James M. Rehg

Affiliations:
  • Georgia Institute of Technology, Atlanta, USA


According to our database1, James M. Rehg authored at least 236 papers between 1988 and 2021.

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Bibliography

2021
Kernel Deformed Exponential Families for Sparse Continuous Attention.
CoRR, 2021

Transformers for prompt-level EMA non-response prediction.
CoRR, 2021

Efficient Learning and Decoding of the Continuous-Time Hidden Markov Model for Disease Progression Modeling.
CoRR, 2021

No RL, No Simulation: Learning to Navigate without Navigating.
CoRR, 2021

Ego4D: Around the World in 3, 000 Hours of Egocentric Video.
CoRR, 2021

Egocentric Activity Recognition and Localization on a 3D Map.
CoRR, 2021

Unsupervised Class-Incremental Learning Through Confusion.
CoRR, 2021

Does Continual Learning = Catastrophic Forgetting?
CoRR, 2021

Approximate Inverse Reinforcement Learning from Vision-based Imitation Learning.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Using Shape To Categorize: Low-Shot Learning With an Explicit Shape Bias.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Orthogonal Over-Parameterized Training.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Discriminative Appearance Modeling With Multi-Track Pooling for Real-Time Multi-Object Tracking.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

3D Reconstruction of Novel Object Shapes from Single Images.
Proceedings of the International Conference on 3D Vision, 2021

4D Human Body Capture from Egocentric Video via 3D Scene Grounding.
Proceedings of the International Conference on 3D Vision, 2021

2020
Detecting Suspected Pump Thrombosis in Left Ventricular Assist Devices via Acoustic Analysis.
IEEE J. Biomed. Health Informatics, 2020

Classification of Decompensated Heart Failure From Clinical and Home Ballistocardiography.
IEEE Trans. Biomed. Eng., 2020

SyncWISE: Window Induced Shift Estimation for Synchronization of Video and Accelerometry from Wearable Sensors.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2020

SmokingOpp: Detecting the Smoking 'Opportunity' Context Using Mobile Sensors.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2020

In the Eye of the Beholder: Gaze and Actions in First Person Video.
CoRR, 2020

Orthogonal Over-Parameterized Training.
CoRR, 2020

A Functional EM Algorithm for Panel Count Data with Missing Counts.
CoRR, 2020

A Robust Functional EM Algorithm for Incomplete Panel Count Data.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Where Are You? Localization from Embodied Dialog.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Forecasting Human-Object Interaction: Joint Prediction of Motor Attention and Actions in First Person Video.
Proceedings of the Computer Vision - ECCV 2020, 2020

Regularizing Neural Networks via Minimizing Hyperspherical Energy.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Detecting Attended Visual Targets in Video.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Enhancing Cognitive Assessment through Multimodal Sensing: A Case Study Using the Block Design Test.
Proceedings of the 42th Annual Meeting of the Cognitive Science Society, 2020

Attention Distillation for Learning Video Representations.
Proceedings of the 31st British Machine Vision Conference 2020, 2020

Tripping through time: Efficient Localization of Activities in Videos.
Proceedings of the 31st British Machine Vision Conference 2020, 2020

2019
Vision-Based High-Speed Driving With a Deep Dynamic Observer.
IEEE Robotics Autom. Lett., 2019

Forecasting Human Object Interaction: Joint Prediction of Motor Attention and Egocentric Activity.
CoRR, 2019

Compressive Hyperspherical Energy Minimization.
CoRR, 2019

Locally Weighted Regression Pseudo-Rehearsal for Online Learning of Vehicle Dynamics.
CoRR, 2019

Unsupervised 3D Pose Estimation with Geometric Self-Supervision.
CoRR, 2019

Paying More Attention to Motion: Attention Distillation for Learning Video Representations.
CoRR, 2019

Action2Vec: A Crossmodal Embedding Approach to Action Learning.
CoRR, 2019

Neural Similarity Learning.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

A Spatiotemporal Approach to Predicting Glaucoma Progression Using a CT-HMM.
Proceedings of the Machine Learning for Healthcare Conference, 2019

Learning to Generate Synthetic Data via Compositing.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Incremental Object Learning From Contiguous Views.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Taking a Deeper Look at the Inverse Compositional Algorithm.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Unsupervised 3D Pose Estimation With Geometric Self-Supervision.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Locally Weighted Regression Pseudo-Rehearsal for Adaptive Model Predictive Control.
Proceedings of the 3rd Annual Conference on Robot Learning, 2019

