Mean Shift: A Robust Approach Toward Feature Space Analysis
IEEE Transactions on Pattern Analysis and Machine Intelligence
Color-Based Probabilistic Tracking
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part I
Color Texture-Based Object Detection: An Application to License Plate Localization
SVM '02 Proceedings of the First International Workshop on Pattern Recognition with Support Vector Machines
Proceedings of the 24th DAGM Symposium on Pattern Recognition
Head tracking using shapes and adaptive color histograms
Journal of Computer Science and Technology
IEEE Transactions on Pattern Analysis and Machine Intelligence
A computer vision based human-robot interface
Autonomous robotic systems
Multi-Modal Face Tracking Using Bayesian Network
AMFG '03 Proceedings of the IEEE International Workshop on Analysis and Modeling of Faces and Gestures
IEEE Transactions on Pattern Analysis and Machine Intelligence
A perceptual user interface for recognizing head gesture acknowledgements
Proceedings of the 2001 workshop on Perceptive user interfaces
The Extension of Statistical Face Detection to Face Tracking
CRV '04 Proceedings of the 1st Canadian Conference on Computer and Robot Vision
Differential video coding of face and gesture events in presentation videos
Computer Vision and Image Understanding - Special issue on event detection in video
Adaptive Tracking of Non-Rigid Objects Based on Color Histograms and Automatic Parameter Selection
WACV-MOTION '05 Proceedings of the IEEE Workshop on Motion and Video Computing (WACV/MOTION'05) - Volume 2 - Volume 02
Online Selection of Discriminative Tracking Features
IEEE Transactions on Pattern Analysis and Machine Intelligence
Critical video quality for distributed automated video surveillance
Proceedings of the 13th annual ACM international conference on Multimedia
Tracking of deformable human hand in real time as continuous input for gesture-based interaction
Proceedings of the 12th international conference on Intelligent user interfaces
A robust method for detecting facial orientation in infrared images
Pattern Recognition
Robust tracking with motion estimation and local Kernel-based color modeling
Image and Vision Computing
Synchronized background music generation for video
Proceedings of the international conference on Advances in computer entertainment technology
Robust template tracking with drift correction
Pattern Recognition Letters
AFRIGRAPH '07 Proceedings of the 5th international conference on Computer graphics, virtual reality, visualisation and interaction in Africa
Mixed-Reality Simulation of Minimally Invasive Surgeries
IEEE MultiMedia
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
An EM/E-MRF algorithm for adaptive model based tracking in extremely poor visibility
Image and Vision Computing
Generalizing the Lucas-Kanade algorithm for histogram-based tracking
Pattern Recognition Letters
On Signature Invariants for Effective Motion Trajectory Recognition
International Journal of Robotics Research
Hands-free vision-based interface for computer accessibility
Journal of Network and Computer Applications
Real-Time Facial Expression Recognition for Natural Interaction
IbPRIA '07 Proceedings of the 3rd Iberian conference on Pattern Recognition and Image Analysis, Part II
Neural Network Based Visual Tracking with Multi-cue Adaptive Fusion
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks, Part III
Background Subtraction Based on Local Orientation Histogram
APCHI '08 Proceedings of the 8th Asia-Pacific conference on Computer-Human Interaction
Vision Based Pose Recognition in Video Game
Edutainment '08 Proceedings of the 3rd international conference on Technologies for E-Learning and Digital Entertainment
Teaching robot companions: the role of scaffolding and event structuring
Connection Science - Social Learning in Embodied Agents
VNBA '08 Proceedings of the 1st ACM workshop on Vision networks for behavior analysis
A motion observable representation using color correlogram and its applications to tracking
Computer Vision and Image Understanding
CamShift guided particle filter for visual tracking
Pattern Recognition Letters
Timed trajectory generation using dynamical systems: Application to a Puma arm
Robotics and Autonomous Systems
Approximate Bayesian methods for kernel-based object tracking
Computer Vision and Image Understanding
Robust Surveillance on Compressed Video: Uniform Performance from High to Low Bitrates
AVSS '09 Proceedings of the 2009 Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance
Camera-based OBDP locomotion system
Proceedings of the 16th ACM Symposium on Virtual Reality Software and Technology
Multimodal Speaker Recognition in a Conversation Scenario
ICVS '09 Proceedings of the 7th International Conference on Computer Vision Systems: Computer Vision Systems
Using physics engines to track objects in images
ISBI'09 Proceedings of the Sixth IEEE international conference on Symposium on Biomedical Imaging: From Nano to Macro
Adaptive mean-shift tracking with auxiliary particles
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Rapid and precise object detection based on color histograms and adaptive bandwidth mean shift
IROS'09 Proceedings of the 2009 IEEE/RSJ international conference on Intelligent robots and systems
Online adaptive radial basis function networks for robust object tracking
Computer Vision and Image Understanding
Human face processing with 1.5D models
AMFG'07 Proceedings of the 3rd international conference on Analysis and modeling of faces and gestures
Discriminative mean shift tracking with auxiliary particles
ACCV'07 Proceedings of the 8th Asian conference on Computer vision - Volume Part I
Learning-based object tracking using boosted features and appearance-adaptive models
ACIVS'07 Proceedings of the 9th international conference on Advanced concepts for intelligent vision systems
Object tracking based on parzen particle filter using multiple cues
PCM'07 Proceedings of the multimedia 8th Pacific Rim conference on Advances in multimedia information processing
Journal of Network and Computer Applications
Better computer vision under video compression, an example using mean shift tracking
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Human limb motion real-time tracking based on camshift for intelligent rehabilitation system
ROBIO'09 Proceedings of the 2009 international conference on Robotics and biomimetics
Tracking people in video sequences using multiple models
Multimedia Tools and Applications
On-line feature enhancement for adaptive object tracking
