017) Boosting Boosting. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/Z9N29V0J. https://resolver.caltech.edu/CaltechTHESIS:06052017-221842127

Eyjolfsdottir, Eyrun-Arna (2017) Computational Methods for Behavior Analysis. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/Z9445JJH. https://resolver.caltech.edu/CaltechTHESIS:06052017-121818057

2016

Chen, Bo (2016) Quantum of Vision. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/Z9057CWS. https://resolver.caltech.edu/CaltechTHESIS:05252016-140422108

2015

González Palacios, Carlos Roberto (2015) Optimal Data Distributions in Machine Learning. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/Z9DR2SD5. https://resolver.caltech.edu/CaltechTHESIS:05262015-094933189

2014

Eyjolfsdottir, Eyrun Arna (2014) Detecting Actions of Fruit Flies. Master's thesis, California Institute of Technology. doi:10.7907/SD8H-YB17. https://resolver.caltech.edu/CaltechTHESIS:04212014-143100101

2013

Griffin, Gregory Scott (2013) Learning and Using Taxonomies for Visual and Olfactory Classification. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/YTZH-HA75. https://resolver.caltech.edu/CaltechTHESIS:05162013-152639568

2012

Bryan, Ronald Edward (2012) Distance Based Visual Cues to Interpersonal Trust. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/Z2N2-4C56. https://resolver.caltech.edu/CaltechTHESIS:06042012-095743080

Welinder, Nils Peter Egon (2012) Hybrid Human-Machine Vision Systems: Image Annotation using Crowds, Experts and Machines. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/N6A2-F347. https://resolver.caltech.edu/CaltechTHESIS:05302012-110814322

Rolfe, Jason Tyler (2012) Intrinsic Gradient Networks. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/YCB7-7X24. https://resolver.caltech.edu/CaltechTHESIS:04202012-133210844

2011

Spain, Merrielle Therese (2011) Modeling and Predicting Object Attention in Natural Scenes. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/JTEE-7367. https://resolver.caltech.edu/CaltechTHESIS:05262011-172742472

Aly, Mohamed Alaa El-Dien Mahmoud Hussein (2011) Searching Large-Scale Image Collections. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/VRGJ-4J54. https://resolver.caltech.edu/CaltechTHESIS:04252011-145432540

Gomes, Ryan Geoffrey (2011) Towards Open Ended Learning: Budgets, Model Selection, and Representation. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/T92X-DQ05. https://resolver.caltech.edu/CaltechTHESIS:02092011-171146758

Andreetto, Marco (2011) Unsupervised Learning of Categorical Segments in Image Collections. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/ZH04-VT55. https://resolver.caltech.edu/CaltechTHESIS:04262011-213152111

2008

Moreels, Pierre (2008) Probabilistic, Features-Based Object Recognition. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/YGYX-XX55. https://resolver.caltech.edu/CaltechETD:etd-11232007-213140

Fanti, Claudio (2008) Towards Automatic Discovery of Human Movemes. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/M4PS-B302. https://resolver.caltech.edu/CaltechETD:etd-02262008-172531

Angelova, Anelia Nedelcheva (2008) Visual Prediction of Rover Slip: Learning Algorithms and Field Experiments. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/F7FY-5T13. https://resolver.caltech.edu/CaltechETD:etd-10032007-121619

2007

Basset, Christophe Jean-Michel (2007) CMOS Imaging Technology with Embedded Early Image Processing. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/2GZN-T836. https://resolver.caltech.edu/CaltechETD:etd-04262007-131214

Holub, Alex David (2007) Discriminative vs. Generative Object Recognition: Objects, Faces, and the Web. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/2HC2-K923. https://resolver.caltech.edu/CaltechETD:etd-05312007-204007

2006

Gillula, Jeremy Hugh (2006) A Probabilistic Framework for Real-Time Mapping on an Unmanned Ground Vehicle. Senior thesis (Minor), California Institute of Technology. doi:10.7907/SXNY-XG55. https://resolver.caltech.edu/CaltechThesis:01112018-111923389

2005

Savarese, Silvio (2005) Shape Reconstruction from Shadows and Reflections. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/FH0V-3M10. https://resolver.caltech.edu/CaltechETD:etd-05242005-162056

Del Vecchio, Domitilla (2005) State Estimation in Multi-Agent Decision and Control Systems. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/SAX3-ED56. https://resolver.caltech.edu/CaltechETD:etd-05272005-113928

Li, Fei-Fei (2005) Visual Recognition: Computational Models and Human Psychophysics. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/G5NP-KH67. https://resolver.caltech.edu/CaltechETD:etd-06022005-150332

2004

Angelova, Anelia Nedelcheva (2004) Data Pruning. Master's thesis, California Institute of Technology. doi:10.7907/T1GM-1R20. https://resolver.caltech.edu/CaltechETD:etd-05282004-000943

Fanti, Claudio (2004) An Improved Scheme for Detection and Labeling in Johansson Displays. Master's thesis, California Institute of Technology. doi:10.7907/JF8Y-TK36. https://resolver.caltech.edu/CaltechETD:etd-05282004-144523

2003

Song, Yang (2003) A Probabilistic Approach to Human Motion Detection and Labeling. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/945J-QX86. https://resolver.caltech.edu/CaltechETD:etd-12102002-113833

2002

Feng, Xiaolin (2002) Methods for the Analysis of Visual Motion. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/SAVS-VJ68. https://resolver.caltech.edu/CaltechTHESIS:10072010-140426638

2000

Goncalves, Luis (2000) Automatic observation and synthesis of human motion. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/n3fn-jd79. https://resolver.caltech.edu/CaltechETD:etd-11022006-104150

Weber, Markus (2000) Unsupervised learning of models for object recognition. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/ec32-c786. https://resolver.caltech.edu/CaltechTHESIS:10052010-115540388

Munich, Mario Enrique (2000) Visual input for pen-based computers. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/1VW0-ZG46. https://resolver.caltech.edu/CaltechETD:etd-03152006-094551

1999

Roweis, Sam T. (1999) Data driven production models for speech processing. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/DP55-8897. https://resolver.caltech.edu/CaltechETD:etd-02272008-093303

Bouguet, Jean-Yves (1999) Visual methods for three-dimensional modeling. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/hc2c-sp47. https://resolver.caltech.edu/CaltechETD:etd-02072008-115723

1997

Burl, Michael C. (1997) Recognition of visual object classes. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/96P7-6E62. https://resolver.caltech.edu/CaltechETD:etd-01092008-094943

1996

Sun, Jennifer Yun-Man (1996) Three-Dimensional Shape from Shading: Perception and Mechanisms. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/t5ng-6v86. https://resolver.caltech.edu/CaltechETD:etd-09132006-155558

Kolb, F. Christopher (1996) Two themes in perceptual ecology : visual attention and awareness. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/tv8e-g179. https://resolver.caltech.edu/CaltechETD:etd-12202007-110933

Soatto, Stefano (1996) A geometric framework for dynamic vision. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/x87w-t943. https://resolver.caltech.edu/CaltechETD:etd-01082008-103705