Towards Accurate 3D Human Body Reconstruction from Silhouettes.
Proceedings of the 2019 International Conference on 3D Vision, 2019

2018
Information-Theoretic Model Predictive Control: Theory and Applications to Autonomous Driving.
IEEE Trans. Robotics, 2018

Watching the TV Watchers.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2018

Inferring Object Properties with a Tactile-Sensing Array Given Varying Joint Stiffness and Velocity.
Int. J. Humanoid Robotics, 2018

Learning to Localize and Align Fine-Grained Actions to Sparse Instructions.
CoRR, 2018

AutoRally An open platform for aggressive autonomous driving.
CoRR, 2018

Robust Sampling Based Model Predictive Control with Sparse Objective Information.
Proceedings of the Robotics: Science and Systems XIV, 2018

Best Response Model Predictive Control for Agile Interactions Between Autonomous Ground Vehicles.
Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018

Towards Black-box Iterative Machine Teaching.
Proceedings of the 35th International Conference on Machine Learning, 2018

Learning Rigidity in Dynamic Scenes with a Moving Camera for 3D Motion Field Estimation.
Proceedings of the Computer Vision - ECCV 2018, 2018

In the Eye of Beholder: Joint Learning of Gaze and Actions in First Person Video.
Proceedings of the Computer Vision - ECCV 2018, 2018

Multi-object Tracking with Neural Gating Using Bilinear LSTM.
Proceedings of the Computer Vision - ECCV 2018, 2018

Connecting Gaze, Scene, and Attention: Generalized Attention Estimation via Joint Modeling of Gaze and Scene Saliency.
Proceedings of the Computer Vision - ECCV 2018, 2018

Fine-Grained Head Pose Estimation Without Keypoints.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

Decoupled Networks.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

3D-RCNN: Instance-Level 3D Object Reconstruction via Render-and-Compare.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Use of position tracking to infer social structure in rhesus macaques.
Proceedings of the Fifth International Conference on Animal-Computer Interaction, 2018

2017
Center of Excellence for Mobile Sensor Data-to-Knowledge (MD2K).
IEEE Pervasive Comput., 2017

Detecting Gaze Towards Eyes in Natural Social Interactions and Its Use in Child Assessment.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2017

Towards Black-box Iterative Machine Teaching.
CoRR, 2017

Dockerface: an easy to install and use Faster R-CNN face detector in a Docker container.
CoRR, 2017

Noninvasive Corneal Image-Based Gaze Measurement System.
CoRR, 2017

Autonomous Racing with AutoRally Vehicles and Differential Games.
CoRR, 2017

Iterative Machine Teaching.
CoRR, 2017

Aggressive Deep Driving: Model Predictive Control with a CNN Cost Model.
CoRR, 2017

Parallel vision for perception and understanding of complex scenes: methods, framework, and perspectives.
Artif. Intell. Rev., 2017

First-Person Action Decomposition and Zero-Shot Learning.
Proceedings of the 2017 IEEE Winter Conference on Applications of Computer Vision, 2017

Information theoretic MPC for model-based reinforcement learning.
Proceedings of the 2017 IEEE International Conference on Robotics and Automation, 2017

Iterative Machine Teaching.
Proceedings of the 34th International Conference on Machine Learning, 2017

iSurvive: An Interpretable, Event-time Prediction Model for mHealth.
Proceedings of the 34th International Conference on Machine Learning, 2017

Visual 3D tracking of child-adult social interactions.
Proceedings of the 2017 Joint IEEE International Conference on Development and Learning and Epigenetic Robotics, 2017

Aggressive Deep Driving: Combining Convolutional Neural Networks and Model Predictive Control.
Proceedings of the 1st Annual Conference on Robot Learning, CoRL 2017, Mountain View, 2017

AF Classification from ECG Recording Using Feature Ensemble and Sparse Coding.
Proceedings of the Computing in Cardiology, 2017

Scalable Image-based Search-and-Discovery.
Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems, 2017

Introduction to Part III: Markers to mHealth Predictors.
Proceedings of the Mobile Health - Sensors, Analytic Methods, and Applications, 2017

Modeling Opportunities in mHealth Cyber-Physical Systems.
Proceedings of the Mobile Health - Sensors, Analytic Methods, and Applications, 2017

Introduction to Part IV: Predictors to mHealth Interventions.
Proceedings of the Mobile Health - Sensors, Analytic Methods, and Applications, 2017

