Generalizing the Lucas-Kanade algorithm for histogram-based tracking
Pattern Recognition Letters
Image Tagging Using PageRank over Bipartite Graphs
Proceedings of the 30th DAGM symposium on Pattern Recognition
Accelerating Integral Histograms Using an Adaptive Approach
ICISP '08 Proceedings of the 3rd international conference on Image and Signal Processing
A spatial-color mean-shift object tracking algorithm with scale and orientation estimation
Pattern Recognition Letters
Robust object tracking with background-weighted local kernels
Computer Vision and Image Understanding
Tracking by Hierarchical Representation of Target Structure
SSPR & SPR '08 Proceedings of the 2008 Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition
Probabilistic fusion-based parameter estimation for visual tracking
Computer Vision and Image Understanding
Video shots retrieval using local invariant features
IMCE '09 Proceedings of the 1st international workshop on Interactive multimedia for consumer electronics
Sequential particle generation for visual tracking
IEEE Transactions on Circuits and Systems for Video Technology
Spatial pyramid based histogram representation for visual tracking with partial occlusion
Proceedings of the First International Conference on Internet Multimedia Computing and Service
A Lie group based Gaussian Mixture Model distance measure for multimedia comparison
Proceedings of the First International Conference on Internet Multimedia Computing and Service
Multiple people labeling and tracking using stereo for human computer interaction
HCI'07 Proceedings of the 12th international conference on Human-computer interaction: intelligent multimodal interaction environments
Fragments based parametric tracking
ACCV'07 Proceedings of the 8th Asian conference on Computer vision - Volume Part I
A new partially occluded face pose recognition
ACIVS'07 Proceedings of the 9th international conference on Advanced concepts for intelligent vision systems
Local dual closed loop model based Bayesian face tracking
PCM'07 Proceedings of the multimedia 8th Pacific Rim conference on Advances in multimedia information processing
Integral P-channels for fast and robust region matching
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Object tracking using multiple fragments
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Visual tracking of object silhouettes
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Online visual tracking with histograms and articulating blocks
Computer Vision and Image Understanding
Target tracking for mobile robot platforms via object matching and background anti-matching
Robotics and Autonomous Systems
People detection by boosting features in nonlinear subspace
PCM'10 Proceedings of the 11th Pacific Rim conference on Advances in multimedia information processing: Part I
MIForests: multiple-instance learning with randomized trees
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part VI
Multi-scale 2D tracking of articulated objects using hierarchical spring systems
Pattern Recognition
Tree-structured image difference for fast histogram and distance between histograms computation
Pattern Recognition Letters
Tracking people in broadcast sports
Proceedings of the 32nd DAGM conference on Pattern recognition
On-line multi-view forests for tracking
Proceedings of the 32nd DAGM conference on Pattern recognition
Robust multi-view boosting with priors
ECCV'10 Proceedings of the 11th European conference on computer vision conference on Computer vision: Part III
Robust visual tracking combining global and local appearance models
ICIMCS '10 Proceedings of the Second International Conference on Internet Multimedia Computing and Service
Adaptive multi-cue tracking by online appearance learning
Neurocomputing
Efficient visual object tracking with online nearest neighbor classifier
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part I
On feature combination and multiple kernel learning for object tracking
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part III
Robust tracking based on pixel-wise spatial pyramid and biased fusion
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part IV
Visual object tracking via sample-based Adaptive Sparse Representation (AdaSR)
Pattern Recognition
Robust visual tracking using randomized forest and online appearance model
ACIIDS'11 Proceedings of the Third international conference on Intelligent information and database systems - Volume Part II
Recent advances and trends in visual tracking: A review
Neurocomputing
Probabilistic index histogram for robust object tracking
ACCV'10 Proceedings of the 2010 international conference on Computer vision - Volume Part I
An attempt to segment foreground in dynamic scenes
ISVC'11 Proceedings of the 7th international conference on Advances in visual computing - Volume Part I
Particle Filtering with Region-based Matching for Tracking of Partially Occluded and Scaled Targets
SIAM Journal on Imaging Sciences
Robust Visual Tracking Using an Effective Appearance Model Based on Sparse Coding
ACM Transactions on Intelligent Systems and Technology (TIST)
Combining edge and color features for tracking partially occluded humans
ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part II
Robust segment-based object tracking using generalized hyperplane approximation
Pattern Recognition
Online multiple instance gradient feature selection for robust visual tracking
Pattern Recognition Letters
Fragments based tracking with adaptive cue integration
Computer Vision and Image Understanding
Robust decentralized multi-model adaptive template tracking
Pattern Recognition
Multiple feature fusion for object tracking
IScIDE'11 Proceedings of the Second Sino-foreign-interchange conference on Intelligent Science and Intelligent Data Engineering
Real-time visual tracking via online weighted multiple instance learning
Pattern Recognition
Robust patch-based visual tracking using biologically inspired model
Proceedings of the 4th International Conference on Internet Multimedia Computing and Service
Dual-force metric learning for robust distracter-resistant tracker
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part I
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part II
Group tracking: exploring mutual relations for multiple object tracking
