Egocentric computer vision
What Changed and What Could Have Changed? State-Change Counterfactuals for Procedure-Aware Video Representation Learning
ICCV 2025
[paper]
Fusing Personal and Environmental Cues for Identification and Segmentation of First-Person Camera Wearers in Third-Person
CVPR 2024
[paper]
Situated Cameras, Situated Knowledges: Towards an Egocentric Epistemology for Computer Vision
CVPR Ego4d/EPIC Workshop 2023
[paper]
Egocentric Vision-based Future Vehicle Localization for Intelligent Driving Assistance Systems
ICRA 2019
[paper]
Can Privacy Be Satisfying? On Improving Viewer Satisfaction for Privacy-Enhanced Photos Using Aesthetic Transforms
CHI 2019
[paper]
Active Object Manipulation Facilitates Visual Object Learning: An Egocentric Vision Study
EPIC 2019
[paper]
Deepdiary: Lifelogging image captioning and summarization
Journal of Visual Communication and Image Representation 2018
Joint Person Segmentation and Identification in Synchronized First- and Third-person Videos
ECCV 2018
Exploring inter-observer differences in first-person object views using deep learning models
ICCV MBCC 2017
[paper]
Active Viewing in Toddlers Facilitates Visual Object Learning: An Egocentric Vision Approach
CogSci 2016
[paper]
Lending A Hand: Detecting Hands and Recognizing Activities in Complex Egocentric Interactions
ICCV 2015
Viewpoint Integration for Hand-Based Recognition of Social Interactions from a First-Person View
ICMI 2015
[paper]
Challenges in Running Wearable Camera-Related User Studies
ACM CSCW Workshop on The Future of Networked Privacy 2015
[paper]
Detecting Hands in Children's Egocentric Views to Understand Embodied Attention during Social Interaction
CogSci 2014
[paper]
Reactive Security: Responding to Visual Stimuli from Wearable Cameras
Ubicomp UPSIDE Workshop 2014
[paper]
This Hand is My Hand: A Probabilistic Approach to Hand Disambiguation in Egocentric Video
CVPR Egovision Workshop 2014
[paper]
Action and activity understanding
What Changed and What Could Have Changed? State-Change Counterfactuals for Procedure-Aware Video Representation Learning
ICCV 2025
[paper]
Fusing Personal and Environmental Cues for Identification and Segmentation of First-Person Camera Wearers in Third-Person
CVPR 2024
[paper]
Graph Neural Network and Spatiotemporal Transformer Attention for 3D Video Object Detection from Point Clouds
PAMI 2023
[paper]
Zero-Shot Video Object Segmentation with Co-Attention Siamese Networks
PAMI 2022
Hierarchically Decoupled Spatial-Temporal Contrast for Self-supervised Video Representation Learning
WACV 2022
Joint Person Segmentation and Identification in Synchronized First- and Third-person Videos
ECCV 2018
Fully-Coupled Two-Stream Spatiotemporal Networks for Extremely Low Resolution Action Recognition
WACV 2018
[paper]
Lending A Hand: Detecting Hands and Recognizing Activities in Complex Egocentric Interactions
ICCV 2015
Viewpoint Integration for Hand-Based Recognition of Social Interactions from a First-Person View
ICMI 2015
[paper]
A Framework for Reliable Text-Based Indexing of Video
Symposium on Document Image Understanding Technology 2001
[paper]
Evaluation of Methods for Detection and Localization of Text from Video
IAPR Workshop on Document Analysis Systems 2000
[paper]
Human development and psychology
Using manual actions to create visual saliency: an outside-in solution to sustained attention and joint attention
CogSci 2023
[paper]
Human Learners Integrate Visual and Linguistic Information in Cross-Situational Verb Learning
CogSci 2021
[paper]
A View of Their Own: Capturing the Egocentric View of Infants and Toddlers with Head-Mounted Cameras
Journal of Visualized Experiments 2019
Towards Detecting Dyslexia in Children's Handwriting Using Neural Networks
ICML Workshop on AI for Social Good 2019
Active Object Manipulation Facilitates Visual Object Learning: An Egocentric Vision Study
EPIC 2019
[paper]
Exploring inter-observer differences in first-person object views using deep learning models
ICCV MBCC 2017
[paper]
Active Viewing in Toddlers Facilitates Visual Object Learning: An Egocentric Vision Approach
CogSci 2016
[paper]
Image and object recognition
Human-Centered Evaluation of Aesthetic Quality Assessment Models Using a Smartphone Camera Application
FAccT 2025
[paper]
Reinforcing Generated Images via Meta-learning for One-Shot Fine-Grained Visual Recognition
PAMI 2024
[paper]