CAR'10 Proceedings of the 2nd international Asia conference on Informatics in control, automation and robotics - Volume 1
Moving target tracking and measurement with a binocular vision system
International Journal of Computer Applications in Technology
Target tracking for mobile robot platforms via object matching and background anti-matching
Robotics and Autonomous Systems
Combined feature evaluation for adaptive visual object tracking
Computer Vision and Image Understanding
HBU'10 Proceedings of the First international conference on Human behavior understanding
Visual attention based motion object detection and trajectory tracking
PCM'10 Proceedings of the Advances in multimedia information processing, and 11th Pacific Rim conference on Multimedia: Part II
Tree-based overlay networks for scalable applications
IPDPS'06 Proceedings of the 20th international conference on Parallel and distributed processing
Features extraction from hand images based on new detection operators
Pattern Recognition
Online learning from local features for video-based face recognition
Pattern Recognition
A spatio-spectral algorithm for robust and scalable object tracking in videos
ISVC'10 Proceedings of the 6th international conference on Advances in visual computing - Volume Part III
Probabilistic tracking in joint feature-spatial spaces
CVPR'03 Proceedings of the 2003 IEEE computer society conference on Computer vision and pattern recognition
Visual object tracking via sample-based Adaptive Sparse Representation (AdaSR)
Pattern Recognition
Video quality for face detection, recognition, and tracking
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
An adaptive gradient enhanced texture based tracking algorithm for video monitoring applications
Transactions on edutainment VI
Kernel based visual tracking with reasoning about adaptive distribution image
AICI'11 Proceedings of the Third international conference on Artificial intelligence and computational intelligence - Volume Part III
Adaptive facial expression recognition using inter-modal top-down context
ICMI '11 Proceedings of the 13th international conference on multimodal interfaces
Spatial color histogram based center voting method for subsequent object tracking and segmentation
Image and Vision Computing
Context-Based gesture recognition
CIARP'06 Proceedings of the 11th Iberoamerican conference on Progress in Pattern Recognition, Image Analysis and Applications
Active shape model based segmentation and tracking of facial regions in color images
ICIAR'06 Proceedings of the Third international conference on Image Analysis and Recognition - Volume Part I
Object tracking using discriminative feature selection
ACIVS'06 Proceedings of the 8th international conference on Advanced Concepts For Intelligent Vision Systems
Camshift-based tracking in joint color-spatial spaces
CAIP'05 Proceedings of the 11th international conference on Computer Analysis of Images and Patterns
Towards hands-free interfaces based on real-time robust facial gesture recognition
AMDO'06 Proceedings of the 4th international conference on Articulated Motion and Deformable Objects
Online selection of discriminative features using bayes error rate for visual tracking
PCM'06 Proceedings of the 7th Pacific Rim conference on Advances in Multimedia Information Processing
Feature-based synchronization of video and background music
IWICPAS'06 Proceedings of the 2006 Advances in Machine Vision, Image Processing, and Pattern Analysis international conference on Intelligent Computing in Pattern Analysis/Synthesis
Mean-Shift object tracking with a novel back-projection calculation method
ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part I
Mobile video surveillance systems: an architectural overview
Mobile Multimedia Processing
Reducing frame rate for object tracking
MMM'10 Proceedings of the 16th international conference on Advances in Multimedia Modeling
Robust decentralized multi-model adaptive template tracking
Pattern Recognition
An improved camshift-based particle filter algorithm for face tracking
IScIDE'11 Proceedings of the Second Sino-foreign-interchange conference on Intelligent Science and Intelligent Data Engineering
Proceedings of the 2012 ACM Research in Applied Computation Symposium
CameraMatch: automatic recognition of subjects using smartphones-toward entertaining photo sessions
CHI '13 Extended Abstracts on Human Factors in Computing Systems
A survey of appearance models in visual object tracking
ACM Transactions on Intelligent Systems and Technology (TIST) - Survey papers, special sections on the semantic adaptive social web, intelligent systems for health informatics, regular papers
Background modeling methods for visual detection of maritime targets
Proceedings of the 4th ACM/IEEE international workshop on Analysis and retrieval of tracked events and motion in imagery stream
A new approach for adaptive background object tracking based on Kalman filter and mean shift
Proceedings of the 2013 Research in Adaptive and Convergent Systems
Robust hand tracking in realtime using a single head-mounted RGB camera
HCI'13 Proceedings of the 15th international conference on Human-Computer Interaction: interaction modalities and techniques - Volume Part IV
Object tracking from image sequences using adaptive models in fuzzy particle filter
Information Sciences: an International Journal
A proposed FPGA architecture for mean shift based object tracking with bandwidth constrained sensors
International Journal of Intelligent Systems Technologies and Applications
Integrated Computer-Aided Engineering
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As a step towards a perceptual user interface, an objecttracking algorithm is developed and demonstratedtracking human faces. Computer vision algorithms that areintended to form part of a perceptual user interface mustbe fast and efficient. They must be able to track in realtime and yet not absorb a major share of computationalresources. An efficient, new algorithm is described herebased on the mean shift algorithm. The mean shiftalgorithm robustly finds the mode (peak) of probabilitydistributions. We first describe histogram based methodsof producing object probability distributions. In our case,we want to track the mode of an object's probabilitydistribution within a video scene. Since the probabilitydistribution of the object can change and movedynamically in time, the mean shift algorithm is modifiedto deal with dynamically changing probabilitydistributions. The modified algorithm is called theContinuously Adaptive Mean Shift (CAMSHIFT)algorithm. CAMSHIFT is then used as an interface forgames and graphics.