Learning Continuous-Time Hidden Markov Models for Event Data.
Proceedings of the Mobile Health - Sensors, Analytic Methods, and Applications, 2017

Introduction to Part II: Sensors to mHealth Markers.
Proceedings of the Mobile Health - Sensors, Analytic Methods, and Applications, 2017

Introduction to Part I: mHealth Applications and Tools.
Proceedings of the Mobile Health - Sensors, Analytic Methods, and Applications, 2017

2016
Eyewear Computing - Augmenting the Human with Head-mounted Wearable Assistants (Dagstuhl Seminar 16042).
Dagstuhl Reports, 2016

Aggressive driving with model predictive path integral control.
Proceedings of the 2016 IEEE International Conference on Robotics and Automation, 2016

How everyday visual experience prepares the way for learning object names.
Proceedings of the 2016 Joint IEEE International Conference on Development and Learning and Epigenetic Robotics, 2016

EyeWear 2016: first workshop on eyeWear computing.
Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2016

Unsupervised Learning of Edges.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Advanced Machine Learning for Healthcare.
Proceedings of the Summit on Clinical Research Informatics, 2016

A Computational Exploration of Problem-Solving Strategies and Gaze Behaviors on the Block Design Task.
Proceedings of the 38th Annual Meeting of the Cognitive Science Society, 2016

2015
Cardiac and Respiratory Parameter Estimation Using Head-mounted Motion-sensitive Sensors.
EAI Endorsed Trans. Pervasive Health Technol., 2015

Center of excellence for mobile sensor data-to-knowledge (MD2K).
J. Am. Medical Informatics Assoc., 2015

Efficient Learning of Continuous-Time Hidden Markov Models for Disease Progression.
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

Combining tactile sensing and vision for rapid haptic mapping.
Proceedings of the 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2015

Multi-scale perception and path planning on probabilistic obstacle maps.
Proceedings of the IEEE International Conference on Robotics and Automation, 2015

Real-life violent social interaction detection.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Multiple Hypothesis Tracking Revisited.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

The Middle Child Problem: Revisiting Parametric Min-Cut and Seeds for Object Proposals.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Minimizing Human Effort in Interactive Tracking by Incremental Learning of Model Parameters.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Behavioral imaging technology for modeling, analyzing, and visualizing social and communicative behavior.
Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2015 ACM International Symposium on Wearable Computers, 2015

Detecting bids for eye contact using a wearable camera.
Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015

Gaze-enabled egocentric video summarization via constrained submodular maximization.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Robust video segment proposals with painless occlusion handling.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Delving into egocentric actions.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Combining acoustic and visual features to detect laughter in adults' speech.
Proceedings of the Auditory-Visual Speech Processing, 2015

2014
Behavioral Imaging and Autism.
IEEE Pervasive Comput., 2014

Inferring Object Properties from Incidental Contact with a Tactile Sensing Forearm.
CoRR, 2014

BioGlass: Physiological parameter estimation using a head-mounted wearable device.
Proceedings of the 4th International Conference on Wireless Mobile Communication and Healthcare: "Transforming healthcare through innovations in mobile and wireless technologies", 2014

Learning to reach into the unknown: Selecting initial conditions when reaching in clutter.
Proceedings of the 2014 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2014

Joint Semantic Segmentation and 3D Reconstruction from Monocular Video.
Proceedings of the Computer Vision - ECCV 2014, 2014

Movement Pattern Histogram for Action Recognition and Retrieval.
Proceedings of the Computer Vision - ECCV 2014, 2014

First International Workshop on Video Segmentation - Panel Discussion.
Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014

The Secrets of Salient Object Segmentation.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

RIGOR: Reusing Inference in Graph Cuts for Generating Object Regions.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013
Video-Based Crowd Synthesis.
IEEE Trans. Vis. Comput. Graph., 2013

Learning Query-Specific Distance Functions for Large-Scale Web Image Search.
IEEE Trans. Multim., 2013

${\rm C}^{4}$: A Real-Time Object Detection Framework.
IEEE Trans. Image Process., 2013

First International Symposium on Computer Behavioral Science (NII Shonan Meeting 2013-9).
NII Shonan Meet. Rep., 2013

Finding people in depth: technical perspective.
Commun. ACM, 2013

Longitudinal Modeling of Glaucoma Progression Using 2-Dimensional Continuous-Time Hidden Markov Model.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Decoupling behavior, perception, and control for autonomous learning of affordances.
Proceedings of the 2013 IEEE International Conference on Robotics and Automation, 2013

