Gérard G. Medioni

Affiliations:
  • Amazon
  • University of Southern California, Los Angeles, Institute for Robotics and Intelligence Systems


According to our database1, Gérard G. Medioni authored at least 327 papers between 1981 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Awards

ACM Fellow

ACM Fellow 2023, "For contributions to computer vision and its consumer facing applications".

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Other 

Links

Online presence:

On csauthors.net:

Bibliography

2024
Distilling the Knowledge in Data Pruning.
CoRR, 2024

Asymmetric Image Retrieval with Cross Model Compatible Ensembles.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

FPGAN-Control: A Controllable Fingerprint Generator for Training with Synthetic Data.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Towards Quantitative Evaluation Metrics for Image Editing Approaches.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023
Asymmetric Face Recognition with Cross Model Compatible Ensembles.
CoRR, 2023

Synthetic data for model selection.
Proceedings of the International Conference on Machine Learning, 2023

2022
Editorial: Machine Vision for Assistive Technologies.
Frontiers Comput. Sci., 2022

Efficient Video Instance Segmentation via Tracklet Query and Proposal.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021
MILA: Multi-Task Learning from Videos via Efficient Inter-Frame Attention.
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

GAN-Control: Explicitly Controllable GANs.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Energy-Based Learning for Scene Graph Generation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020
Learning and recognition for assistive computer vision.
Pattern Recognit. Lett., 2020

From Real to Synthetic and Back: Synthesizing Training Data for Multi-Person Scene Understanding.
CoRR, 2020

Multi-Task Learning from Videos via Efficient Inter-Frame Attention.
CoRR, 2020

AOWS: Adaptive and Optimal Network Width Search With Latency Constraints.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
Benchmarking parts based face processing in-the-wild for gender recognition and head pose estimation.
Pattern Recognit. Lett., 2019

Learning Pose-Aware Models for Pose-Invariant Face Recognition in the Wild.
IEEE Trans. Pattern Anal. Mach. Intell., 2019

Face-Specific Data Augmentation for Unconstrained Face Recognition.
Int. J. Comput. Vis., 2019

Deep, Landmark-Free FAME: Face Alignment, Modeling, and Expression Estimation.
Int. J. Comput. Vis., 2019

2018
Facial Landmark Detection with Tweaked Convolutional Neural Networks.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

The Multi-strand Graph for a PTZ Tracker.
J. Math. Imaging Vis., 2018

Face and Body Association for Video-Based Face Recognition.
Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018

Robust Denoising of Piece-Wise Smooth Manifolds.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

On Face Segmentation, Face Swapping, and Face Perception.
Proceedings of the 13th IEEE International Conference on Automatic Face & Gesture Recognition, 2018

ExpNet: Landmark-Free, Deep, 3D Facial Expressions.
Proceedings of the 13th IEEE International Conference on Automatic Face & Gesture Recognition, 2018

Deep Learning for Assistive Computer Vision.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

Extreme 3D Face Reconstruction: Seeing Through Occlusions.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017
Learning the Geometric Structure of Manifolds with Singularities Using the Tensor Voting Graph.
J. Math. Imaging Vis., 2017

Computer vision for assistive technologies.
Comput. Vis. Image Underst., 2017

Extreme 3D Face Reconstruction: Looking Past Occlusions.
CoRR, 2017

Accurate 3D face reconstruction via prior constrained structure from motion.
Comput. Graph., 2017

Exploring Local Context for Multi-target Tracking in Wide Area Aerial Surveillance.
Proceedings of the 2017 IEEE Winter Conference on Applications of Computer Vision, 2017

FacePoseNet: Making a Case for Landmark-Free Face Alignment.
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

Deep 3D face identification.
Proceedings of the 2017 IEEE International Joint Conference on Biometrics, 2017

Rapid Synthesis of Massive Face Sets for Improved Face Recognition.
Proceedings of the 12th IEEE International Conference on Automatic Face & Gesture Recognition, 2017

Local-Global Landmark Confidences for Face Recognition.
Proceedings of the 12th IEEE International Conference on Automatic Face & Gesture Recognition, 2017

Regressing Robust and Discriminative 3D Morphable Models with a Very Deep Neural Network.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016
Persistent people tracking and face capture using a PTZ camera.
Mach. Vis. Appl., 2016

RGB-D camera based wearable navigation system for the visually impaired.
Comput. Vis. Image Underst., 2016

Special Issue on Assistive Computer Vision and Robotics - "Assistive Solutions for Mobility, Communication and HMI".
Comput. Vis. Image Underst., 2016

