View projects by: General topic         Technical approach         Year

2017-

Cartooning for enhanced privacy in lifelogging and streaming video
Eman Hassan, Rakibul Hasan, Patrick Shaffer, David Crandall, Apu Kapadia
CVPR CV-COPS 2017 2017
Identifying first-person camera wearers in third-person videos
Chenyou Fan, Jangwon Lee, Mingze Xu, Krishna Kumar Singh, Yong Jae Lee, David Crandall, Michael Ryoo
CVPR 2017
Automatic estimation of ice bottom surfaces from radar imagery
Mingze Xu, David Crandall, Geoffrey Fox, John Paden
ICIP 2017
A deep study into the history of web design
Bardia Doosti, David Crandall, Norman Makoto Su
WEBSCI 2017

2014-2016

DeepDiary: Automatically Captioning Lifelogging Image Streams
Chenyou Fan, David Crandall
ECCV EPIC Workshop 2016
Recognizing landmarks in large-scale social image collections
David Crandall, Yunpeng Li, Stefan Lee, Daniel Huttenlocher
Visual Analysis and Geolocalization of Large Scale Imagery 2016
Enhancing Lifelogging Privacy by Detecting Screens
Mohammed Korayem, Robert Templeman, Dennis Chen, David Crandall, Apu Kapadia
CHI 2016
Honorable Mention Award!
Tracking Natural Events through Social Media and Computer Vision
Jingya Wang, Mohammed Korayem, Saul Blanco, David Crandall
ACMMM 2016
Stochastic Multiple Choice Learning for Training Diverse Deep Ensembles
Stefan Lee, Senthil Purushwalkam, Michael Cogswell, Viresh Ranjan, David Crandall, Dhruv Batra
NIPS 2016
Human pose estimation through composite multi-layer models
Kun Duan, Dhruv Batra, David Crandall
Signal Processing 2015
Privacy Concerns and Behaviors of People with Visual Impairments
Tousif Ahmed, Roberto Hoyle, Kay Connelly, David Crandall, Apu Kapadia
CHI 2015
Sensitive Lifelogs: A Privacy Analysis of Photos from Wearable Cameras
Roberto Hoyle, Robert Templeman, Denise Anthony, David Crandall, Apu Kapadia
CHI 2015
Lending A Hand: Detecting Hands and Recognizing Activities in Complex Egocentric Interactions
Sven Bambach, Stefan Lee, David Crandall, Chen Yu
ICCV 2015
This Hand is My Hand: A Probabilistic Approach to Hand Disambiguation in Egocentric Video
Stefan Lee, Sven Bambach, David Crandall, John Franchak, Chen Yu
CVPR Egovision Workshop 2014
Best paper award!
PlaceAvoider: Steering First-Person Cameras away from Sensitive Spaces
Robert Templeman, Mohammed Korayem, David Crandall, Apu Kapadia
NDSS 2014
Multimodal Learning in Loosely-organized Web Images
Kun Duan, David Crandall, Dhruv Batra
CVPR 2014
Privacy Behaviors of Lifeloggers using Wearable Cameras
Roberto Hoyle, Robert Templeman, Steven Armes, Denise Anthony, David Crandall, Apu Kapadia
UBICOMP 2014
Vehicle Recognition with Constrained Multiple Instance SVMs
Kun Duan, Luca Marchesotti, David Crandall
WACV 2014

2011-2013

SfM with MRFs: Discrete-Continuous Optimization for Large-Scale Structure from Motion
David Crandall, Andrew Owens, Noah Snavely, Daniel Huttenlocher
PAMI 2013
Observing the natural world with Flickr
Jingya Wang, Mohammed Korayem, David Crandall
ICCV CVCP Workshop 2013
Best paper award!
PlaceRaider: Virtual Theft in Physical Spaces with Smartphones
Robert Templeman, Zahidur Rahman, David Crandall, Apu Kapadia
NDSS 2013
Automatic Near Surface Estimation from Snow Radar Imagery
Jerome Mitchell, David Crandall, Geoffrey Fox, John Paden
IGARSS 2013
Subjectivity and Sentiment Analysis of Arabic: A Survey
Mohammed Korayem, David Crandall, Muhammad Abdul-Mageed
AMLTA 2012
Solving Avatar Captchas automatically
Mohammed Korayem, Abdallah Mohamed, David Crandall, Roman Yampolskiy
AMLTA 2012
Discovering Localized Attributes for Fine-grained Recognition
Kun Duan, Devi Parikh, David Crandall, Kristen Grauman
CVPR 2012
Modeling people and places with internet photo collections
David Crandall, Noah Snavely
CACM 2012
Layer-finding in radar echograms using probabilistic graphical models
David Crandall, Geoffrey Fox, John Paden
ICPR 2012
Networks of Landmarks, Photos, and People
David Crandall, Noah Snavely
Leonardo 2011
Discrete-Continuous Optimization for Large-scale Structure from Motion
David Crandall, Andrew Owens, Noah Snavely, Daniel Huttenlocher
CVPR 2011
Best paper runner-up!

2005-2010

Composite Models of Objects and Scenes for Category Recognition
David Crandall, Daniel Huttenlocher
CVPR 2007
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Color Object Detection using Spatial-Color Joint Probability Functions
Jiebo Luo, David Crandall
IEEE Trans. Image Processing 2006

Spatial Priors for Part-Based Recognition using Statistical Models
David Crandall, Pedro Felzenszwalb, Daniel Huttenlocher
CVPR 2005

1999-2004

Psychophysical study of image orientation perception
Jiebo Luo, David Crandall, Amit Singhal, Matthew Boutell, Robert Gray
Spatial Vision 2003
Extraction of special effects caption text events from digital video
David Crandall, Sameer Antani, Rangachar Kasturi
IJDAR 2002
Robust Extraction of Text in Video
Sameer Antani, David Crandall, Rangachar Kasturi
ICPR 2000