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part III
Robust tracking with weighted online structured learning
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part III
Real-time compressive tracking
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part III
Low-rank sparse learning for robust visual tracking
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part VI
Robust gaussian-based template tracking
ICIRA'12 Proceedings of the 5th international conference on Intelligent Robotics and Applications - Volume Part I
Visual tracking via adaptive tracker selection with multiple features
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part IV
Exploiting the circulant structure of tracking-by-detection with kernels
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part IV
Online spatio-temporal structural context learning for visual tracking
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part IV
Occlusion handling in video segmentation via predictive feedback
ECCV'12 Proceedings of the 12th international conference on Computer Vision - Volume Part III
Local appearance based robust tracking via sparse representation
Proceedings of the Eighth Indian Conference on Computer Vision, Graphics and Image Processing
Feature prominence-based weighting scheme for video tracking
Proceedings of the Eighth Indian Conference on Computer Vision, Graphics and Image Processing
Visual tracking with dual modeling
Proceedings of the 27th Conference on Image and Vision Computing New Zealand
Robust Visual Tracking via Structured Multi-Task Sparse Learning
International Journal of Computer Vision
Target Tracking Using Multiple Patches and Weighted Vector Median Filters
Journal of Mathematical Imaging and Vision
A data-driven detection optimization framework
Neurocomputing
Block covariance based l1 tracker with a subtle template dictionary
Pattern Recognition
Sparse coding based visual tracking: Review and experimental comparison
Pattern Recognition
Segmentation-based tracking by support fusion
Computer Vision and Image Understanding
Online web-data-driven segmentation of selected moving objects in videos
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part II
Robust visual tracking using dynamic classifier selection with sparse representation of label noise
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part III
Dynamic objectness for adaptive tracking
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part III
Visual tracking in continuous appearance space via sparse coding
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part III
Structured visual tracking with dynamic graph
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
Navigation toward non-static target object using footprint detection based tracking
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part III
Efficient GPU implementation of the integral histogram
ACCV'12 Proceedings of the 11th international conference on Computer Vision - Volume Part I
On-line Support Vector Regression of the transition model for the Kalman filter
Image and Vision Computing
Soft-assigned bag of features tracking
Proceedings of the Fifth International Conference on Internet Multimedia Computing and Service
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
Visual tracking using superpixel-based appearance model
ICVS'13 Proceedings of the 9th international conference on Computer Vision Systems
Real-time visual tracking based on an appearance model and a motion mode
ICIC'13 Proceedings of the 9th international conference on Intelligent Computing Theories and Technology
Proceedings of International Conference on Advances in Mobile Computing & Multimedia
A novel particle filter with implicit dynamic model for irregular motion tracking
Machine Vision and Applications
Visual tracking via weakly supervised learning from multiple imperfect oracles
Pattern Recognition
Learning structured visual dictionary for object tracking
Image and Vision Computing
Computer Vision and Image Understanding
Pattern Recognition Letters
Weighted attentional blocks for probabilistic object tracking
The Visual Computer: International Journal of Computer Graphics
Collaborative object tracking model with local sparse representation
Journal of Visual Communication and Image Representation
Regressing Local to Global Shape Properties for Online Segmentation and Tracking
International Journal of Computer Vision
Efficient and robust multi-template tracking using multi-start interactive hybrid search
Computer Vision and Image Understanding
Neurocomputing
Robust object tracking using enhanced random ferns
The Visual Computer: International Journal of Computer Graphics
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We present a novel algorithm (which we call "Frag- Track") for tracking an object in a video sequence. The template object is represented by multiple image fragments or patches. The patches are arbitrary and are not based on an object model (in contrast with traditional use of modelbased parts e.g. limbs and torso in human tracking). Every patch votes on the possible positions and scales of the object in the current frame, by comparing its histogram with the corresponding image patch histogram. We then minimize a robust statistic in order to combine the vote maps of the multiple patches. A key tool enabling the application of our algorithm to tracking is the integral histogram data structure [18]. Its use allows to extract histograms of multiple rectangular regions in the image in a very efficient manner. Our algorithm overcomes several difficulties which cannot be handled by traditional histogram-based algorithms [8, 6]. First, by robustly combining multiple patch votes, we are able to handle partial occlusions or pose change. Second, the geometric relations between the template patches allow us to take into account the spatial distribution of the pixel intensities - information which is lost in traditional histogram-based algorithms. Third, as noted by [18], tracking large targets has the same computational cost as tracking small targets. We present extensive experimental results on challenging sequences, which demonstrate the robust tracking achieved by our algorithm (even with the use of only gray-scale (noncolor) information).