Behavior imaging and the study of autism.
Proceedings of the 2013 International Conference on Multimodal Interaction, 2013

Learning stable pushing locations.
Proceedings of the 2013 IEEE Third Joint International Conference on Development and Learning and Epigenetic Robotics, 2013

GOSUS: Grassmannian Online Subspace Updates with Structured-Sparsity.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Video Segmentation by Tracking Many Figure-Ground Segments.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Learning to Predict Gaze in Egocentric Video.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Decoding Children's Social Behavior.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Modeling Actions through State Changes.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

An In Depth View of Saliency.
Proceedings of the British Machine Vision Conference, 2013

2012
Motion Coherent Tracking Using Multi-label MRF Optimization.
Int. J. Comput. Vis., 2012

Automated Foveola Localization in Retinal 3D-OCT Images Using Structural Support Vector Machine Prediction.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

Guided pushing for object singulation.
Proceedings of the 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2012

Haptic classification and recognition of objects using a tactile sensing forearm.
Proceedings of the 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2012

Detecting eye contact using wearable eye-tracking glasses.
Proceedings of the 2012 ACM Conference on Ubiquitous Computing, 2012

Categorizing Turn-Taking Interactions.
Proceedings of the Computer Vision - ECCV 2012, 2012

Weakly Supervised Learning of Object Segmentations from Web-Scale Video.
Proceedings of the Computer Vision - ECCV 2012. Workshops and Demonstrations, 2012

Learning to Recognize Daily Actions Using Gaze.
Proceedings of the Computer Vision - ECCV 2012, 2012

Learning sparse covariance patterns for natural scenes.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Social interactions: A first-person perspective.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

2011
CENTRIST: A Visual Descriptor for Scene Categorization.
IEEE Trans. Pattern Anal. Mach. Intell., 2011

Automated macular pathology diagnosis in retinal OCT images using multi-scale spatial pyramid and local binary patterns in texture and shape encoding.
Medical Image Anal., 2011

Efficient and Effective Visual Codebook Generation Using Additive Kernels.
J. Mach. Learn. Res., 2011

Behavior Imaging: Using Computer Vision to Study Autism.
Proceedings of the IAPR Conference on Machine Vision Applications (IAPR MVA 2011), 2011

Real-time human detection using contour cues.
Proceedings of the IEEE International Conference on Robotics and Automation, 2011

Large-scale image annotation using visual synset.
Proceedings of the IEEE International Conference on Computer Vision, 2011

Understanding egocentric activities.
Proceedings of the IEEE International Conference on Computer Vision, 2011

Learning to recognize objects in egocentric activities.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

Combining Self Training and Active Learning for Video Segmentation.
Proceedings of the British Machine Vision Conference, 2011

2010
Learning Visual Object Categories for Robot Affordance Prediction.
Int. J. Robotics Res., 2010

AID-ME: Automatic identification of dressing failures through monitoring of patients and activity Evaluation.
Proceedings of the 4th International Conference on Pervasive Computing Technologies for Healthcare, 2010

Movie genre classification via scene categorization.
Proceedings of the 18th International Conference on Multimedia 2010, 2010

Automated Macular Pathology Diagnosis in Retinal OCT Images Using Multi-Scale Spatial Pyramid with Local Binary Patterns.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

Exemplar-based segmentation of pigmented skin lesions from dermoscopy images.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

Perceiving clutter and surfaces for object placement in indoor environments.
Proceedings of the 10th IEEE-RAS International Conference on Humanoid Robots, 2010

Temporal causality for the analysis of visual events.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

Motion Coherent Tracking with Multi-label MRF optimization.
Proceedings of the British Machine Vision Conference, 2010

2009
Human video textures.
Proceedings of the 2009 Symposium on Interactive 3D Graphics, 2009

Dermoscopic Interest Point Detector and Descriptor.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009

Visual Place Categorization: Problem, dataset, and algorithm.
Proceedings of the 2009 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2009

Beyond the Euclidean distance: Creating effective visual codebooks using the Histogram Intersection Kernel.
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

Quasi-periodic event analysis for social game retrieval.
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

Learning the basic units in American Sign Language using discriminative segmental feature selection.
Proceedings of the IEEE International Conference on Acoustics, 2009

2008
Fast Asymmetric Learning for Cascade Face Detection.
IEEE Trans. Pattern Anal. Mach. Intell., 2008

Boosted Bayesian network classifiers.
Mach. Learn., 2008

Learning and Inferring Motion Patterns using Parametric Segmental Switching Linear Dynamic Systems.
Int. J. Comput. Vis., 2008

