Model-based object tracking in monocular image sequences of road traffic scenes
International Journal of Computer Vision
Computing occluding and transparent motions
International Journal of Computer Vision
Learning to track the visual motion of contours
Artificial Intelligence - Special volume on computer vision
Unconstrained Automatic Image Matching Using Multiresolutional Critical-Point Filters
IEEE Transactions on Pattern Analysis and Machine Intelligence
Object Tracking with Bayesian Estimation of Dynamic Layer Representations
IEEE Transactions on Pattern Analysis and Machine Intelligence
IEEE Transactions on Pattern Analysis and Machine Intelligence
Efficient Guaranteed Search for Gray-level Patterns
CVPR '97 Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97)
FG '98 Proceedings of the 3rd. International Conference on Face & Gesture Recognition
The Research on Dynamic Self-Adaptive Network Security Model Based on Mobile Agent
TOOLS '00 Proceedings of the 36th International Conference on Technology of Object-Oriented Languages and Systems (TOOLS-Asia'00)
Affine Real-Time Face Tracking using Gabor Wavelet Networks
ICPR '00 Proceedings of the International Conference on Pattern Recognition - Volume 1
Efficient Real-Time Face Tracking in Wavelet Subspace
RATFG-RTS '01 Proceedings of the IEEE ICCV Workshop on Recognition, Analysis, and Tracking of Faces and Gestures in Real-Time Systems (RATFG-RTS'01)
Real-Time Tracking Using Trust-Region Methods
IEEE Transactions on Pattern Analysis and Machine Intelligence
Registration of Video to Geo-Referenced Imagery
ICPR '98 Proceedings of the 14th International Conference on Pattern Recognition-Volume 2 - Volume 2
IEEE Transactions on Computers
Sequential Hierarchical Scene Matching
IEEE Transactions on Computers
Construction of combinatorial pyramids
GbRPR'03 Proceedings of the 4th IAPR international conference on Graph based representations in pattern recognition
Robust online appearance models for visual tracking
IEEE Transactions on Pattern Analysis and Machine Intelligence
Fast occluded object tracking by a robust appearance filter
IEEE Transactions on Pattern Analysis and Machine Intelligence
A pyramid approach to subpixel registration based on intensity
IEEE Transactions on Image Processing
Tracking video objects in cluttered background
IEEE Transactions on Circuits and Systems for Video Technology
A Novel Hierarchical Framework for Object-Based Visual Attention
Attention in Cognitive Systems
A novel approach for salient image regions detection and description
Pattern Recognition Letters
Perception-based image segmentation using the bounded irregular pyramid
Proceedings of the 29th DAGM conference on Pattern recognition
Top-down tracking and estimating 3d pose of a die
SSPR'12/SPR'12 Proceedings of the 2012 Joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
Visual attention mechanism for a social robot
Applied Bionics and Biomechanics - Personal Care Robotics
| Hi-index | 0.11 |
Target representation and localization is a central component in visual object tracking. In this paper a new approach for target representation and localization is presented. This approach tackles two of the most important causes of failure in object tracking: changes of object appearance and occlusions. We propose a modified template matching approach which does not require a priori learning of object views. This method allows to track non-rigid objects in real-time by employing a weighted template which is dynamically updated, and a hierarchical framework that integrates all the components of the tracker. Our hierarchical tracker allows tracking of multiple objects with low increase of computational time. The capability of the tracking system to handle occlusions and target distortions is demonstrated for several video sequences.