Stan Sclaroff

According to our database1, Stan Sclaroff authored at least 171 papers between 1990 and 2019.

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Bibliography

2019
Hashing with Mutual Information.
IEEE Trans. Pattern Anal. Mach. Intell., 2019

Generalized Majorization-Minimization.
Proceedings of the 36th International Conference on Machine Learning, 2019

Affect-driven Learning Outcomes Prediction in Intelligent Tutoring Systems.
Proceedings of the 14th IEEE International Conference on Automatic Face & Gesture Recognition, 2019

Multilevel Language and Vision Integration for Text-to-Clip Retrieval.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Visual Saliency: From Pixel-Level to Object-Level Analysis
Springer, ISBN: 978-3-030-04830-3, 2019

2018
Top-Down Neural Attention by Excitation Backprop.
International Journal of Computer Vision, 2018

Space-Time Tree Ensemble for Action Recognition and Localization.
International Journal of Computer Vision, 2018

Predicting Foreground Object Ambiguity and Efficiently Crowdsourcing the Segmentation(s).
International Journal of Computer Vision, 2018

Context-Sensitive Prediction of Facial Expressivity Using Multimodal Hierarchical Bayesian Neural Networks.
Proceedings of the 13th IEEE International Conference on Automatic Face & Gesture Recognition, 2018

Hashing with Binary Matrix Pursuit.
Proceedings of the Computer Vision - ECCV 2018, 2018

Excitation Backprop for RNNs.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Local Descriptors Optimized for Average Precision.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Hashing as Tie-Aware Learning to Rank.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017
Do less and achieve more: Training CNNs for action recognition utilizing action images from the Web.
Pattern Recognition, 2017

Comparing random forest approaches to segmenting and classifying gestures.
Image Vision Comput., 2017

Online supervised hashing.
Computer Vision and Image Understanding, 2017

MIHash: Online Hashing with Mutual Information.
Proceedings of the IEEE International Conference on Computer Vision, 2017

The Boolean Map Distance: Theory and Efficient Computation.
Proceedings of the Discrete Geometry for Computer Imagery, 2017

Personalizing Gesture Recognition Using Hierarchical Bayesian Neural Networks.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016
Exploiting Surroundedness for Saliency Detection: A Boolean Map Approach.
IEEE Trans. Pattern Anal. Mach. Intell., 2016

Poselet-Based Contextual Rescoring for Human Pose Estimation via Pictorial Structures.
International Journal of Computer Vision, 2016

Discovering useful parts for pose estimation in sparsely annotated datasets.
Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016

Differential Geometric Regularization for Supervised Learning of Classifiers.
Proceedings of the 33nd International Conference on Machine Learning, 2016

Top-Down Neural Attention by Excitation Backprop.
Proceedings of the Computer Vision - ECCV 2016, 2016

Unconstrained Salient Object Detection via Proposal Subset Optimization.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Learning Activity Progression in LSTMs for Activity Detection and Early Detection.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015
Hankelet-based dynamical systems modeling for 3D action recognition.
Image Vision Comput., 2015

Image-based Ear Biometric Smartphone App for Patient Identification in Field Settings.
Proceedings of the VISAPP 2015, 2015

Online supervised hashing.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Minimum Barrier Salient Object Detection at 80 FPS.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Adaptive Hashing for Fast Similarity Search.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

A random forest approach to segmenting and classifying gestures.
Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015

Salient Object Subitizing.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Space-time tree ensemble for action recognition.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014
Best of Automatic Face and Gesture Recognition 2013.
Image Vision Comput., 2014

3D pose estimation of bats in the wild.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014

Supervised hashing with error correcting codes.
Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

A Bayesian Framework for Online Classifier Ensemble.
Proceedings of the 31th International Conference on Machine Learning, 2014

MEEM: Robust Tracking via Multiple Experts Using Entropy Minimization.
Proceedings of the Computer Vision - ECCV 2014, 2014

