View projects by: General topic         Technical approach         Year

2017-

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Fully-Coupled Two-Stream Spatiotemporal Networks for Extremely Low Resolution Action Recognition
Mingze Xu, Aidean Sharghi, Xin Chen, David Crandall
WACV 2018

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Multi-Task Spatiotemporal Neural Networks for Structured Surface Reconstruction
Mingze Xu, Chenyou Fan, John Paden, Geoffrey Fox, David Crandall
WACV 2018

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
Cartooning for enhanced privacy in lifelogging and streaming video
Eman Hassan, Rakibul Hasan, Patrick Shaffer, David Crandall, Apu Kapadia
CVPR CV-COPS 2017 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
A unified model for near and remote sensing
Scott Workman, Menghua Zhai, David Crandall, Nathan Jacobs
ICCV 2017
An Egocentric Perspective on Active Vision and Visual Object Learning in Toddlers
Sven Bambach, David Crandall, Linda Smith, Chen Yu
ICDL 2017

2014-2016

Addressing Physical Safety, Security, and Privacy for People with Visual Impairments
Tousif Ahmed, Patrick Shaffer, Kay Connelly, David Crandall, Apu Kapadia
SOUPS 2016
Active Viewing in Toddlers Facilitates Visual Object Learning: An Egocentric Vision Approach
Sven Bambach, David Crandall, Linda Smith, Chen Yu
COGSCI 2016
Enhancing Lifelogging Privacy by Detecting Screens
Mohammed Korayem, Robert Templeman, Dennis Chen, David Crandall, Apu Kapadia
CHI 2016
Honorable Mention Award!
Stochastic Multiple Choice Learning for Training Diverse Deep Ensembles
Stefan Lee, Senthil Purushwalkam, Michael Cogswell, Viresh Ranjan, David Crandall, Dhruv Batra
NIPS 2016
Objects in the Center: How the Infant's Body Constrains Infant Scenes
Sven Bambach, Linda Smith, David Crandall, Chen Yu
ICDL 2016
Best paper award!
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
DeepDiary: Automatically Captioning Lifelogging Image Streams
Chenyou Fan, David Crandall
ECCV EPIC Workshop 2016
Tracking Natural Events through Social Media and Computer Vision
Jingya Wang, Mohammed Korayem, Saul Blanco, David Crandall
ACMMM 2016
Privacy Concerns and Behaviors of People with Visual Impairments
Tousif Ahmed, Roberto Hoyle, Kay Connelly, David Crandall, Apu Kapadia
CHI 2015
Where have all the people gone? Enhancing global conservation using night lights and social media
Noam Levin, Salit Kark, David Crandall
Ecological Applications 2015
Sensitive Lifelogs: A Privacy Analysis of Photos from Wearable Cameras
Roberto Hoyle, Robert Templeman, Denise Anthony, David Crandall, Apu Kapadia
CHI 2015
Linking past to present: Discovering style in two centuries of architecture
Stefan Lee, Nicolas Maisonneuve, David Crandall, Alexei Efros, Josef Sivic
ICCP 2015
Lending A Hand: Detecting Hands and Recognizing Activities in Complex Egocentric Interactions
Sven Bambach, Stefan Lee, David Crandall, Chen Yu
ICCV 2015
Human pose estimation through composite multi-layer models
Kun Duan, Dhruv Batra, David Crandall
Signal Processing 2015
PlaceAvoider: Steering First-Person Cameras away from Sensitive Spaces
Robert Templeman, Mohammed Korayem, David Crandall, Apu Kapadia
NDSS 2014
From funding agencies to scientific agency: Collective allocation of science funding as an alternative to peer review
Johan Bollen, David Crandall, Damion Junk, Ying Ding, Katy Borner
EMBO Reports 2014
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!
mFingerprint: Privacy-preserving user modeling with multimodal mobile device footprints
Haipeng Zhang, Zhixian Yan, Jun Yang, Emmanuel Munguia Tapia, David Crandall
SBP 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

Observing the natural world with Flickr
Jingya Wang, Mohammed Korayem, David Crandall
ICCV CVCP Workshop 2013
Best paper award!
SfM with MRFs: Discrete-Continuous Optimization for Large-Scale Structure from Motion
David Crandall, Andrew Owens, Noah Snavely, Daniel Huttenlocher
PAMI 2013
De-anonymizing users across heterogeneous social computing platforms
Mohammed Korayem, David Crandall
ICWSM 2013
PlaceRaider: Virtual Theft in Physical Spaces with Smartphones
Robert Templeman, Zahidur Rahman, David Crandall, Apu Kapadia
NDSS 2013
Chelsea Won, and You Bought a T-shirt: Characterizing the Interplay Between Twitter and E-Commerce
Haipeng Zhang, Nish Parikh, Gyanit Singh, Neel Sundaresan
ASONAM 2013
Best paper award!
Automatic Near Surface Estimation from Snow Radar Imagery
Jerome Mitchell, David Crandall, Geoffrey Fox, John Paden
IGARSS 2013
Understanding Embodied Visual Attention in Child-Parent Interaction
Sven Bambach, David Crandall, Chen Yu
ICDL 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
Mining Photo-sharing Websites to Study Ecological Phenomena
Haipeng Zhang, Mohammed Korayem, David Crandall, Gretchen LeBuhn
WWW 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
Discovering Localized Attributes for Fine-grained Recognition
Kun Duan, Devi Parikh, David Crandall, Kristen Grauman
CVPR 2012
Discrete-Continuous Optimization for Large-scale Structure from Motion
David Crandall, Andrew Owens, Noah Snavely, Daniel Huttenlocher
CVPR 2011
Best paper runner-up!
Networks of Landmarks, Photos, and People
David Crandall, Noah Snavely
Leonardo 2011

2005-2010

Inferring Social Ties from Geographic Coincidences
David Crandall, Lars Backstrom, Daniel Cosley, Siddharth Suri, Daniel Huttenlocher, Jon Kleinberg
PNAS 2010
Mapping the World's Photos
David Crandall, Lars Backstrom, Daniel Huttenlocher, Jon Kleinberg
WWW 2009
Best paper honorable mention!
Feedback Effects between Similarity and Social Influence in Online Communities
David Crandall, Daniel Cosley, Daniel Huttenlocher, Jon Kleinberg, Sid Suri
KDD 2008
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