Estimation of Object Motion Parameters from Noisy Images
IEEE Transactions on Pattern Analysis and Machine Intelligence
Constraints on deformable models: recovering 3D shape and nongrid motion
Artificial Intelligence
Fronts propagating with curvature-dependent speed: algorithms based on Hamilton-Jacobi formulations
Journal of Computational Physics
Motion detection in spatio-temporal space
Computer Vision, Graphics, and Image Processing
Introduction to algorithms
On active contour models and balloons
CVGIP: Image Understanding
Robust model-based motion tracking through the integration of search and estimation
International Journal of Computer Vision
Computing minimal surfaces via level set curvature flow
Journal of Computational Physics
Model-based object tracking in monocular image sequences of road traffic scenes
International Journal of Computer Vision
Region-based tracking using affine motion models in long image sequences
CVGIP: Image Understanding
Robust multiple car tracking with occlusion reasoning
ECCV '94 Proceedings of the third European conference on Computer vision (vol. 1)
Motion boundary detection in image sequences by local stochastic tests
ECCV '94 Proceedings of the third European conference on Computer Vision (Vol. II)
Shape Modeling with Front Propagation: A Level Set Approach
IEEE Transactions on Pattern Analysis and Machine Intelligence
A fast level set method for propagating interfaces
Journal of Computational Physics
SIAM Journal on Numerical Analysis
Tracking Deformable Objects in the Plane Using an Active Contour Model
IEEE Transactions on Pattern Analysis and Machine Intelligence
Multimodal Estimation of Discontinuous Optical Flow using Markov Random Fields
IEEE Transactions on Pattern Analysis and Machine Intelligence
Combining Intensity and Motion for Incremental Segmentation and Tracking Over Long Image Sequences
ECCV '92 Proceedings of the Second European Conference on Computer Vision
Contour Tracking by Stochastic Propagation of Conditional Density
ECCV '96 Proceedings of the 4th European Conference on Computer Vision-Volume I - Volume I
3-D model-based tracking of humans in action: a multi-view approach
CVPR '96 Proceedings of the 1996 Conference on Computer Vision and Pattern Recognition (CVPR '96)
Gradient flows and geometric active contour models
ICCV '95 Proceedings of the Fifth International Conference on Computer Vision
Region tracking through image sequences
ICCV '95 Proceedings of the Fifth International Conference on Computer Vision
Model-based tracking of self-occluding articulated objects
ICCV '95 Proceedings of the Fifth International Conference on Computer Vision
ICCV '95 Proceedings of the Fifth International Conference on Computer Vision
A PDE-Based Level-Set Approach for Detection and Tracking of Moving Objects
ICCV '98 Proceedings of the Sixth International Conference on Computer Vision
Variational principles, surface evolution, PDEs, level set methods, and the stereo problem
IEEE Transactions on Image Processing
IEEE Transactions on Pattern Analysis and Machine Intelligence
Object Tracking Using Deformable Templates
IEEE Transactions on Pattern Analysis and Machine Intelligence
Motion-based segmentation and contour-based classification of video objects
MULTIMEDIA '01 Proceedings of the ninth ACM international conference on Multimedia
Geodesic Active Regions and Level Set Methods for Supervised Texture Segmentation
International Journal of Computer Vision
Velocity-Guided Tracking of Deformable Contours in Three Dimensional Space
International Journal of Computer Vision
Region Tracking via Level Set PDEs without Motion Computation
IEEE Transactions on Pattern Analysis and Machine Intelligence
A fast level set method for segmentation of low contrast noisy biomedical images
Pattern Recognition Letters
Video segmentation using fast marching and region growing algorithms
EURASIP Journal on Applied Signal Processing - Image analysis for multimedia interactive services - part I
International Journal of Computer Vision
Regularized Laplacian Zero Crossings as Optimal Edge Integrators
International Journal of Computer Vision
Automatic Detection and Tracking of Human Motion with a View-Based Representation
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part I
DEFORMOTION: Deforming Motion, Shape Average and the Joint Registration and Segmentation of Images
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part III
Fast Implicit Active Contour Models
Proceedings of the 24th DAGM Symposium on Pattern Recognition
Boundary extraction in thermal images by edge map
Proceedings of the 2004 ACM symposium on Applied computing
Contour-Based Object Tracking with Occlusion Handling in Video Acquired Using Mobile Cameras