Parameterizing Object Detectors in the Continuous Pose Space.
Proceedings of the Computer Vision - ECCV 2014, 2014

Adaptive Structured Pooling for Action Recognition.
Proceedings of the British Machine Vision Conference, 2014

Contextual Rescoring for Human Pose Estimation.
Proceedings of the British Machine Vision Conference, 2014

Gesture Modeling by Hanklet-Based Hidden Markov Model.
Proceedings of the Computer Vision - ACCV 2014, 2014

2013
Fast vision-based scene modeling for augmented reality in unprepared man-made environments.
JAISE, 2013

ChaLearn multi-modal gesture recognition 2013: grand challenge and workshop summary.
Proceedings of the 2013 International Conference on Multimodal Interaction, 2013

Joint Alignment and Modeling of Correlated Behavior Streams.
Proceedings of the 2013 IEEE International Conference on Computer Vision Workshops, 2013

Saliency Detection: A Boolean Map Approach.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Action Recognition and Localization by Hierarchical Space-Time Segments.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Randomized Ensemble Tracking.
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

2012
Event prediction in a hybrid camera network.
TOSN, 2012

Path Modeling and Retrieval in Distributed Video Surveillance Databases.
IEEE Trans. Multimedia, 2012

Web-Based Classifiers for Human Action Recognition.
IEEE Trans. Multimedia, 2012

Divide, Conquer and Coordinate: Globally Coordinated Switching Linear Dynamical System.
IEEE Trans. Pattern Anal. Mach. Intell., 2012

Detecting Reduplication in Videos of American Sign Language.
Proceedings of the Eighth International Conference on Language Resources and Evaluation, 2012

Unsupervised Learning of Discriminative Relative Visual Attributes.
Proceedings of the Computer Vision - ECCV 2012. Workshops and Demonstrations, 2012

Contextual Object Detection Using Set-Based Classification.
Proceedings of the Computer Vision - ECCV 2012, 2012

Coupling detection and data association for multiple object tracking.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Scale resilient, rotation invariant articulated object matching.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

People in Motion: Pose, Action and Communication.
Proceedings of the British Machine Vision Conference, 2012

Online Multi-person Tracking by Tracker Hierarchy.
Proceedings of the Ninth IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2012

2011
Learning a Family of Detectors via Multiplicative Kernels.
IEEE Trans. Pattern Anal. Mach. Intell., 2011

Layered Graphical Models for Tracking Partially Occluded Objects.
IEEE Trans. Pattern Anal. Mach. Intell., 2011

Real-time structure and motion recovery from two views of a multiplanar scene.
Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011

Learning parameterized histogram kernels on the simplex manifold for image and action classification.
Proceedings of the IEEE International Conference on Computer Vision, 2011

Exploiting phonological constraints for handshape inference in ASL video.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

Scale and rotation invariant matching using linearly augmented trees.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

2010
Matching Trajectories between Video Sequences by Exploiting a Sparse Projective Invariant Representation.
IEEE Trans. Pattern Anal. Mach. Intell., 2010

3D Human Motion Tracking with a Coordinated Mixture of Factor Analyzers.
International Journal of Computer Vision, 2010

Object Recognition and Localization Via Spatial Instance Embedding.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Fast Multi-aspect 2D Human Detection.
Proceedings of the Computer Vision, 2010

Object, Scene and Actions: Combining Multiple Features for Human Action Recognition.
Proceedings of the Computer Vision, 2010

Fast globally optimal 2D human detection with loopy graph models.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

2009
Sign Language Spotting with a Threshold Model Based on Conditional Random Fields.
IEEE Trans. Pattern Anal. Mach. Intell., 2009

A Unified Framework for Gesture Recognition and Spatiotemporal Gesture Segmentation.
IEEE Trans. Pattern Anal. Mach. Intell., 2009

Mining frequent arrangements of temporal intervals.
Knowl. Inf. Syst., 2009

Object Matching in Distributed Video Surveillance Systems by LDA-Based Appearance Descriptors.
Proceedings of the Image Analysis and Processing, 2009