Special issue on Assistive Computer Vision and Robotics - Part I.
Comput. Vis. Image Underst., 2016

Graph-Based Manifold Frequency Analysis for Denoising.
CoRR, 2016

Persistent 3D stabilization for aerial imagery.
Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016

Face recognition using deep multi-pose representations.
Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016

Expression invariant 3D face modeling from an RGB-D video.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Accurate 3D face modeling and recognition from RGB-D stream in the presence of large pose changes.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Manifold denoising based on spectral graph wavelets.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Capturing Dynamic Textured Surfaces of Moving Targets.
Proceedings of the Computer Vision - ECCV 2016, 2016

Do We Really Need to Collect Millions of Faces for Effective Face Recognition?
Proceedings of the Computer Vision - ECCV 2016, 2016

Pose-Aware Face Recognition in the Wild.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Pooling Faces: Template Based Face Recognition with Pooled Face Images.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016

Holistically Constrained Local Model: Going Beyond Frontal Poses for Facial Landmark Detection.
Proceedings of the British Machine Vision Conference 2016, 2016

2015
Manifold Learning.
Proceedings of the Encyclopedia of Biometrics, Second Edition, 2015

Near laser-scan quality 3-D face reconstruction from a low-quality depth stream.
Image Vis. Comput., 2015

3D Urban Reconstruction from Wide Area Aerial Surveillance Video.
Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision Workshops, 2015

Progressive 3D Model Acquisition with a Commodity Hand-Held Camera.
Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision, 2015

Multimodal Registration of Multiple Retinal Images Based on Line Structures.
Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision, 2015

3-D Mediated Detection and Tracking in Wide Area Aerial Surveillance.
Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision, 2015

Unsupervised Learning Using the Tensor Voting Graph.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2015

Surface Oriented Traverse for robust instance detection in RGB-D.
Proceedings of the 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2015

Convex Cut: A realtime pseudo-structure extraction algorithm for 3D point cloud data.
Proceedings of the 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2015

Intersecting Manifolds: Detection, Segmentation, and Labeling.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Geolocalization using mobile phone and street grid map in dynamic environment.
Proceedings of the 2015 IEEE International Conference on Multimedia and Expo, 2015

Motion propagation detection association for multi-target tracking in wide area aerial surveillance.
Proceedings of the 12th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2015

2014
Structured Time Series Analysis for Human Action Segmentation and Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2014

Rapid avatar capture and simulation using commodity depth sensors.
Comput. Animat. Virtual Worlds, 2014

Janus - Multi Source Event Detection and Collection System for Effective Surveillance of Criminal Activity.
J. Inf. Process. Syst., 2014

Co-trained generative and discriminative trackers with cascade particle filter.
Comput. Vis. Image Underst., 2014

Fast dense 3D reconstruction using an adaptive multiscale discrete-continuous variational method.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014

Real-time 3-D face tracking and modeling framework for mid-res cam.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014

Exploring context information for inter-camera multiple target tracking.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014

Automatic acquisition and animation of virtual avatars.
Proceedings of the 2014 IEEE Virtual Reality, 2014

Rapid avatar capture and simulation using commodity depth sensors.
Proceedings of the Special Interest Group on Computer Graphics and Interactive Techniques Conference, 2014

Supervised pixel classification for segmenting geographic atrophy in fundus autofluorescene images.
Proceedings of the Medical Imaging 2014: Computer-Aided Diagnosis, San Diego, 2014

Pose Independent Face Recognition by Localizing Local Binary Patterns via Deformation Components.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Aerial Implicit 3D Video Stabilization Using Epipolar Geometry Constraint.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

An Examination of Multivariate Time Series Hashing with Applications to Health Care.
Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

Learning symbolic descriptions of activities from examples in WAAS.
Proceedings of the 22nd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2014

A System for Assisting the Visually Impaired in Localization and Grasp of Desired Objects.
Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014

Wearable RGBD Indoor Navigation System for the Blind.
Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014

3D Modeling from Wide Baseline Range Scans Using Contour Coherence.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Persistent Tracking for Wide Area Aerial Surveillance.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Persistent People Tracking and Face Capture over a Wide Area.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2014

Visual Navigation Aid for the Blind in Dynamic Environments.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013
3D Facial Landmark Tracking and Facial Expression Recognition.
J. Inform. and Commun. Convergence Engineering, 2013

Monitoring mobility disorders at home using 3D visual sensors and mobile sensors.
Proceedings of the Wireless Health 2013, 2013

Towards a practical PTZ face detection and tracking system.
Proceedings of the 2013 IEEE Workshop on Applications of Computer Vision, 2013