IEEE Transactions on Pattern Analysis and Machine Intelligence
Improving Performance of Distribution Tracking through Background Mismatch
IEEE Transactions on Pattern Analysis and Machine Intelligence
Region Tracking via HMMF in Joint Feature-Spatial Space
WACV-MOTION '05 Proceedings of the IEEE Workshop on Motion and Video Computing (WACV/MOTION'05) - Volume 2 - Volume 02
Motion Competition: A Variational Approach to Piecewise Parametric Motion Segmentation
International Journal of Computer Vision
Geodesic active regions and level set methods for motion estimation and tracking
Computer Vision and Image Understanding
Hardware implementation of optical flow constraint equation using FPGAs
Computer Vision and Image Understanding
Coupled Parametric Active Contours
IEEE Transactions on Pattern Analysis and Machine Intelligence
G-wire: A livewire segmentation algorithm based on a generalized graph formulation
Pattern Recognition Letters
Segmentation of tissue boundary evolution from brain MR image sequences using multi-phase level sets
Computer Vision and Image Understanding
An a contrario Decision Framework for Region-Based Motion Detection
International Journal of Computer Vision
Computer Vision and Image Understanding
Object based segmentation of video using variational level sets
Machine Graphics & Vision International Journal
ACM Computing Surveys (CSUR)
Moving object tracking under varying illumination conditions
Pattern Recognition Letters
Affine and projective active contour models
Pattern Recognition
Accurate object contour tracking based on boundary edge selection
Pattern Recognition
Weighted Minimal Hypersurface Reconstruction
IEEE Transactions on Pattern Analysis and Machine Intelligence
Tracking Deforming Objects Using Particle Filtering for Geometric Active Contours
IEEE Transactions on Pattern Analysis and Machine Intelligence
Video segmentation using fast marching and region growing algorithms
EURASIP Journal on Applied Signal Processing
A feedback-based algorithm for motion analysis with application to object tracking
EURASIP Journal on Applied Signal Processing
Rule-driven object tracking in clutter and partial occlusion with model-based snakes
EURASIP Journal on Applied Signal Processing
Foundations and Trends® in Computer Graphics and Vision
Motion representation using composite energy features
Pattern Recognition
Topological control of level set method depending on topology constraints
Pattern Recognition Letters
Dynamic Shape and Appearance Modeling via Moving and Deforming Layers
International Journal of Computer Vision
Anisotropic virtual electric field for active contours
Pattern Recognition Letters
Model based human motion tracking using probability evolutionary algorithm
Pattern Recognition Letters
Nonlinear Dynamical Shape Priors for Level Set Segmentation
Journal of Scientific Computing
Extraction and temporal segmentation of multiple motion trajectories in human motion
Image and Vision Computing
International Journal of Computer Vision
Contour Extraction Algorithm Using a Robust Neural Network
ICCS '07 Proceedings of the 7th international conference on Computational Science, Part IV: ICCS 2007
Driver Assistance System Based on Monocular Vision
IEA/AIE '08 Proceedings of the 21st international conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems: New Frontiers in Applied Artificial Intelligence
An extension of min/max flow framework
Image and Vision Computing
Estimation of Initial Contour Based on Edge Background Subtraction for Self-affine Mapping System
KES '07 Knowledge-Based Intelligent Information and Engineering Systems and the XVII Italian Workshop on Neural Networks on Proceedings of the 11th International Conference
Image Segmentation and Selective Smoothing Based on Variational Framework
Journal of Signal Processing Systems
A narrow band graph partitioning method for skin lesion segmentation
Pattern Recognition
Boundary Detection in Echocardiographic Images Using Markovian Level Set Method
IEICE - Transactions on Information and Systems
New Possibilities with Sobolev Active Contours
International Journal of Computer Vision
A Statistical Overlap Prior for Variational Image Segmentation
International Journal of Computer Vision
Image segmentation method using thresholds automatically determined from picture contents
Journal on Image and Video Processing
IEEE Transactions on Circuits and Systems for Video Technology
Computer Vision and Image Understanding
Segmentation of tissue boundary evolution from brain MR image sequences using multi-phase level sets
Computer Vision and Image Understanding
Geodesic active regions and level set methods for motion estimation and tracking
Computer Vision and Image Understanding