Is a detector only good for detection?
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

Learning actions from the Web.
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

An alignment based similarity measure for hand detection in cluttered sign language video.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2009

Reducing JointBoost-based multiclass classification to proximity search.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

2008
Detecting Objects of Variable Shape Structure With Hidden State Shape Models.
IEEE Trans. Pattern Anal. Mach. Intell., 2008

BoostMap: An Embedding Method for Efficient Nearest Neighbor Retrieval.
IEEE Trans. Pattern Anal. Mach. Intell., 2008

Translation and scale-invariant gesture recognition in complex scenes.
Proceedings of the 1st ACM International Conference on Pervasive Technologies Related to Assistive Environments, 2008

Benchmark Databases for Video-Based Automatic Sign Language Recognition.
Proceedings of the International Conference on Language Resources and Evaluation, 2008

Tracking with Dynamic Hidden-State Shape Models.
Proceedings of the Computer Vision, 2008

Multiplicative kernels: Object detection, segmentation and pose estimation.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

The American Sign Language Lexicon Video Dataset.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2008

Layered graphical models for tracking partially-occluded objects.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

2007
Simultaneous Learning of Nonlinear Manifold and Dynamical Models for High-dimensional Time Series.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

ClassMap: Efficient Multiclass Recognition via Embeddings.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Parameter Sensitive Detectors.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

2006
Combining Generative and Discriminative Models in a Framework for Articulated Pose Estimation.
International Journal of Computer Vision, 2006

Automated camera layout to satisfy task-specific and floor plan-specific coverage requirements.
Computer Vision and Image Understanding, 2006

Monocular Tracking of 3D Human Motion with a Coordinated Mixture of Factor Analyzers.
Proceedings of the Computer Vision, 2006

Detecting Instances of Shape Classes That Exhibit Variable Structure.
Proceedings of the Computer Vision, 2006

2005
Automatic 2D Hand Tracking in Video Sequences.
Proceedings of the 7th IEEE Workshop on Applications of Computer Vision / IEEE Workshop on Motion and Video Computing (WACV/MOTION 2005), 2005

Handsignals Recognition From Video Using 3D Motion Capture Data.
Proceedings of the 7th IEEE Workshop on Applications of Computer Vision / IEEE Workshop on Motion and Video Computing (WACV/MOTION 2005), 2005

Periodic Motion Detection and Estimation via Space-Time Sampling.
Proceedings of the 7th IEEE Workshop on Applications of Computer Vision / IEEE Workshop on Motion and Video Computing (WACV/MOTION 2005), 2005

Multi-Scale 3D Scene Flow from Binocular Stereo Sequences.
Proceedings of the 7th IEEE Workshop on Applications of Computer Vision / IEEE Workshop on Motion and Video Computing (WACV/MOTION 2005), 2005

Simultaneous Localization and Recognition of Dynamic Hand Gestures.
Proceedings of the 7th IEEE Workshop on Applications of Computer Vision / IEEE Workshop on Motion and Video Computing (WACV/MOTION 2005), 2005

Query-Sensitive Embeddings.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2005

Discovering Frequent Arrangements of Temporal Intervals.
Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 2005

Tracking, Analysis, and Recognition of Human Gestures in Video.
Proceedings of the Eighth International Conference on Document Analysis and Recognition (ICDAR 2005), 29 August, 2005

Online and Offline Character Recognition Using Alignment to Prototypes.
Proceedings of the Eighth International Conference on Document Analysis and Recognition (ICDAR 2005), 29 August, 2005

Accurate and Efficient Gesture Spotting via Pruning and Subgesture Reasoning.
Proceedings of the Computer Vision in Human-Computer Interaction, 2005

Face Identification by a Cascade of Rejection Classifiers.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2005

Articulated Pose Estimation in a Learned Smooth Space of Feasible Solutions.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2005