Comparing strategies for 3D face recognition from a 3D sensor.
Proceedings of the IEEE International Symposium on Robot and Human Interactive Communication, 2013

Evaluation of feedback mechanisms for wearable visual aids.
Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, 2013

Demo: Persistent people tracking and face capture using a PTZ camera.
Proceedings of the Seventh International Conference on Distributed Smart Cameras, 2013

Home Monitoring Musculo-skeletal Disorders with a Single 3D Sensor.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2013

Big Data Scalability Issues in WAAS.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012
A Framework for Robust Online Video Contrast Enhancement Using Modularity Optimization.
IEEE Trans. Circuits Syst. Video Technol., 2012

A Closed-Form Solution to Tensor Voting: Theory and Applications.
IEEE Trans. Pattern Anal. Mach. Intell., 2012

Robust Multiple Manifolds Structure Learning
CoRR, 2012

Accurate efficient mosaicking for Wide Area Aerial Surveillance.
Proceedings of the IEEE Workshop on Applications of Computer Vision, 2012

Real-time 3-D face tracking and modeling from awebcam.
Proceedings of the IEEE Workshop on Applications of Computer Vision, 2012

Real-time 3D face identification from a depth camera.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Real-time staircase detection from a wearable stereo system.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Robust Multiple Manifold Structure Learning.
Proceedings of the 29th International Conference on Machine Learning, 2012

Activity recognition in wide aerial video surveillance using entity relationship models.
Proceedings of the SIGSPATIAL 2012 International Conference on Advances in Geographic Information Systems (formerly known as GIS), 2012

Laser scan quality 3-D face modeling using a low-cost depth camera.
Proceedings of the 20th European Signal Processing Conference, 2012

Smart image processing system for retinal prosthesis.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Tracking Using Motion Patterns for Very Crowded Scenes.
Proceedings of the Computer Vision - ECCV 2012, 2012

Kernelized Temporal Cut for Online Temporal Segmentation and Recognition.
Proceedings of the Computer Vision - ECCV 2012, 2012

Tracking many vehicles in wide area aerial surveillance.
Proceedings of the 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2012

Probabilistic tensor voting for robust perceptual grouping.
Proceedings of the 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2012

Accurate Full Body Scanning from a Single Fixed 3D Camera.
Proceedings of the 2012 Second International Conference on 3D Imaging, 2012

2011
Efficient detection and tracking of moving objects in geo-coordinates.
Mach. Vis. Appl., 2011

Urban scene understanding from aerial and ground LIDAR data.
Mach. Vis. Appl., 2011

Co-training framework of generative and discriminative trackers with partial occlusion handling.
Proceedings of the IEEE Workshop on Applications of Computer Vision (WACV 2011), 2011

3D object recognition in range images using visibility context.
Proceedings of the 2011 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2011

Perceptually motivated automatic sharpness enhancement using hierarchy of non-local means.
Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011

Robust unsupervised motion pattern inference from video and applications.
Proceedings of the IEEE International Conference on Computer Vision, 2011

Aerial 3D reconstruction with line-constrained dynamic programming.
Proceedings of the IEEE International Conference on Computer Vision, 2011

Dynamic Manifold Warping for view invariant action recognition.
Proceedings of the IEEE International Conference on Computer Vision, 2011

High resolution face sequences from a PTZ network camera.
Proceedings of the Ninth IEEE International Conference on Automatic Face and Gesture Recognition (FG 2011), 2011

Using 3D scene structure to improve tracking.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

Inferring tracklets for multi-object tracking.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2011

Context tracker: Exploring supporters and distracters in unconstrained environments.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

Scalable Object Classification Using Range Images.
Proceedings of the International Conference on 3D Imaging, 2011

2010
Dimensionality Estimation, Manifold Learning and Function Approximation using Tensor Voting.
J. Mach. Learn. Res., 2010

Locally Linear Denoising on Image Manifolds.
Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics, 2010

Registration of 2D Points Using Geometric Algebra and Tensor Voting.
J. Math. Imaging Vis., 2010

Text Image Restoration using Adaptive Fuzzy Median Based on 3D Tensors and Iterative Voting.
J. Inf. Sci. Eng., 2010

Robust, Real-Time 3D Face Tracking from a Monocular View.
EURASIP J. Image Video Process., 2010

Perceptually Motivated Automatic Color Contrast Enhancement Based on Color Constancy Estimation.
EURASIP J. Image Video Process., 2010

Dense Structure Inference for Object Classification in Aerial LIDAR Dataset.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Color Constancy Using Standard Deviation of Color Channels.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