Graph Neural Network and Spatiotemporal Transformer Attention for 3D Video Object Detection from Point Clouds
PAMI 2023
[paper]
Few-shot segmentation and Semantic Segmentation for Underwater Imagery
IROS 2023
Zero-Shot Video Object Segmentation with Co-Attention Siamese Networks
PAMI 2022
Segmenting Objects from Relational Visual Data
PAMI 2022
Dynamic Dual-Attentive Aggregation Learning for Visible-Infrared Person Re-Identification
ECCV 2020
[paper]
Joint Person Segmentation and Identification in Synchronized First- and Third-person Videos
ECCV 2018
A Data Driven Approach for Compound Figure Separation Using Convolutional Neural Networks
ICDAR 2017
Recognizing landmarks in large-scale social image collections
Visual Analysis and Geolocalization of Large Scale Imagery 2016
[paper]
Lending A Hand: Detecting Hands and Recognizing Activities in Complex Egocentric Interactions
ICCV 2015
This Hand is My Hand: A Probabilistic Approach to Hand Disambiguation in Egocentric Video
CVPR Egovision Workshop 2014
[paper]
Color Object Detection using Spatial-Color Joint Probability Functions
TIP 2006
A Framework for Reliable Text-Based Indexing of Video
Symposium on Document Image Understanding Technology 2001
[paper]
Evaluation of Methods for Detection and Localization of Text from Video
IAPR Workshop on Document Analysis Systems 2000
[paper]
Neurosymbolic AI and ML
Extracting Features with Deep Learning for Ensemble-Driven Case-Based Classification
ICCBR 2025
[paper]
Extracting Indexing Features for CBR from Deep Neural Networks: A Transfer Learning Approach
ICCBR 2024
[paper]
Enhancing Case-Based Reasoning with Neural Networks
Compendium of Neurosymbolic Artificial Intelligence 2023
[paper]
Generation and Evaluation of Creative Images from Limited Data: A Class-to-Class VAE Approach
ICCC 2022
[video]
Generating Counterfactual Images: Toward a C2C-VAE Approach
ICCBR Workshop on CBR for Explanation of Intelligent Systems 2022
[paper]
Controlling the Quality of Distillation in Response-Based Network Compression
AAAI International Workshop on Practical Deep Learning in the Wild 2022
[paper]
Applying the Case Difference Heuristic to Learn Adaptations from Deep Network Features
IJCAI Workshop on Deep Learning, Case-based Reasoning, and AutoML 2021
Supporting Case-Based Reasoning with Neural Networks: An Illustration for Case Adaptation
AAAI-MAKE 2021
[paper]
Bringing Case Based Reasoning to Deep Learning
International Conference on Case-Based Reasoning Special Track on Challenges and Promises 2020
[paper]
Generalized Capsule Networks with Trainable Routing Procedure
ICML Workshop on Generalization 2019
[paper]
Robotics
Research as care: A reflection on incorporating the ethics of care in design research with people living with dementia
DIS 2025
[paper]
Bittersweet Snapshots of Life: Designing to Address Complex Emotions in a Reminiscence Interaction between Older Adults and a Robot
CHI 2025
[paper]
Million Eyes on the Robot Umps: The Case for Studying Sports in HRI Through Baseball
HRI 2025
Let's Talk About You: Development and Evaluation of an Autonomous Robot to Support Ikigai Reflection in Older Adults
RO-MAN 2024
[paper]
“Give it time:” Longitudinal Panels Scaffold Older Adults' Learning and Robot Co-Design
HRI 2024
[paper]
Uncovering Older Adult Needs: Applying User-Centered Research Methodologies to Inform Robotics Development and a Call to Action
HRI – A Multidiscplinary Overview 2024
[paper]
Working Together Toward ikigai: Co-Designing Robots That Can Help Us Achieve Meaning and Purpose in Life
XRDS: Crossroads 2023
[paper]
Few-shot segmentation and Semantic Segmentation for Underwater Imagery
IROS 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
RO-MAN 2023
[paper]
Egocentric Vision-based Future Vehicle Localization for Intelligent Driving Assistance Systems
ICRA 2019
[paper]
Real-Time, Cloud-based Object Detection for Unmanned Aerial Vehicles
IEEE Robotic Computing 2017
[paper]
Cloud-based parallel implementation of SLAM for mobile robots
ISC 2015
3D and multimodal vision
Deep learning-based 3D reconstruction from multiple images: A survey
Neurocomputing 2024
Graph Neural Network and Spatiotemporal Transformer Attention for 3D Video Object Detection from Point Clouds
PAMI 2023
[paper]
Deepdiary: Lifelogging image captioning and summarization
Journal of Visual Communication and Image Representation 2018
Responsible AI and privacy
