Local invariant feature detectors: a survey
Foundations and Trends® in Computer Graphics and Vision
Tracking as Segmentation of Spatial-Temporal Volumes by Anisotropic Weighted TV
EMMCVPR '09 Proceedings of the 7th International Conference on Energy Minimization Methods in Computer Vision and Pattern Recognition
Segmentation of Wood Fibres in 3D CT Images Using Graph Cuts
ICIAP '09 Proceedings of the 15th International Conference on Image Analysis and Processing
Detecting, tracking and recognizing license plates
ACCV'07 Proceedings of the 8th Asian conference on Computer vision - Volume Part II
Object recognition for the internet of things
IOT'08 Proceedings of the 1st international conference on The internet of things
Image matching using enclosed region detector
Journal of Visual Communication and Image Representation
Discriminative spatial attention for robust tracking
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part I
Research and applications on georeferenced multimedia: a survey
Multimedia Tools and Applications
Robust wide baseline scene alignment based on 3D viewpoint normalization
ISVC'10 Proceedings of the 6th international conference on Advances in visual computing - Volume Part I
Geolocation of Multiple Targets from Airborne Video Without Terrain Data
Journal of Intelligent and Robotic Systems
Large-scale EMM identification based on geometry-constrained visual word correspondence voting
Proceedings of the 1st ACM International Conference on Multimedia Retrieval
Color-based extensions to MSERs
ISVC'11 Proceedings of the 7th international conference on Advances in visual computing - Volume Part II
Improved feature extraction and matching in urban environments based on 3D viewpoint normalization
Computer Vision and Image Understanding
A head-mounted device for recognizing text in natural scenes
CBDAR'11 Proceedings of the 4th international conference on Camera-Based Document Analysis and Recognition
Field trial results of planetary rover visual motion estimation in Mars analogue terrain
Journal of Field Robotics
Region based on object recognition in 3d scenes
IScIDE'11 Proceedings of the Second Sino-foreign-interchange conference on Intelligent Science and Intelligent Data Engineering
Efficient visual tracking by using LBP descriptor
AICI'12 Proceedings of the 4th international conference on Artificial Intelligence and Computational Intelligence
Human skeletal tracking using colour MSERs
Proceedings of the 27th Conference on Image and Vision Computing New Zealand
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
Context-aware features and robust image representations
Journal of Visual Communication and Image Representation
Video stabilization using maximally stable extremal region features
Multimedia Tools and Applications
Hi-index | 0.00 |
This paper introduces a tracking method for the well known local MSER (Maximally Stable Extremal Region) detector. The component tree is used as an efficient data structure, which allows the calculation of MSERs in quasi-linear time. It is demonstrated that the tree is able to manage the required data for tracking. We show that by means of MSER tracking the computational time for the detection of single MSERs can be improved by a factor of 4 to 10. Using a weighted feature vector for data association improves the tracking stability. Furthermore, the component tree enables backward tracking which further improves the robustness. The novel MSER tracking algorithm is evaluated on a variety of scenes. In addition, we demonstrate three different applications, tracking of license plates, faces and fibers in paper, showing in all three scenarios improved speed and stability.