Hardware implementation of optical flow constraint equation using FPGAs
Computer Vision and Image Understanding
Modeling interaction for segmentation of neighboring structures
IEEE Transactions on Information Technology in Biomedicine
Stabilization of parametric active contours using a tangential redistribution term
IEEE Transactions on Image Processing
Arranging and interpolating sparse unorganized feature points with geodesic circular arc
IEEE Transactions on Image Processing
Weakly Supervised Group-Wise Model Learning Based on Discrete Optimization
MICCAI '09 Proceedings of the 12th International Conference on Medical Image Computing and Computer-Assisted Intervention: Part II
ICRA'09 Proceedings of the 2009 IEEE international conference on Robotics and Automation
Moving object segmentation by background subtraction and temporal analysis
Image and Vision Computing
Active contours driven by local image fitting energy
Pattern Recognition
Level Set method based tongue segmentation in Traditional Chinese Medicine
GVE '07 Proceedings of the IASTED International Conference on Graphics and Visualization in Engineering
Active contours with selective local or global segmentation: A new formulation and level set method
Image and Vision Computing
Curvelet-based geodesic snakes for image segmentation with multiple objects
Pattern Recognition Letters
Object tracking based on the combination of learning and cascade particle filter
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
A nonconservative flow field for robust variational image segmentation
IEEE Transactions on Image Processing
Force field analysis snake: an improved parametric active contour model
Pattern Recognition Letters
Reaction-diffusion network for geometric multiscale high speed image processing
Image and Vision Computing
Generalized sparse MRF appearance models
Image and Vision Computing
Bayesian approaches to motion-based image and video segmentation
IWCM'04 Proceedings of the 1st international conference on Complex motion
A levelset based method for segmenting the heart in 3D+T gated SPECT images
FIMH'03 Proceedings of the 2nd international conference on Functional imaging and modeling of the heart
A multiphase level set framework for motion segmentation
Scale Space'03 Proceedings of the 4th international conference on Scale space methods in computer vision
Moving object contour detection based on S-T characteristics in surveillance
Proceedings of the 2007 conference on Human interface: Part I
Variational segmentation of image sequences using deformable shape priors
SCIA'07 Proceedings of the 15th Scandinavian conference on Image analysis
Human shape tracking for gait recognition using active contours with mean shift
HCI'07 Proceedings of the 12th international conference on Human-computer interaction: intelligent multimodal interaction environments
Target positioning with dominant feature elements
CAIP'07 Proceedings of the 12th international conference on Computer analysis of images and patterns
Gradient vector flow active contours with prior directional information
Pattern Recognition Letters
Markov random field modeled level sets method for object tracking with moving cameras
ACCV'07 Proceedings of the 8th Asian conference on Computer vision - Volume Part I
ACIVS'07 Proceedings of the 9th international conference on Advanced concepts for intelligent vision systems
Object tracking via uncertainty minimization
ISVC'07 Proceedings of the 3rd international conference on Advances in visual computing - Volume Part II
MICCAI'07 Proceedings of the 10th international conference on Medical image computing and computer-assisted intervention - Volume Part I
Contour tracking with abrupt motion
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Coarse-to-fine boundary location with a SOM-like method
IEEE Transactions on Neural Networks
Online visual tracking with histograms and articulating blocks
Computer Vision and Image Understanding
Machine Vision and Applications - Integrated Imaging and Vision Techniques for Industrial Inspection
Online PCA with adaptive subspace method for real-time hand gesture learning and recognition
WSEAS Transactions on Computers
Multi-object detection and tracking by stereo vision
Pattern Recognition
Multiphase joint segmentation-registration and object tracking for layered images
IEEE Transactions on Image Processing
Visual affect recognition
Video object contour tracking using improved dual-front active contour
ICIC'06 Proceedings of the 2006 international conference on Intelligent computing: Part II
A determined binary level set method based on mean shift for contour tracking
PCM'10 Proceedings of the 11th Pacific Rim conference on Advances in multimedia information processing: Part I