On the Design of Cascades of Boosted Ensembles for Face Detection.
Int. J. Comput. Vis., 2008

Feature-preserving artifact removal from dermoscopy images.
Proceedings of the Medical Imaging 2008: Image Processing, 2008

Spatially constrained segmentation of dermoscopy images.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

Detection of Unnatural Movement Using Epitomic Analysis.
Proceedings of the Seventh International Conference on Machine Learning and Applications, 2008

Discriminative feature selection for hidden Markov models using Segmental Boosting.
Proceedings of the IEEE International Conference on Acoustics, 2008

Where am I: Place instance and category recognition using spatial PACT.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

2007
Terrain Synthesis from Digital Elevation Models.
IEEE Trans. Vis. Comput. Graph., 2007

Shadow Elimination and Blinding Light Suppression for Interactive Projected Displays.
IEEE Trans. Vis. Comput. Graph., 2007

Fast Mean Shift with Accurate and Stable Convergence.
Proceedings of the Eleventh International Conference on Artificial Intelligence and Statistics, 2007

Traversability classification for UGV navigation: a comparison of patch and superpixel representations.
Proceedings of the 2007 IEEE/RSJ International Conference on Intelligent Robots and Systems, October 29, 2007

A Scalable Approach to Activity Recognition based on Object Use.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

2006
Learning from examples in unstructured, outdoor environments.
J. Field Robotics, 2006

Projector-guided painting.
Proceedings of the 19th Annual ACM Symposium on User Interface Software and Technology, 2006

GVU-PROCAMS: enabling novel projected interfaces.
Proceedings of the 14th ACM International Conference on Multimedia, 2006

Traversability Classification using Unsupervised on-line Visual Learning for Outdoor Robot Navigation.
Proceedings of the 2006 IEEE International Conference on Robotics and Automation, 2006

Towards Optimal Training of Cascaded Detectors.
Proceedings of the Computer Vision, 2006

A Modular Approach to the Analysis and Evaluation of Particle Filters for Figure Tracking.
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

Parameterized Duration Mmodeling for Switching Linear Dynamic Systems.
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

Towards the Optimal Training of Cascades of Boosted Ensembles.
Proceedings of the Toward Category-Level Object Recognition, 2006

2005
A data-driven approach to quantifying natural human motion.
ACM Trans. Graph., 2005

Experiences with optimizing two stream-based applications for cluster execution.
J. Parallel Distributed Comput., 2005

Using Sound Source Localization in a Home Environment.
Proceedings of the Pervasive Computing, 2005

Linear Asymmetric Classifier for cascade detectors.
Proceedings of the Machine Learning, 2005

Efficient discriminative learning of Bayesian network classifier via boosted augmented naive Bayes.
Proceedings of the Machine Learning, 2005

Learning and Inference in Parametric Switching Linear Dynamical Systems.
Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

Improving the Speed of Virtual Rear Projection: A GPU-Centric Architecture.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2005

Virtual rear projection: do shadows matter?
Proceedings of the Extended Abstracts Proceedings of the 2005 Conference on Human Factors in Computing Systems, 2005

Data-Driven MCMC for Learning and Inference in Switching Linear Dynamic Systems.
Proceedings of the Proceedings, 2005

2004
Active learning for automatic classification of software behavior.
Proceedings of the ACM/SIGSOFT International Symposium on Software Testing and Analysis, 2004

State Management in Web Services.
Proceedings of the 10th IEEE International Workshop on Future Trends of Distributed Computing Systems (FTDCS 2004), 2004

Asymmetrically Boosted HMM for Speech Reading.
Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004

Automatic Cascade Training with Perturbation Bias.
Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004

A Flexible Projector-Camera System for Multi-Planar Displays.
Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004

2003
Stampede: A Cluster Programming Middleware for Interactive Stream-Oriented Applications.
IEEE Trans. Parallel Distributed Syst., 2003

Boosted learning in dynamic Bayesian networks for multimodal speaker detection.
Proc. IEEE, 2003

Guest Editors' Introduction to the Special Section on Graphical Models in Computer Vision.
IEEE Trans. Pattern Anal. Mach. Intell., 2003

Ambiguities in Visual Tracking of Articulated Objects Using Two- and Three-Dimensional Models.
Int. J. Robotics Res., 2003

Learning a Rare Event Detection Cascade by Direct Feature Selection.
Proceedings of the Advances in Neural Information Processing Systems 16 [Neural Information Processing Systems, 2003

