publications
2026
- IJCV EditorialGuest Editorial: Special Issue on Visual DatasetsInternational Journal of Computer Vision (IJCV), 2026
2025
- THMSA Single-Camera Method for Estimating Lift Asymmetry Angles Using Deep Learning Computer Vision AlgorithmsIEEE Transactions on Human-Machine Systems (THMS), 2025
- J PerinatolDeep Learning to Assess Laryngoscope Insertion Depth During Neonatal Intubation with Video LaryngoscopyJournal of Perinatology, 2025
- J PerinatolGlottic Opening Detection using Deep Learning for Neonatal Intubation with Video LaryngoscopyJournal of Perinatology, 2025
- MVATowards Video-Based Injury Risk Assessment: Predicting Lifting Loads from Body Pose TrajectoriesMachine Vision and Applications (MVA), 2025
2024
- T-UFFCSensorless End-to-End Freehand Three-dimensional Ultrasound Reconstruction with Physics Guided Deep LearningIEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control (T-UFFC), 2024
- Uniting Theory and Data: The Promise and Challenge of Creating an Honest Model of Facial ExpressionCognition and Emotion, 2024
2023
- PRWeakly Supervised Foreground Learning for Weakly Supervised Localization and DetectionPattern Recognition (PR), 2023
- TODAESVirtuoso: Energy-and Latency-aware Streamlining of Streaming Videos on Systems-on-ChipsACM Transactions on Design Automation of Electronic Systems (TODAES), 2023
- AUTCONTransformer-based Automated Segmentation of Recycling Materials for Semantic Understanding in ConstructionAutomation in Construction (AUTCON), 2023
2022
- ECCVEgocentric Activity Recognition and Localization on a 3D MapIn European Conference on Computer Vision (ECCV), 2022
- CVPR Oral3D Photo Stylization: Learning to Generate Stylized Novel Views from a Single ImageIn IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022
2021
- TPAMIIn the Eye of the Beholder: Gaze and Actions in First Person VideoIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
- CVPR OralDual-stream Multiple Instance Learning Network for Whole Slide Image Classification with Self-supervised Contrastive LearningIn IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021
- ICCVA Simple Baseline for Weakly-Supervised Scene Graph GenerationIn IEEE/CVF International Conference on Computer Vision (ICCV), 2021
2020
- BMVC OralAttention Distillation for Learning Video RepresentationsIn British Machine Vision Conference (BMVC), 2020
- ECCV OralForecasting Human-Object Interaction: Joint Prediction of Motor Attention and Actions in First Person VideoIn European Conference on Computer Vision (ECCV), 2020
- CVPR OralInterpretable and Accurate Fine-grained Recognition via Region GroupingIn IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2020
2019
- TIPFocal Boundary Guided Salient Object DetectionIEEE Transactions on Image Processing (TIP), 2019
2018
- CVPR Oral3D-RCNN: Instance-level 3D Object Reconstruction via Render-and-CompareIn IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018
- IJCAIDensely Cascaded Shadow Detection Network via Deeply Supervised Parallel FusionIn International Joint Conferences on Artificial Intelligence (IJCAI), 2018
- ECCVCompositional Learning for Human Object InteractionIn European conference on computer vision (ECCV), 2018
- NeurIPSBeyond grids: Learning Graph Representations for Visual RecognitionAdvances in Neural Information Processing Systems (NeurIPS), 2018
2017
- JADDBrief Report: Using A Point-of-view Camera to Measure Eye Gaze in Young Children with Autism Spectrum Disorder during Naturalistic Social Interactions: A Pilot StudyJournal of Autism and Developmental Disorders (JADD), 2017
- Adaptive Discrete Hypergraph MatchingIEEE Transactions on Cybernetics, 2017
- WACVFirst-person Action Decomposition and Zero-shot LearningIn IEEE Winter Conference on Applications of Computer Vision (WACV), 2017
2016
- CVPR OralUnsupervised Learning of EdgesIn IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2016
2015
- CVPRDelving into Egocentric ActionsIn IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015
- CVPRGaze-enabled Egocentric Video Summarization via Constrained Submodular MaximizationIn IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015
- FGDetecting Bids for Eye Contact using a Wearable CameraIn IEEE International Conference on Automatic Face and Gesture Recognition (FG), 2015
- Cardiac and Respiratory Parameter Estimation using Head-Mounted Motion-Sensitive SensorsEAI Endorsed Transactions on Pervasive Health and Technology, 2015
2014
- ECCVGraduated Consistency-Regularized Optimization for Multi-Graph MatchingIn European conference on Computer Vision (ECCV), 2014
- ECCVJoint Semantic Segmentation and 3D Reconstruction from Monocular VideoIn European conference on Computer Vision (ECCV), 2014
- MobiHealthBioglass: Physiological Parameter Estimation using a Head-Mounted Wearable DeviceIn International Conference on Wireless Mobile Communication and Healthcare (MobiHealth), 2014
2013
- CVPRDecoding Children’s Social BehaviorIn IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2013
- ICCV OralLearning to Predict Gaze in Egocentric VideoIn IEEE International Conferrence on Computer Vision (ICCV), 2013
2012
- CVPRLearning Sparse Covariance Patterns for Natural ScenesIn IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2012
- UbiCompDetecting Eye Contact using Wearable Eye-Tracking GlassesIn ACM Conference on Ubiquitous Computing (UbiComp), 2012
2011
- Robust Facial Feature Points Extraction in Color ImagesEngineering Applications of Artificial Intelligence, 2011
- Hole-filling by Rank Sparsity Tensor Decomposition for Medical ImagingIEICE TRANSACTIONS on Information and Systems, 2011
2010
- ICIPTensor Rrror Correction for Corrupted Values in Visual DataIn International Conference on Image Processing (ICIP), 2010
- ECCVOptimum Subspace Learning and Error Correction for TensorsIn European Conference on Computer Vision (ECCV), 2010
- Exploration into Single Image Super-Resolution via Self Similarity by Sparse RepresentationIEICE TRANSACTIONS on Information and Systems, 2010
- ICIPVisual Saliency Detection Via Rank-Sparsity DecompositionIn International Conference on Image Processing (ICIP), 2010
2009
- ACCVAn Accelerated Human Motion Tracking System Based on Voxel Reconstruction under Complex EnvironmentsIn Asian Conference on Computer Vision (ACCV), 2009
- ACCVVisual Saliency Based on Conditional EntropyIn Asian Conference on Computer Vision (ACCV), 2009
- ICIPIncremental Sparse Saliency DetectionIn IEEE International Conference on Image Processing (ICIP), 2009