Pfinder: Real-Time Tracking of the Human Body
IEEE Transactions on Pattern Analysis and Machine Intelligence
Improved Boosting Algorithms Using Confidence-rated Predictions
Machine Learning - The Eleventh Annual Conference on computational Learning Theory
Example-Based Object Detection in Images by Components
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Object Recognition from Local Scale-Invariant Features
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Detecting Pedestrians Using Patterns of Motion and Appearance
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Tracking Multiple Humans in Complex Situations
IEEE Transactions on Pattern Analysis and Machine Intelligence
Boosting Nested Cascade Detector for Multi-View Face Detection
ICPR '04 Proceedings of the Pattern Recognition, 17th International Conference on (ICPR'04) Volume 2 - Volume 02
Strike a Pose: Tracking People by Finding Stylized Poses
CVPR '05 Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05) - Volume 1 - Volume 01
Pedestrian Detection in Crowded Scenes
CVPR '05 Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05) - Volume 1 - Volume 01
Histograms of Oriented Gradients for Human Detection
CVPR '05 Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05) - Volume 1 - Volume 01
Using Particles to Track Varying Numbers of Interacting People
CVPR '05 Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05) - Volume 1 - Volume 01
A Statistical Field Model for Pedestrian Detection
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Simultaneous Estimation of Segmentation and Shape
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ICCV '05 Proceedings of the Tenth IEEE International Conference on Computer Vision (ICCV'05) Volume 1 - Volume 01
Vector Boosting for Rotation Invariant Multi-View Face Detection
ICCV '05 Proceedings of the Tenth IEEE International Conference on Computer Vision (ICCV'05) Volume 1 - Volume 01
Closely Coupled Object Detection and Segmentation
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Tracking of Multiple, Partially Occluded Humans based on Static Body Part Detection
CVPR '06 Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Volume 1
CVPR '06 Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Volume 1
Unsupervised Bayesian Detection of Independent Motion in Crowds
CVPR '06 Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Volume 1
Tracking of Multiple Humans in Meetings
CVPRW '06 Proceedings of the 2006 Conference on Computer Vision and Pattern Recognition Workshop
Speaker tracking in seminars by human body detection
CLEAR'06 Proceedings of the 1st international evaluation conference on Classification of events, activities and relationships
Tracking multiple humans in crowded environment
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
Human pose tracking using multi-level structured models
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part III
Detection and tracking of humans and faces
Journal on Image and Video Processing - Regular
CLEAR'07 Evaluation of USC Human Tracking System for Surveillance Videos
Multimodal Technologies for Perception of Humans
A Two-Step Approach for Detecting Individuals within Dense Crowds
AMDO '08 Proceedings of the 5th international conference on Articulated Motion and Deformable Objects
Covered body analysis in application to patient monitoring
CSTST '08 Proceedings of the 5th international conference on Soft computing as transdisciplinary science and technology
Tracking of Abrupt Motion Using Wang-Landau Monte Carlo Estimation
ECCV '08 Proceedings of the 10th European Conference on Computer Vision: Part I
New Frontiers in Applied Data Mining
International Journal of Computer Vision
Mixtures of Classifiers for Recognizing Standing and Running Pedestrians
ICCVG 2008 Proceedings of the International Conference on Computer Vision and Graphics: Revised Papers
A swarm-intelligence based algorithm for face tracking
International Journal of Intelligent Systems Technologies and Applications
High-Level Fusion of Depth and Intensity for Pedestrian Classification
Proceedings of the 31st DAGM Symposium on Pattern Recognition
A Sampling Algorithm for Occlusion Robust Multi Target Detection
AVSS '09 Proceedings of the 2009 Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance
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IVIC '09 Proceedings of the 1st International Visual Informatics Conference on Visual Informatics: Bridging Research and Practice
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Moving obstacle detection in highly dynamic scenes
ICRA'09 Proceedings of the 2009 IEEE international conference on Robotics and Automation
EuroIMSA '08 Proceedings of the IASTED International Conference on Internet and Multimedia Systems and Applications
A density-based approach for effective pedestrian counting at bus stops
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
Tracking in a Dense Crowd Using Multiple Cameras
International Journal of Computer Vision
International Journal of Computer Vision
2D-3D-based on-board pedestrian detection system
Computer Vision and Image Understanding
Human detection in a challenging situation
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Robust Pose Recognition of the Obscured Human Body
International Journal of Computer Vision
We are family: joint pose estimation of multiple persons
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part I
Multi-person tracking with sparse detection and continuous segmentation
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part I
Improving data association by joint modeling of pedestrian trajectories and groupings
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part I
Disparity statistics for pedestrian detection: combining appearance, motion and stereo
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Human tracking using convolutional neural networks
IEEE Transactions on Neural Networks
Object Detection and Tracking for Autonomous Navigation in Dynamic Environments
International Journal of Robotics Research
A heuristic deformable pedestrian detection method
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part II
Predicate Logic Based Image Grammars for Complex Pattern Recognition
International Journal of Computer Vision
Visual tracking of multiple targets by multi-bernoulli filtering of background subtracted image data