Shadow Elimination and Occluder Light Suppression for Multi-Projector Displays.
Proceedings of the 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2003), 2003

Boosted Audio-Visual HMM for Speech Reading.
Proceedings of the 2003 IEEE International Workshop on Analysis and Modeling of Faces and Gestures (AMFG 2003), 2003

2002
Statistical Color Models with Application to Skin Detection.
Int. J. Comput. Vis., 2002

Boosting and Structure Learning in Dynamic Bayesian Networks for Audio-Visual Speaker Detection.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Projected light displays using visual feedback.
Proceedings of the Seventh International Conference on Control, 2002

2001
A Compilation Framework for Power and Energy Management on Mobile Computers.
Proceedings of the Languages and Compilers for Parallel Computing, 2001

Self-Calibrating Camera Projector Systems for Interactive Displays and Presentations.
Proceedings of the Eighth International Conference On Computer Vision (ICCV-01), Vancouver, British Columbia, Canada, July 7-14, 2001, 2001

Reconstruction of 3-D Figure Motion from 2-D Correspondences.
Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001

2000
Learning Switching Linear Models of Human Motion.
Proceedings of the Advances in Neural Information Processing Systems 13, 2000

Multimodal Speaker Detection Using Input/Output Dynamic Bayesian Networks.
Proceedings of the Advances in Multimodal Interfaces, 2000

Video Editing Using Figure Tracking and Image-Based Rendering.
Proceedings of the 2000 International Conference on Image Processing, 2000

A Dynamic Bayesian Network Approach to Tracking Using Learned Switching Dynamic Models.
Proceedings of the Hybrid Systems: Computation and Control, Third International Workshop, 2000

Audio-Visual Speaker Detection Using Dynamic Bayesian Networks.
Proceedings of the 4th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2000), 2000

Multimodal Speaker Detection Using Error Feedback Dynamic Bayesian Networks.
Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000

Impact of Dynamic Model Learning on Classification of Human Motion.
Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000

1999
Integrated task and data parallel support for dynamic applications.
Sci. Program., 1999

Scheduling Constrained Dynamic Applications on Clusters.
Proceedings of the ACM/IEEE Conference on Supercomputing, 1999

Space-Time Memory: A Parallel Programming Abstraction for Interactive Multimedia Applications.
Proceedings of the 1999 ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming (PPOPP'99), 1999

A Dynamic Bayesian Network Approach to Figure Tracking using Learned Dynamic Models.
Proceedings of the International Conference on Computer Vision, 1999

Dynamic Feature Ordering for Efficient Registration.
Proceedings of the International Conference on Computer Vision, 1999

Vision-Based Speaker Detection Using Bayesian Networks.
Proceedings of the 1999 Conference on Computer Vision and Pattern Recognition (CVPR '99), 1999

A Multiple Hypothesis Approach to Figure Tracking.
Proceedings of the 1999 Conference on Computer Vision and Pattern Recognition (CVPR '99), 1999

1998
<i>Stampede</i>: A Programming System for Emerging Scalable Interactive Multimedia Applications.
Proceedings of the Languages and Compilers for Parallel Computing, 1998

Singularity Analysis for Articulated Object Tracking.
Proceedings of the 1998 Conference on Computer Vision and Pattern Recognition (CVPR '98), 1998

1997
Analyzing Articulated Motion Using Expectation-Maximization.
Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97), 1997

Vision for a smart kiosk.
Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97), 1997

1995
Model-Based Tracking of Self-Occluding Articulated Objects.
Proceedings of the Procedings of the Fifth International Conference on Computer Vision (ICCV 95), 1995

1994
Visual Tracking of High DOF Articulated Structures: an Application to Human Hand Tracking.
Proceedings of the Computer Vision, 1994

1993
A Bayesian multiple-hypothesis approach to edge grouping and contour segmentation.
Int. J. Comput. Vis., 1993

Grouping Edges: An Efficient Bayesian Multiple Hypothesis Approach.
Proceedings of the Partitioning Data Sets, Proceedings of a DIMACS Workshop, 1993

1992
A Bayesian Multiple Hypothesis Approach to Contour Grouping.
Proceedings of the Computer Vision, 1992

1991
Visual tracking with deformation models.
Proceedings of the 1991 IEEE International Conference on Robotics and Automation, 1991

1988
Upgrading Design Systems.
Proceedings of the 7th National Conference on Artificial Intelligence, 1988


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