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]
Deepdiary: Lifelogging image captioning and summarization
JVCI
2018
[www
]
See also: [ECCVW 2016 version]
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
[pdf]
See also: [ICCV09 paper]
Human pose estimation through composite multi-layer models
Signal Processing
2015
See also: [BMVC 2012 version]
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
[pdf]
Reactive Security: Responding to Visual Stimuli from Wearable Cameras
Ubicomp UPSIDE Workshop
2014
[pdf]
Human visual learning
Objects in the Center: How the Infant's Body Constrains Infant Scenes
ICDL
2016
Best paper award!
[pdf]
Wearable camera attitudes and opportunities
Machine learning
Generating Counterfactual Images: Toward a C2C-VAE
Approach
ICCBR Workshop on CBR for Explanation of Intelligent Systems
2022
[pdf]
Controlling the Quality of Distillation in Response-Based Network Compression
AAAI International Workshop on Practical Deep Learning in the Wild
2022
[pdf]
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]
Bringing Case Based Reasoning to Deep Learning
International Conference on Case-Based Reasoning Special Track on Challenges and Promises
2020
[pdf]
Generalized Capsule Networks with Trainable Routing Procedure
International Conference on Machine Learning Workshop on Generalization
2019
[pdf]
Computer vision for glaciology[More details on these projects]
Other projects
Computer Vision for Dietary Assessment
CHI Workshop on Realizing AI in Healthcare: Challenges Appearing in the Wild
2021
[pdf]
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]
Towards Detecting Dyslexia in Children's Handwriting Using Neural Networks
ICML Workshop on AI for Social Good
2019
Social media mining