Boosting nearest neighbor classifiers for multiclass recognition.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2005

Efficient Nearest Neighbor Classification Using a Cascade of Approximate Similarity Measures.
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

An Invariant Representation for Matching Trajectories Across Uncalibrated Video Streams.
Proceedings of the Image and Video Retrieval, 4th International Conference, 2005

View registration using interesting segments of planar trajectories.
Proceedings of the Advanced Video and Signal Based Surveillance, 2005

Look there! Predicting where to look for motion in an active camera network.
Proceedings of the Advanced Video and Signal Based Surveillance, 2005

2004
Skin Color-Based Video Segmentation under Time-Varying Illumination.
IEEE Trans. Pattern Anal. Mach. Intell., 2004

Deformable model-guided region split and merge of image regions.
Image Vision Comput., 2004

Fully automatic, real-time detection of facial gestures from generic video.
Proceedings of the IEEE 6th Workshop on Multimedia Signal Processing, 2004

Extraction and Clustering of Motion Trajectories in Video.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

BoostMap: A Method for Efficient Approximate Similarity Rankings.
Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004

2003
Active blobs: region-based, deformable appearance models.
Computer Vision and Image Understanding, 2003

A framework for heading-guided recognition of human activity.
Computer Vision and Image Understanding, 2003

Segmenting Foreground Objects from a Dynamic Textured Background via a Robust Kalman Filter.
Proceedings of the 9th IEEE International Conference on Computer Vision (ICCV 2003), 2003

Stochastic Refinement of the Visual Hull to Satisfy Photometric and Silhouette Consistency Constraints.
Proceedings of the 9th IEEE International Conference on Computer Vision (ICCV 2003), 2003

Database Indexing Methods for 3D Hand Pose Estimation.
Proceedings of the Gesture-Based Communication in Human-Computer Interaction, 2003

Estimating 3D Hand Pose from a Cluttered Image.
Proceedings of the 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2003), 2003

Discovering Clusters in Motion Time-Series Data.
Proceedings of the 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2003), 2003

2002
Index trees for accelerating deformable template matching.
Pattern Recognition Letters, 2002

Automatic Detection of Relevant Head Gestures in American Sign Language Communication.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Algorithms for Inference in Specialized Maps for Recovering 3D Hand Pose.
Proceedings of the 5th IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2002), 2002

An Appearance-Based Framework for 3D Hand Shape Classification and Camera Viewpoint Estimation.
Proceedings of the 5th IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2002), 2002

Surface Reconstruction from Multiple Views using Rational B-Splines and Knot Insertion.
Proceedings of the 1st International Symposium on 3D Data Processing Visualization and Transmission (3DPVT 2002), 2002

Stochastic Mesh-Based Multiview Reconstruction.
Proceedings of the 1st International Symposium on 3D Data Processing Visualization and Transmission (3DPVT 2002), 2002

2001
Mix and Match Features in the ImageRover Search Engine.
Proceedings of the Principles of Visual Information Retrieval, 2001

Corrections to 'Deformable Shape Detection and Description via Model-Based Region Grouping'.
IEEE Trans. Pattern Anal. Mach. Intell., 2001

Deformable Shape Detection and Description via Model-Based Region Grouping.
IEEE Trans. Pattern Anal. Mach. Intell., 2001

Learning Body Pose via Specialized Maps.
Proceedings of the Advances in Neural Information Processing Systems 14 [Neural Information Processing Systems: Natural and Synthetic, 2001

Motion Mining.
Proceedings of the Multimedia Databases and Image Communication, 2001

Shape-Guided Split and Merge of Image Regions.
Proceedings of the Visual Form 2001, 4th International Workshop on Visual Form, 2001

Medical image segmentation and retrieval via deformable models.
Proceedings of the 2001 International Conference on Image Processing, 2001

3D Hand Pose Reconstruction Using Specialized Mappings.
Proceedings of the Eighth International Conference On Computer Vision (ICCV-01), Vancouver, British Columbia, Canada, July 7-14, 2001, 2001

