View projects by: General topic Technical approach Year
Egocentric computer vision
Situated Cameras, Situated Knowledges: Towards an Egocentric Epistemology for Computer Vision
IEEE CVPR Joint International Third Ego4D and Eleventh EPIC Workshop
2023
[pdf]
Can Gaze Inform Egocentric Action Recognition?
ETRA
2022
Viewpoint Integration for Hand-Based Recognition of Social Interactions from a First-Person View
ICMI
2015
This Hand is My Hand: A Probabilistic Approach to Hand Disambiguation in Egocentric Video
CVPR Egovision Workshop
2014
Best paper award!
[pdf]
Object recognition
Recognizing landmarks in large-scale social image collections
Visual Analysis and Geolocalization of Large Scale Imagery
2016
See also: [ICCV09 paper]
Human pose estimation through composite multi-layer models
Signal Processing
2015
[www
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See also: [BMVC 2012 version]
Vehicle Recognition with Constrained Multiple Instance SVMs
WACV
2014
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]
Privacy and security
Plasmonic Anti-counterfeit Tags with High Encoding Capacity Rapidly Authenticated with Deep Machine Learning
ACS Nano
2021
Deep Neural Network-based Detection and Verification of Microelectronic Images
Journal of Hardware and Systems Security
2020
Automatically Detecting Bystanders in Photos to Reduce
Privacy Risks
OAKLAND
2020
Addressing supply chain risks of microelectronic devices through computer vision
AIPR
2017
PlaceAvoider: Steering First-Person Cameras away from Sensitive Spaces
NDSS
2014
Reactive Security: Responding to Visual Stimuli from Wearable Cameras
Ubicomp UPSIDE Workshop
2014
Human visual learning
Learning the generative principles of a symbol system from limited examples
Cognition
2020
How do infants start learning object names in a sea of clutter?
COGSCI
2019
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]
Understanding Embodied Visual Attention in Child-Parent Interaction
ICDL
2013
Wearable camera attitudes and opportunities
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
Privacy Behaviors of Lifeloggers using Wearable Cameras
UBICOMP
2014
Machine learning
Examining the Impact of Network Architecture on Extracted Feature Quality for CBR
ICCBR
2023
Case Adaptation with Neural Networks: Capabilities and Limitations
ICCBR
2022
Extracting Case Indices from Convolutional Neural Networks: A Comparative Study
ICCBR
2022
Generating Counterfactual Images: Toward a C2C-VAE Approach
ICCBR Workshop on CBR for Explanation of Intelligent Systems
2022
Controlling the Quality of Distillation in Response-Based Network Compression
AAAI International Workshop on Practical Deep Learning in the Wild
2022
[pdf]
Learning Adaptations for Case-Based Classification: A Neural Network Approach
ICCBR
2021
On Combining Knowledge-Engineered and Network-Extracted Features for Retrieval
ICCBR
2021
Applying the Case Difference Heuristic to Learn Adaptations from Deep Network Features
IJCAI Workshop on Deep Learning, Case-Based Reasoning, and AutoML: Present and Future Synergies
2021
[pdf]
Supporting Case-Based Reasoning with Neural Networks: An Illustration for Case Adaptation
AAAI-MAKE
2021
Bringing Case Based Reasoning to Deep Learning
International Conference on Case-Based Reasoning Special Track on Challenges and Promises
2020
Generalized Capsule Networks with Trainable Routing Procedure
International Conference on Machine Learning Workshop on Generalization
2019
[pdf]
Diverse Beam Search: Decoding Diverse Solutions from Neural Sequence Models
2016
Computer vision for glaciology[More details on these projects]
Automated Ice-Bottom Tracking of 2D and 3D Ice Radar Imagery Using Viterbi and TRW-S
JSTARS
2019
Crossover Analysis and Automated Layer-Tracking Assessment of the Extracted DEM of the Basal Topography of the Canadian Arctic Archipelago Ice-Cap
IEEE Radar Conference
2018
Automatic Near Surface Estimation from Snow Radar Imagery
IGARSS
2013
Modeling social networks
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!
Other projects
``Give it time:'' Longitudinal Panels Scaffold Older Adults' Learning and Robot Co-Design
HRI
2024
``It Was Really All About Books:'' Speech-like Techno-Masculinity in the Rhetoric of Dot-Com Era Web Design Books
TOCHI
2023
Finding Its Voice: Exploring the Influence of Robot Voices on Fit, Social Attributes, and Willingness Among Older Adults in the U.S. and Japan
ROMAN
2023
Spill the Tea: When Robot Conversation Agents Support Well-being for Older Adults
HRILBR
2023
Investigating the Homogenization of Web Design: A Mixed-Methods Approach
CHI
2021
Computer Vision for Dietary Assessment
CHI Workshop on Realizing AI in Healthcare: Challenges Appearing in the Wild
2021
Studying Empirical Color Harmony in Design
IEEE Conference on Computer Vision and Pattern Recognition Workshop on Computer Vision for Fashion, Art, and Design
2020
[pdf]
Automatic Annotation for Semantic Segmentation in Indoor Scenes
IROS
2019
Observing Pianist Accuracy and Form with Computer Vision
WACV
2019
Towards Detecting Dyslexia in Children's Handwriting Using Neural Networks
ICML Workshop on AI for Social Good
2019
[www
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Understanding the Aesthetic Evolution of Websites: Towards a Notion of Design Periods
CHI
2017
mFingerprint: Privacy-preserving user modeling with multimodal mobile device footprints
SBP
2014
Social media mining