The segmentation of the body of tongue based on the improved level set in TCM
LSMS/ICSEE'10 Proceedings of the 2010 international conference on Life system modeling and simulation and intelligent computing, and 2010 international conference on Intelligent computing for sustainable energy and environment: Part III
A robust fully automatic scheme for general image segmentation
Digital Signal Processing
A fast multigrid implicit algorithm for the evolution of geodesic active contours
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
Distance regularized level set evolution and its application to image segmentation
IEEE Transactions on Image Processing
Journal of Visual Communication and Image Representation
Object tracking and segmentation in a closed loop
ISVC'10 Proceedings of the 6th international conference on Advances in visual computing - Volume Part I
Visual tracking using the Earth Mover's Distance between Gaussian mixtures and Kalman filtering
Image and Vision Computing
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part I
Localization of 3D anatomical structures using random forests and discrete optimization
MCV'10 Proceedings of the 2010 international MICCAI conference on Medical computer vision: recognition techniques and applications in medical imaging
A variational framework for image segmentation combining motion estimation and shape regularization
CVPR'03 Proceedings of the 2003 IEEE computer society conference on Computer vision and pattern recognition
Combining hausdorff distance, HSV histogram and nonextensive entropy for object tracking
MUSP'06 Proceedings of the 6th WSEAS international conference on Multimedia systems & signal processing
Image segmentation of cervical vertebra in X-ray radiographs using the curve fitting strategy
Proceedings of the 2011 ACM Symposium on Applied Computing
A robust template tracking algorithm with weighted active drift correction
Pattern Recognition Letters
Motion Sequence-Based Human Abnormality Detection Scheme for Smart Spaces
Wireless Personal Communications: An International Journal
An object tracking scheme based on local density
MMM'07 Proceedings of the 13th international conference on Multimedia Modeling - Volume Part I
A modification of the level set speed function to bridge gaps in data
DAGM'06 Proceedings of the 28th conference on Pattern Recognition
A variational approach to joint denoising, edge detection and motion estimation
DAGM'06 Proceedings of the 28th conference on Pattern Recognition
A point-based approach to PDE-Based surface reconstruction
DAGM'06 Proceedings of the 28th conference on Pattern Recognition
A shape-based approach to robust image segmentation
ICIAR'06 Proceedings of the Third international conference on Image Analysis and Recognition - Volume Part I
Particle filtering with dynamic shape priors
ICIAR'06 Proceedings of the Third international conference on Image Analysis and Recognition - Volume Part I
Cell segmentation using coupled level sets and graph-vertex coloring
MICCAI'06 Proceedings of the 9th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part I
Spatio-temporal composite-features for motion analysis and segmentation
ACIVS'06 Proceedings of the 8th international conference on Advanced Concepts For Intelligent Vision Systems
Robust tracking of migrating cells using four-color level set segmentation
ACIVS'06 Proceedings of the 8th international conference on Advanced Concepts For Intelligent Vision Systems
Shape analysis and fuzzy control for 3d competitive segmentation of brain structures with level sets
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part I
Object tracking and elimination using level-of-detail canny edge maps
AMDO'06 Proceedings of the 4th international conference on Articulated Motion and Deformable Objects
Motion objects segmentation using a new level set based method
PCM'04 Proceedings of the 5th Pacific Rim conference on Advances in Multimedia Information Processing - Volume Part I
Segmenting and tracking the left ventricle by learning the dynamics in cardiac images
IPMI'05 Proceedings of the 19th international conference on Information Processing in Medical Imaging
An adjacent multiple pedestrians detection based on ART2 neural network
ISNN'06 Proceedings of the Third international conference on Advnaces in Neural Networks - Volume Part II
Detection and tracking multiple pedestrians from a moving camera
ISVC'05 Proceedings of the First international conference on Advances in Visual Computing
ACCV'06 Proceedings of the 7th Asian conference on Computer Vision - Volume Part I
Multiregion level set tracking with transformation invariant shape priors
ACCV'06 Proceedings of the 7th Asian conference on Computer Vision - Volume Part I