3D Face Reconstruction Using a Single or Multiple Views.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Human pose estimation from a single view point, real-time range sensor.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2010

Robot vision for the visually impaired.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2010

Accurate 3D face reconstruction from weakly calibrated wide baseline images with profile contours.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

Color contrast enhancement for visually impaired people.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2010

2009
Manifold Learning.
Proceedings of the Encyclopedia of Biometrics, 2009

Identifying Noncooperative Subjects at a Distance Using Face Images and Inferred Three-Dimensional Face Models.
IEEE Trans. Syst. Man Cybern. Part A, 2009

Multiple-Target Tracking by Spatiotemporal Monte Carlo Markov Chain Data Association.
IEEE Trans. Pattern Anal. Mach. Intell., 2009

Vision-based short range interaction between a personal service robot and a user.
Intell. Serv. Robotics, 2009

3-D model based vehicle recognition.
Proceedings of the IEEE Workshop on Applications of Computer Vision (WACV 2009), 2009

Real time tracking using an active pan-tilt-zoom network camera.
Proceedings of the 2009 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2009

Color constancy using denoising methods and cepstral analysis.
Proceedings of the International Conference on Image Processing, 2009

Perceptually motivated automatic color contrast enhancement.
Proceedings of the 12th IEEE International Conference on Computer Vision Workshops, 2009

Motion pattern interpretation and detection for tracking moving vehicles in airborne video.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

Visual loop closing using multi-resolution SIFT grids in metric-topological SLAM.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

StaRSaC: Stable random sample consensus for parameter estimation.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

2008
Inferring Segmented Dense Motion Layers Using 5D Tensor Voting.
IEEE Trans. Pattern Anal. Mach. Intell., 2008

2-D registration and 3-D shape inference of the retinal fundus from fluorescein images.
Medical Image Anal., 2008

Distributed Visual Processing for a Home Visual Sensor Network.
Proceedings of the 9th IEEE Workshop on Applications of Computer Vision (WACV 2008), 2008

Online Tracking and Reacquisition Using Co-trained Generative and Discriminative Trackers.
Proceedings of the Computer Vision, 2008

A GPU-based implementation of motion detection from a moving platform.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2008

Mutual information computation and maximization using GPU.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2008

Retinal image registration from 2D to 3D.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

3D face tracking and expression inference from a 2D sequence using manifold learning.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

2007
Detecting Motion Regions in the Presence of a Strong Parallax from a Moving Camera by Multiview Geometric Constraints.
IEEE Trans. Pattern Anal. Mach. Intell., 2007

Text segmentation in color images using tensor voting.
Image Vis. Comput., 2007

Registration of 3D Points Using Geometric Algebra and Tensor Voting.
Int. J. Comput. Vis., 2007

Robust real-time vision for a personal service robot.
Comput. Vis. Image Underst., 2007

Map-Enhanced UAV Image Sequence Registration.
Proceedings of the 8th IEEE Workshop on Applications of Computer Vision (WACV 2007), 2007

Efficient Articulated Model Fitting on a Single Image or a Sequence.
Proceedings of the IEEE RO-MAN 2007, 2007

Planar Patch based 3D Environment Modeling with Stereo Camera.
Proceedings of the IEEE RO-MAN 2007, 2007

Robust Real-Time Vision for a Personal Service Robot in a Home Visual Sensor Network.
Proceedings of the IEEE RO-MAN 2007, 2007

3-D Metric Reconstruction and Registration of Images of Near-planar Surfaces.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Efficient Upper Body Pose Estimation from a Single Image or a Sequence.
Proceedings of the Human Motion, 2007

Inferring 3D Volumetric Shape of Both Moving Objects and Static Background Observed by a Moving Camera.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

Multiple Target Tracking Using Spatio-Temporal Markov Chain Monte Carlo Data Association.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

Moving Object Detection on a Runway Prior to Landing Using an Onboard Infrared Camera.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

Map-Enhanced UAV Image Sequence Registration and Synchronization of Multiple Image Sequences.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

Recognition of Non-Cooperative Individuals at a Distance with 3D Face Modeling.
Proceedings of the 2007 IEEE Workshop on Automatic Identification Advanced Technologies, 2007

Integrating Multiple Visual Cues for Robust Real-Time 3D Face Tracking.
Proceedings of the Analysis and Modeling of Faces and Gestures, 2007

Model-Assisted 3D Face Reconstruction from Video.
Proceedings of the Analysis and Modeling of Faces and Gestures, 2007