ICSI'11 Proceedings of the Second international conference on Advances in swarm intelligence - Volume Part II
Real-time people detection in videos using geometrical features and adaptive boosting
ICIAR'11 Proceedings of the 8th international conference on Image analysis and recognition - Volume Part I
Detection of human groups in videos
ACIVS'11 Proceedings of the 13th international conference on Advanced concepts for intelligent vision systems
Multi-target tracking in crowded scenes
DAGM'11 Proceedings of the 33rd international conference on Pattern recognition
A scheme for the detection and tracking of people tuned for aerial image sequences
PIA'11 Proceedings of the 2011 ISPRS conference on Photogrammetric image analysis
A Reliable People Counting System via Multiple Cameras
ACM Transactions on Intelligent Systems and Technology (TIST)
Online multiple object tracking by hierarchical association of detection responses
Proceedings of the 9th International Conference on Advances in Mobile Computing and Multimedia
Combining edge and color features for tracking partially occluded humans
ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part II
Long-View player detection framework algorithm in broadcast soccer videos
ICIC'11 Proceedings of the 7th international conference on Advanced Intelligent Computing Theories and Applications: with aspects of artificial intelligence
Real time vision based multi-person tracking for mobile robotics and intelligent vehicles
ICIRA'11 Proceedings of the 4th international conference on Intelligent Robotics and Applications - Volume Part II
Longitudinal and lateral control in automated highway systems: their past, present and future
ICIRA'11 Proceedings of the 4th international conference on Intelligent Robotics and Applications - Volume Part II
On collaborative people detection and tracking in complex scenarios
Image and Vision Computing
Scene Aware Detection and Block Assignment Tracking in crowded scenes
Image and Vision Computing
Segmentation of objects in a detection window by Nonparametric Inhomogeneous CRFs
Computer Vision and Image Understanding
Hierarchical framework for robust and fast multiple-target tracking in surveillance scenarios
Expert Systems with Applications: An International Journal
Multiple human tracking in high-density crowds
Image and Vision Computing
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part I
Monocular object detection using 3d geometric primitives
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part I
Two-granularity tracking: mediating trajectory and detection graphs for tracking under occlusions
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part V
Re-identification of pedestrians in crowds using dynamic time warping
ECCV'12 Proceedings of the 12th international conference on Computer Vision - Volume Part I
Exploiting pedestrian interaction via global optimization and social behaviors
Proceedings of the 15th international conference on Theoretical Foundations of Computer Vision: outdoor and large-scale real-world scene analysis
A unified framework for multi-target tracking and collective activity recognition
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part IV
A survey on multi person identification and localization
Proceedings of the 5th International Conference on PErvasive Technologies Related to Assistive Environments
Multi-person tracking-by-detection based on calibrated multi-camera systems
ICCVG'12 Proceedings of the 2012 international conference on Computer Vision and Graphics
Multimedia Tools and Applications
Grouping active contour fragments for object recognition
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part I
Online multi-target tracking by large margin structured learning
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part III
Robust object tracking using constellation model with superpixel
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part III
Combining fast extracted edge descriptors and feature sharing for rapid object detection
ACCV'12 Proceedings of the 11th international conference on Computer Vision - Volume 2
Identification and tracking of players in sport videos
Proceedings of the Fifth International Conference on Internet Multimedia Computing and Service
Segmentation of Pedestrians with Confidence Level Computation
Journal of Signal Processing Systems
An association-based multi-target tracking method
Proceedings of the 2013 Research in Adaptive and Convergent Systems
Tracking with a mixed continuous-discrete Conditional Random Field
Computer Vision and Image Understanding
Multi-target tracking on confidence maps: An application to people tracking
Computer Vision and Image Understanding
Tracking-by-detection of multiple persons by a resample-move particle filter
Machine Vision and Applications
Scene transformation for detector adaptation
Pattern Recognition Letters
Robotics and Autonomous Systems
Machine Vision and Applications
Fast background subtraction using static and dynamic gates
Artificial Intelligence Review
Editor's Choice Article: A survey of approaches and trends in person re-identification
Image and Vision Computing
Online parameter tuning for object tracking algorithms
Image and Vision Computing
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Detection and tracking of humans in video streams is important for many applications. We present an approach to automatically detect and track multiple, possibly partially occluded humans in a walking or standing pose from a single camera, which may be stationary or moving. A human body is represented as an assembly of body parts. Part detectors are learned by boosting a number of weak classifiers which are based on edgelet features. Responses of part detectors are combined to form a joint likelihood model that includes an analysis of possible occlusions. The combined detection responses and the part detection responses provide the observations used for tracking. Trajectory initialization and termination are both automatic and rely on the confidences computed from the detection responses. An object is tracked by data association and meanshift methods. Our system can track humans with both inter-object and scene occlusions with static or non-static backgrounds. Evaluation results on a number of images and videos and comparisons with some previous methods are given.