Region Segmentation via Deformable Model-Guided Split and Merge.
Proceedings of the Eighth International Conference On Computer Vision (ICCV-01), Vancouver, British Columbia, Canada, July 7-14, 2001, 2001

Motion Mining: Discovering Spatio-Temporal Patterns in Databases of Human Motion.
Proceedings of the 2001 ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery, 2001

Estimating 3D Body Pose using Uncalibrated Cameras.
Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001

2000
Fast, Reliable Head Tracking under Varying Illumination: An Approach Based on Registration of Texture-Mapped 3D Models.
IEEE Trans. Pattern Anal. Mach. Intell., 2000

Specialized Mappings and the Estimation of Human Body Pose from a Single Image.
Proceedings of the Workshop on Human Motion, 2000

Learning and Synthesizing Human Body Motion and Posture.
Proceedings of the 4th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2000), 2000

Estimation and Prediction of Evolving Color Distributions for Skin Segmentation under Varying Illumination.
Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000

Inferring Body Pose without Tracking Body Parts.
Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000

Recursive Estimation of Motion and Planar Structure.
Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000

1999
Unifying Textual and Visual Cues for Content-Based Image Retrieval on the World Wide Web.
Computer Vision and Image Understanding, 1999

Automatic Deformable Shape Segmentation for Image Database Search Applications.
Proceedings of the Visual Information and Information Systems, 1999

3D Trajectory Recovery for Tracking Multiple Objects and Trajectory Guided Recognition of Actions.
Proceedings of the 1999 Conference on Computer Vision and Pattern Recognition (CVPR '99), 1999

Deformable Shape Detection and Description via Model-Based Region.
Proceedings of the 1999 Conference on Computer Vision and Pattern Recognition (CVPR '99), 1999

Fast, Reliable Head Tracking under Varying Illumination.
Proceedings of the 1999 Conference on Computer Vision and Pattern Recognition (CVPR '99), 1999

1998
Distance to Deformable Prototypes: Encoding Shape Categories for Efficient Search.
Proceedings of the Image Databases and Multi-Media Search, 1998

Characterization of Neuropathological Shape Deformations.
IEEE Trans. Pattern Anal. Mach. Intell., 1998

Active Blobs.
Proceedings of the Procedings of the Sixth International Conference on Computer Vision (ICCV-98), 1998

Head Tracking via Robust Registration in Texture Map Images.
Proceedings of the 1998 Conference on Computer Vision and Pattern Recognition (CVPR '98), 1998

Active Voodoo Dolls: A Vision Based Input Device for Nonrigid Control.
Proceedings of the Computer Animation 1998, 1998

1997
Deformable prototypes for encoding shape categories in image databases.
Pattern Recognition, 1997

1996
Photobook: Content-based manipulation of image databases.
International Journal of Computer Vision, 1996

1995
Modal Matching for Correspondence and Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 1995

1994
Photobook: Tools for Content-Based Manipulation of Image Databases.
Proceedings of the Storage and Retrieval for Image and Video Databases II, 1994

Modal Representations.
Proceedings of the Object Representation in Computer Vision, 1994

Object representation for object recognition.
Proceedings of the Conference on Computer Vision and Pattern Recognition, 1994

Visually guided animation.
Proceedings of the Computer Animation 1994, 1994

1993
A modal framework for correspondence and description.
Proceedings of the Fourth International Conference on Computer Vision, 1993

1992
A Unified Approach for Physical and Geometric Modeling for Graphics and Animation.
Comput. Graph. Forum, 1992

1991
Closed-Form Solutions for Physically Based Shape Modeling and Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 1991

Generalized implicit functions for computer graphics.
Proceedings of the 18th Annual Conference on Computer Graphics and Interactive Techniques, 1991

Closed-form solutions for physically-based shape modeling and recognition.
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1991

1990
Segmentation by minimal description.
Proceedings of the Third International Conference on Computer Vision, 1990


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