2006
Tensor Voting: A Perceptual Organization Approach to Computer Vision and Machine Learning
Synthesis Lectures on Image, Video, and Multimedia Processing, Morgan & Claypool Publishers, ISBN: 978-3-031-02242-5, 2006

Stereo Using Monocular Cues within the Tensor Voting Framework.
IEEE Trans. Pattern Anal. Mach. Intell., 2006

Robust real-time upper body limb detection and tracking.
Proceedings of the 4th ACM International Workshop on Video Surveillance and Sensor Networks, 2006

Evaluation of 3-D Shape Reconstruction of Retinal Fundus.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006

Boosted Markov Chain Monte Carlo Data Association for Multiple Target Detection and Tracking.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Real Time Limb Tracking with Adaptive Model Selection.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Multi-layer Mosaics in the Presence of Motion and Depth Effects.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Tensor Voting Accelerated by Graphics Processing Units (GPU).
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Optimal Global Mosaic Generation from Retinal Images.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

3D Reconstruction of Background and Objects Moving on Ground Plane Viewed from a Moving Camera.
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

Motion Segmentation by Spatiotemporal Smoothness Using 5D Tensor Voting.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006

3-D Shape Reconstruction of Retinal Fundus.
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

2005
Parametric reconstruction of generalized cylinders from limb edges.
IEEE Trans. Image Process., 2005

A Voting-Based Computational Framework for Visual Motion Analysis and Interpretation.
IEEE Trans. Pattern Anal. Mach. Intell., 2005

Persistent Objects Tracking Across Multiple Non Overlapping Cameras.
Proceedings of the 7th IEEE Workshop on Applications of Computer Vision / IEEE Workshop on Motion and Video Computing (WACV/MOTION 2005), 2005

Unsupervised Dimensionality Estimation and Manifold Learning in high-dimensional Spaces by Tensor Voting.
Proceedings of the IJCAI-05, Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence, Edinburgh, Scotland, UK, July 30, 2005

Detection and Tracking of Moving Objects from a Moving Platform in Presence of Strong Parallax.
Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

Performance of Geometrix ActiveID^TM 3D Face Recognition Engine on the FRGC Data.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2005

An Investigation of Model Bias in 3D Face Tracking.
Proceedings of the Analysis and Modelling of Faces and Gestures, 2005

2004
First Order Augmentation to Tensor Voting for Boundary Inference and Multiscale Analysis in 3D.
IEEE Trans. Pattern Anal. Mach. Intell., 2004

Simultaneous Two-View Epipolar Geometry Estimation and Motion Segmentation by 4D Tensor Voting.
IEEE Trans. Pattern Anal. Mach. Intell., 2004

Analysis and Interpretation of Multiple Motions Through Surface Saliency.
Proceedings of the Spatial Coherence for Visual Motion Analysis, 2004

Non-Iterative Approach to Multiple 2D Motion Estimation.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

Object Reacquisition Using Invariant Appearance Model.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

Tracking Soccer Players using the Graph Representation.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

3D Modeling from Turntable Sequences Using Dense Stereo Carving and Multi-View Consistency.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

A layer extraction system based on dominant motion estimation and global registration.
Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, 2004

A robust and non-iterative estimation method of multiple 2d motions.
Proceedings of the 2004 International Conference on Image Processing, 2004

Junction Inference and Classification for Figure Completion using Tensor Voting.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2004

Matching and Interpretation of Planar Motion Using Tensor Voting.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2004

Detection and Tracking of Moving Objects from Overlapping EO and IR Sensors.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2004

An Overview of the 2004 Workshop on Perceptual Organization in Computer Vision.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2004

Dense Multiple View Stereo with General Camera Placement using Tensor Voting.
Proceedings of the 2nd International Symposium on 3D Data Processing, 2004

2003
Layered 4D Representation and Voting for Grouping from Motion.
IEEE Trans. Pattern Anal. Mach. Intell., 2003

Mirror symmetry => 2-view stereo geometry.
Image Vis. Comput., 2003

Motion Segmentation with Accurate Boundaries - A Tensor Voting Approach.
Proceedings of the 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2003), 2003

Continuous Tracking Within and Across Camera Streams.
Proceedings of the 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2003), 2003

Face Modeling and Recognition in 3-D.
Proceedings of the 2003 IEEE International Workshop on Analysis and Modeling of Faces and Gestures (AMFG 2003), 2003

2002
Curvature-Augmented Tensor Voting for Shape Inference from Noisy 3D Data.
IEEE Trans. Pattern Anal. Mach. Intell., 2002

