View projects by: General topic Technical approach Year
Deep learning

Observing Pianist Accuracy and Form with Computer Vision
WACV
2019

Recognizing landmarks in large-scale social image collections
Visual Analysis and Geolocalization of Large Scale Imagery
2016
See also: [ICCV09 paper]

Viewpoint Integration for Hand-Based Recognition of Social Interactions from a First-Person View
ICMI
2015
Probabilistic Graphical Models
Human pose estimation through composite multi-layer models
Signal Processing
2015
[www
]
See also: [BMVC 2012 version]

Vehicle Recognition with Constrained Multiple Instance SVMs
WACV
2014
This Hand is My Hand: A Probabilistic Approach to Hand Disambiguation in Egocentric Video
CVPR Egovision Workshop
2014
Best paper award!
[pdf]
Discrete-Continuous Optimization for Large-scale Structure from Motion
CVPR
2011
Best paper runner-up!
[www
]
Traditional features and shallow learning

PlaceAvoider: Steering First-Person Cameras away from Sensitive Spaces
NDSS
2014

Observing the natural world with Flickr
ICCV CVCP Workshop
2013
Best paper award!

Automatic Near Surface Estimation from Snow Radar Imagery
IGARSS
2013


Color Object Detection using Spatial-Color Joint Probability Functions
IEEE Trans. Image Processing
2006
See also: [CVPR 2004 version]
Extraction of special effects caption text events from digital video
IJDAR
2002
[pdf]
See also: [ICDAR 2001 version]
Data mining and analysis

An Egocentric Perspective on Active Vision and Visual Object Learning in Toddlers
ICDL
2017
Objects in the Center: How the Infant's Body Constrains Infant Scenes
ICDL
2016
Best paper award!
[pdf]

Where have all the people gone? Enhancing global conservation using night lights and social media
Ecological Applications
2015

mFingerprint: Privacy-preserving user modeling with multimodal mobile device footprints
SBP
2014

Understanding Embodied Visual Attention in Child-Parent Interaction
ICDL
2013

De-anonymizing users across heterogeneous social computing platforms
ICWSM
2013

Chelsea Won, and You Bought a T-shirt: Characterizing the Interplay Between Twitter and E-Commerce
ASONAM
2013
Best paper award!
User and human studies

Can Privacy Be Satisfying? On Improving Viewer Satisfaction for Privacy-Enhanced Photos Using Aesthetic Transforms
CHI
2019

Viewer Experience of Obscuring Scene Elements in Photos to Enhance Privacy
CHI
2018

Understanding the Aesthetic Evolution of Websites: Towards a Notion of Design Periods
CHI
2017

Privacy Behaviors of Lifeloggers using Wearable Cameras
UBICOMP
2014

Psychophysical study of image orientation
perception
Spatial Vision
2003
Surveys and other papers

Networks of Landmarks, Photos, and People
Leonardo
2011