Correct for Whom? Subjectivity and the Evaluation of Personalized Image Aesthetics Assessment Models
AAAI 2023
[paper]
Privacy Norms and Preferences for Photos Posted Online
ACM Transactions on Computer-Human Interaction 2020
Can Privacy Be Satisfying? On Improving Viewer Satisfaction for Privacy-Enhanced Photos Using Aesthetic Transforms
CHI 2019
[paper]
Conveying Situational Information to People with Visual Impairments
CHI Workshop on Situationally-Induced Impairments and Disabilities in Mobile Interaction 2019
[paper]
Fully-Coupled Two-Stream Spatiotemporal Networks for Extremely Low Resolution Action Recognition
WACV 2018
[paper]
Understanding the Physical Safety, Security, and Privacy Concerns of People with Visual Impairments
IEEE Internet Computing 2017
Addressing Physical Safety, Security, and Privacy for People with Visual Impairments
SOUPS 2016
[paper]
Considering Privacy Implications of Assistive Devices for People with Visual Impairments
WISH 2016
mFingerprint: Privacy-preserving user modeling with multimodal mobile device footprints
SBP 2014
[paper]
Reactive Security: Responding to Visual Stimuli from Wearable Cameras
Ubicomp UPSIDE Workshop 2014
[paper]
Science and Medicine
Stable versus Temporally Sensitive Optical Security Tags from Metal Nanoparticles
Nano Letters 2025
[paper]
Preliminary findings regarding the association between patient demographics and ED experience scores across a regional health system: A cross sectional study using natural language processing of patient comments
International Journal of Medical Informatics 2025
Modular Anti-counterfeit Tags Formed by Template-Assisted Self-Assembly of Plasmonic Nanocrystals and Authenticated by Machine Learning
Advanced Functional Materials 2024
[paper]
Social signals predict contemporary art prices better than visual features, particularly in emerging markets
Scientific Reports 2024
[paper]
Exploring Medical YouTubers' Parasocial Visual Cues in Their COVID-related Videos
SMSociety 2024
Plasmonic Anti-counterfeit Tags with High Encoding Capacity Rapidly Authenticated with Deep Machine Learning
ACS Nano 2021
Computer Vision for Dietary Assessment
CHI Workshop on Realizing AI in Healthcare: Challenges Appearing in the Wild 2021
Deep Neural Network-based Detection and Verification of Microelectronic Images
Journal of Hardware and Systems Security 2020
[paper]
Automated Ice-Bottom Tracking of 2D and 3D Ice Radar Imagery Using Viterbi and TRW-S
JSTARS 2019
[paper]
World Heritage in danger: Big data and remote sensing can help protect sites in conflict zones
Global Environmental Change 2019
[paper]
Utilizing remote sensing and big data to quantify conflict intensity: The Arab Spring as a case study
Applied Geography 2018
[paper]
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
[paper]
Where have all the people gone? Enhancing global conservation using night lights and social media
Ecological Applications 2015
[paper]
Surveys and perspectives
Deep learning-based 3D reconstruction from multiple images: A survey
Neurocomputing 2024
Attention is All They Need: Exploring the Media Archaeology of the Computer Vision Research Paper
CSCW 2024
[paper]
Correct for Whom? Subjectivity and the Evaluation of Personalized Image Aesthetics Assessment Models
AAAI 2023
[paper]
Contributions to High-Performance Big Data Computing
Future Trends of HPC in a Disruptive Scenario 2019
[paper]
An efficient system to fund science: from proposal review to peer-to-peer distributions
Scientometrics 2017
Sentiment/Subjectivity Analysis Survey for Languages other than English
Social Network Analysis and Mining 2016
[paper]
Challenges in Running Wearable Camera-Related User Studies
ACM CSCW Workshop on The Future of Networked Privacy 2015
[paper]
Society and culture
Social signals predict contemporary art prices better than visual features, particularly in emerging markets
Scientific Reports 2024
[paper]
“It Was Really All About Books:” Speech-like Techno-Masculinity in the Rhetoric of Dot-Com Era Web Design Books
ACM Transactions on Computer-Human Interaction 2023
[video]
Studying Empirical Color Harmony in Design
CVPR Workshop on Computer Vision for Fashion, Art, and Design 2020
Understanding the Physical Safety, Security, and Privacy Concerns of People with Visual Impairments
IEEE Internet Computing 2017
Understanding the Aesthetic Evolution of Websites: Towards a Notion of Design Periods
CHI 2017
[paper]
Social media mining and modeling