Inference of Segmented Overapping Surfaces from Binocular Stereo.
IEEE Trans. Pattern Anal. Mach. Intell., 2002

Practical algorithms for stratified structure-from-motion.
Image Vis. Comput., 2002

4-D Voting for Matching, Densification and Segmentation into Motion Layers.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Perceptual Grouping for Multiple View Stereo Using Tensor Voting.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Generation of a 3-D Face Model from One Camera.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Robust Affine Motion Estimation in Joint Image Space Using Tensor Voting.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Reconstructing Mirror Symmetric Scenes From a Single View Using 2-View Stereo Geometry.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Perceptual Grouping from Motion Cues Using Tensor Voting in 4-D.
Proceedings of the Computer Vision, 2002

A Tensor Voting Approach for the Hierarchical Segmentation of 3-D Acoustic Images.
Proceedings of the 1st International Symposium on 3D Data Processing Visualization and Transmission (3DPVT 2002), 2002

2001
Building 3-D Human Face Models from Two Photographs.
J. VLSI Signal Process., 2001

N-Dimensional Tensor Voting and Application to Epipolar Geometry Estimation.
IEEE Trans. Pattern Anal. Mach. Intell., 2001

Event Detection and Analysis from Video Streams.
IEEE Trans. Pattern Anal. Mach. Intell., 2001

Crater detection for autonomous landing on asteroids.
Image Vis. Comput., 2001

Interactive 3D model extraction from a single image.
Image Vis. Comput., 2001

2-D Shape Decomposition into Overlapping Parts.
Proceedings of the Visual Form 2001, 4th International Workshop on Visual Form, 2001

A Modular Software Architecture for Real-Time Video Processing.
Proceedings of the Computer Vision Systems, Second International Workshop, 2001

Epipolar Geometry Estimation for Non-Static Scenes by 4D Tensor Voting.
Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001

First Order Tensor Voting, and Application to 3-D Scale Analysis.
Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001

2000
A modular middleware flow scheduling framework (poster session).
Proceedings of the 8th ACM International Conference on Multimedia 2000, Los Angeles, CA, USA, October 30, 2000

GlobeAll: Panoramic Video for an Intelligent Room.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

3-D Structures for Generic Object Recognition.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

A 2D + t Tensor Voting Based Approach for Tracking.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

A Graph-Based Global Registration for 2D Mosaics.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

Electronic Pan-Tilt-Zoom: A Solution for Intelligent Room Systems.
Proceedings of the 2000 IEEE International Conference on Multimedia and Expo, 2000

Tracking Segmented Objects Using Tensor Voting.
Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000

1999
Simultaneous Surface Approximation and Segmentation of Complex Objects.
Comput. Vis. Image Underst., 1999

Grouping ., -, ->, [formula], into Regions, Curves, and Junctions.
Comput. Vis. Image Underst., 1999

Rendering 3D objects into photographs taken by uncalibrated perspective cameras.
Proceedings of the 26th Annual Conference on Computer Graphics and Interactive Techniques, 1999

A Human-Assisted System to Build 3-D Models from a Single Image.
Proceedings of the IEEE International Conference on Multimedia Computing and Systems, 1999

A Semi-Automatic System to Infer Complex 3-D Shapes from Photographs.
Proceedings of the IEEE International Conference on Multimedia Computing and Systems, 1999

Epipolar Geometry Estimation by Tensor Voting in 8D.
Proceedings of the International Conference on Computer Vision, 1999

Robust Estimation of Curvature Information from Noisy 3D Data for Shape Description.
Proceedings of the International Conference on Computer Vision, 1999

Accurate Motion Flow Estimation with Discontinuities.
Proceedings of the International Conference on Computer Vision, 1999

Detecting and Tracking Moving Objects for Video Surveillance.
Proceedings of the 1999 Conference on Computer Vision and Pattern Recognition (CVPR '99), 1999

Efficient Iterative Solution to M-View Projective Reconstruction Problem.
Proceedings of the 1999 Conference on Computer Vision and Pattern Recognition (CVPR '99), 1999

A Volumetric Stereo Matching Method: Application to Image-Based Modeling.
Proceedings of the 1999 Conference on Computer Vision and Pattern Recognition (CVPR '99), 1999

1998
Inference of Integrated Surface, Curve, and Junction Descriptions From Sparse 3D Data.
IEEE Trans. Pattern Anal. Mach. Intell., 1998

Full Volumetric Descriptions From Three Intensity Images.
IEEE Trans. Pattern Anal. Mach. Intell., 1998

Volumetric description of dip solder joints from range data.
Proceedings of the Proceedings Fourth IEEE Workshop on Applications of Computer Vision, 1998