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part III
SCIA'05 Proceedings of the 14th Scandinavian conference on Image Analysis
MGRF controlled stochastic deformable model
SCIA'05 Proceedings of the 14th Scandinavian conference on Image Analysis
Dynamic shape and appearance modeling via moving and deforming layers
EMMCVPR'05 Proceedings of the 5th international conference on Energy Minimization Methods in Computer Vision and Pattern Recognition
Approximate vehicle waiting time estimation using adaptive video-based vehicle tracking
IWICPAS'06 Proceedings of the 2006 Advances in Machine Vision, Image Processing, and Pattern Analysis international conference on Intelligent Computing in Pattern Analysis/Synthesis
Implicit free-form-deformations for multi-frame segmentation and tracking
VLSM'05 Proceedings of the Third international conference on Variational, Geometric, and Level Set Methods in Computer Vision
Vehicle tracking and traffic parameter extraction based on discrete wavelet transform
AI'06 Proceedings of the 19th Australian joint conference on Artificial Intelligence: advances in Artificial Intelligence
An improved real-time contour tracking algorithm using fast level set method
PSIVT'06 Proceedings of the First Pacific Rim conference on Advances in Image and Video Technology
2D motion description and contextual motion analysis: issues and new models
SCVMA'04 Proceedings of the First international conference on Spatial Coherence for Visual Motion Analysis
Shape based appearance model for kernel tracking
Image and Vision Computing
Optimal Image and Video Closure by Superpixel Grouping
International Journal of Computer Vision
Hierarchical querying scheme of human motions for smart home environment
Engineering Applications of Artificial Intelligence
Tracking vehicles as groups in airborne videos
Neurocomputing
The active geometric shape model: A new robust deformable shape model and its applications
Computer Vision and Image Understanding
STIA'12 Proceedings of the Second international conference on Spatio-temporal Image Analysis for Longitudinal and Time-Series Image Data
Facial expression recognition using game theory
ANNPR'12 Proceedings of the 5th INNS IAPR TC 3 GIRPR conference on Artificial Neural Networks in Pattern Recognition
Facial expression recognition using game theory and particle swarm optimization
ICCVG'12 Proceedings of the 2012 international conference on Computer Vision and Graphics
Level set evolution with locally linear classification for image segmentation
Pattern Recognition
Tensor-SIFT Based Earth Mover's Distance for Contour Tracking
Journal of Mathematical Imaging and Vision
Region-based image segmentation with local signed difference energy
Pattern Recognition Letters
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
Sparse deformable models with application to cardiac motion analysis
IPMI'13 Proceedings of the 23rd international conference on Information Processing in Medical Imaging
Robust multi-hypothesis 3D object pose tracking
ICVS'13 Proceedings of the 9th international conference on Computer Vision Systems
Integrating tracking with fine object segmentation
Image and Vision Computing
Journal of Visual Communication and Image Representation
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This paper presents a new variational framework for detecting and tracking multiple moving objects in image sequences. Motion detection is performed using a statistical framework for which the observed interframe difference density function is approximated using a mixture model. This model is composed of two components, namely, the static (background) and the mobile (moving objects) one. Both components are zero-mean and obey Laplacian or Gaussian law. This statistical framework is used to provide the motion detection boundaries. Additionally, the original frame is used to provide the moving object boundaries. Then, the detection and the tracking problem are addressed in a common framework that employs a geodesic active contour objective function. This function is minimized using a gradient descent method, where a flow deforms the initial curve towards the minimum of the objective function, under the influence of internal and external image dependent forces. Using the level set formulation scheme, complex curves can be detected and tracked while topological changes for the evolving curves are naturally managed. To reduce the computational cost required by a direct implementation of the level set formulation scheme, a new approach named Hermes is proposed. Hermes exploits aspects from the well-known front propagation algorithms (Narrow Band, Fast Marching) and compares favorably to them. Very promising experimental results are provided using real video sequences.