Extremal feature extraction from 3-D vector and noisy scalar fields.
Proceedings of the 9th IEEE Visualization Conference, 1998

Building human face models from two images.
Proceedings of the Second IEEE Workshop on Multimedia Signal Processing, 1998

Automatic, Accurate Surface Model Inference for Dental CAD/Cam.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 1998

Integrated Surface, Curve and Junction Inference from Sparse 3-D Data Sets.
Proceedings of the Sixth International Conference on Computer Vision (ICCV-98), 1998

Inferring Segmented Surface Description from Stereo Data.
Proceedings of the 1998 Conference on Computer Vision and Pattern Recognition (CVPR '98), 1998

A Unified Framework for Salient Curves, Regions, and Junctions Inference.
Proceedings of the Computer Vision, 1998

1997
Inference of Surfaces, 3D Curves, and Junctions From Sparse, Noisy, 3D Data.
IEEE Trans. Pattern Anal. Mach. Intell., 1997

Synthesizing Novel Views from Unregistered 2-D Images.
Comput. Graph. Forum, 1997

Image synthesis from a sparse set of views.
Proceedings of the 8th IEEE Visualization Conference, 1997

3D digitizing made easier by unstructured sketching.
Proceedings of the ACM SIGGRAPH 97 Visual Proceedings: The art and interdisciplinary programs of SIGGRAPH '97, 1997

3DSketch: Modeling by Digitizing with a Smart 3D Pen.
Proceedings of the Fifth ACM International Conference on Multimedia '97, 1997

1996
B-rep object description from multiple range views.
Int. J. Comput. Vis., 1996

Computer vision research at the University of Southern California.
Int. J. Comput. Vis., 1996

Perceptual grouping for generic recognition.
Int. J. Comput. Vis., 1996

Inferring global pereeptual contours from local features.
Int. J. Comput. Vis., 1996

Triangular NURBS Surface Modeling of Scattered Data.
Proceedings of the 7th IEEE Visualization Conference, 1996

Using Computer Vision in Real Applications: Two Success Stories, .
Proceedings of IAPR Workshop on Machine Vision Applications, 1996

Reconstructing free-form surfaces from sparse data.
Proceedings of the 13th International Conference on Pattern Recognition, 1996

Spherical winged B-snakes.
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996

View Synthesis from Unregistered 2-D Images.
Proceedings of the Graphics Interface 1996 Conference, 1996

Generic Shape Learning and Recognition.
Proceedings of the Object Representation in Computer Vision II, 1996

Inference of segmented, volumetric shape from three intensity images.
Proceedings of the 1996 Conference on Computer Vision and Pattern Recognition (CVPR '96), 1996

1995
Map-based localization using the panoramic horizon.
IEEE Trans. Robotics Autom., 1995

Finding Waldo, or Focus of Attention Using Local Color Information.
IEEE Trans. Pattern Anal. Mach. Intell., 1995

Description of Complex Objects from Multiple Range Images Using an Inflating Balloon Model.
Comput. Vis. Image Underst., 1995

Surface Approximation of a Cloud of 3D Points.
CVGIP Graph. Model. Image Process., 1995

Segmented Shape Descriptions from 3-View Stereo.
Proceedings of the Procedings of the Fifth International Conference on Computer Vision (ICCV 95), 1995

1994
Model validation for change detection [machine vision].
Proceedings of Second IEEE Workshop on Applications of Computer Vision, 1994

The Challenge of Generic Object Recognition.
Proceedings of the Object Representation in Computer Vision, 1994

Part decomposition and description of 3D shapes.
Proceedings of the 12th IAPR International Conference on Pattern Recognition, 1994

Learning, recognition and navigation from a sequence of infrared images.
Proceedings of the 12th IAPR International Conference on Pattern Recognition, 1994

Extraction Of Groups For Recognition.
Proceedings of the Computer Vision, 1994

Simultaneous segmentation and approximation of complex patterns.
Proceedings of the Conference on Computer Vision and Pattern Recognition, 1994

Surface description of complex objects from multiple range images.
Proceedings of the Conference on Computer Vision and Pattern Recognition, 1994

1993
B-spline Contour Representation and Symmetry Detection.
IEEE Trans. Pattern Anal. Mach. Intell., 1993

Hierarchical Decomposition and Axial Shape Description.
IEEE Trans. Pattern Anal. Mach. Intell., 1993

Inferring global perceptual contours from local features.
Proceedings of the Conference on Computer Vision and Pattern Recognition, 1993

1992
Structural Indexing: Efficient 2D Object Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 1992

Structural Indexing: Efficient 3-D Object Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 1992

3-D Surface Description from Binocular Stereo.
IEEE Trans. Pattern Anal. Mach. Intell., 1992

Object modelling by registration of multiple range images.
Image Vis. Comput., 1992

The RegiStar Machine: from conception to installation.
Proceedings of First IEEE Workshop on Applications of Computer Vision, 1992

B-rep from unregistered multiple range images.
Proceedings of the 1992 IEEE International Conference on Robotics and Automation, 1992

Representation of range data with B-spline surface patches.
Proceedings of the 11th IAPR International Conference on Pattern Recognition, 1992

Perceptual grouping using global saliency-enhancing operators.
Proceedings of the 11th IAPR International Conference on Pattern Recognition, 1992

1991
A versatile PC-based range finding system.
IEEE Trans. Robotics Autom., 1991

Adaptive Smoothing: A General Tool for Early Vision.
IEEE Trans. Pattern Anal. Mach. Intell., 1991

A layered network for the correspondence of 3D objects.
Proceedings of the 1991 IEEE International Conference on Robotics and Automation, 1991

Object modeling by registration of multiple range images.
Proceedings of the 1991 IEEE International Conference on Robotics and Automation, 1991

Structural hashing: efficient three dimensional object recognition.
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1991

A dynamic system for object description and correspondence.
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1991

1990
Automatic registration of color separation films.
Mach. Vis. Appl., 1990

Refining edges detected by a LoG operator.
Comput. Vis. Graph. Image Process., 1990

Efficient two dimensional object recognition.
Proceedings of the 10th IAPR International Conference on Pattern Recognition, 1990

Object recognition using geometric hashing on the Connection Machine.
Proceedings of the 10th IAPR International Conference on Pattern Recognition, 1990

B-Spline Contour Representation and Symmetry Detection.
Proceedings of the Computer Vision, 1990

Parallel Multiscale Stereo Matching Using Adaptive Smoothing.
Proceedings of the Computer Vision, 1990

1989
Stereo Error Detection, Correction, and Evaluation.
IEEE Trans. Pattern Anal. Mach. Intell., 1989

Recognizing 3-D Objects Using Surface Descriptions.
IEEE Trans. Pattern Anal. Mach. Intell., 1989

Detection, Localization, and Estimation of Edges.
IEEE Trans. Pattern Anal. Mach. Intell., 1989

Author's Reply.
IEEE Trans. Pattern Anal. Mach. Intell., 1989

Adaptive multiscale feature extraction from range data.
Comput. Vis. Graph. Image Process., 1989

Issues in geometric reasoning from range imagery.
Proceedings of the IEEE International Conference on Systems, 1989

1988
Corner Detection and Curve Representation Using Cubic B-Splines.
Syst. Comput. Jpn., 1988

A Segment-Based Matching Algorithm in Trinocular Vision.
Proceedings of IAPR Workshop on Computer Vision, 1988

Robot hand-eye coordination: shape description and grasping.
Proceedings of the 1988 IEEE International Conference on Robotics and Automation, 1988

Matching 3-D objects using surface descriptions.
Proceedings of the 1988 IEEE International Conference on Robotics and Automation, 1988

Spatio-temporal analysis for velocity estimation of contours in an image sequence with occlusion.
Proceedings of the 9th International Conference on Pattern Recognition, 1988

Useful geometric properties of the generalized cone.
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1988

Building an accurate range finder with off the shelf components.
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1988

1987
Segmented descriptions of 3-D surfaces.
IEEE J. Robotics Autom., 1987

Fast Convolution with Laplacian-of-Gaussian Masks.
IEEE Trans. Pattern Anal. Mach. Intell., 1987

1986
Robust Estimation of Three-Dimensional Motion Parameters from a Sequence of Image Frames Using Regularization.
IEEE Trans. Pattern Anal. Mach. Intell., 1986

Detection of Intensity Changes with Subpixel Accuracy Using Laplacian-Gaussian Masks.
IEEE Trans. Pattern Anal. Mach. Intell., 1986

1985
Segment-based stereo matching.
Comput. Vis. Graph. Image Process., 1985

1984
Visual inspection using linear features.
Pattern Recognit., 1984

Matching Images Using Linear Features.
IEEE Trans. Pattern Anal. Mach. Intell., 1984

1982
Segmentation of Images Into Regions Using Edge Information.
Proceedings of the National Conference on Artificial Intelligence, 1982

1981
A systematic method to solve the Rubik's cube problem.
SIGART Newsl., 1981


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