Motion segmentation and qualitative dynamic scene analysis from an image sequence
International Journal of Computer Vision
Region-based tracking using affine motion models in long image sequences
CVGIP: Image Understanding
Detecting and Tracking Multiple Moving Objects Using Temporal Integration
ECCV '92 Proceedings of the Second European Conference on Computer Vision
Pattern Classification (2nd Edition)
Pattern Classification (2nd Edition)
Detecting Independent Motion: The Statistics of Temporal Continuity
IEEE Transactions on Pattern Analysis and Machine Intelligence
Algorithmic Fusion for More Robust Feature Tracking
International Journal of Computer Vision
On-line object tracking for colour video analysis
Real-Time Imaging
A Real-Time Region-Based Motion Segmentation Using Adaptive Thresholding and K-Means Clustering
AI '01 Proceedings of the 14th Australian Joint Conference on Artificial Intelligence: Advances in Artificial Intelligence
Segmentations of Spatio-Temporal Images by Spatio-Temporal Markov Random Field Model
EMMCVPR '01 Proceedings of the Third International Workshop on Energy Minimization Methods in Computer Vision and Pattern Recognition
Qualitative Multi-scale Feature Hierarchies for Object Tracking
SCALE-SPACE '99 Proceedings of the Second International Conference on Scale-Space Theories in Computer Vision
VECPAR '00 Selected Papers and Invited Talks from the 4th International Conference on Vector and Parallel Processing
Object Recognition for Video Retrieval
CIVR '02 Proceedings of the International Conference on Image and Video Retrieval
Real-Time Motion Based Vehicle Segmentation in Traffic Lanes
Proceedings of the 23rd DAGM-Symposium on Pattern Recognition
Real-Time 2-D Feature Detection on a Reconfigurable Computer
CVPR '98 Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
Independent motion detection directly from compressed surveillance video
IWVS '03 First ACM SIGMM international workshop on Video surveillance
Segmentation Based on Region-Tracking in Image Sequences for Traffic Monitoring
ICPR '98 Proceedings of the 14th International Conference on Pattern Recognition-Volume 2 - Volume 2
Scene-consistent detection of feature points in video sequences
Computer Vision and Image Understanding
Online Selection of Discriminative Tracking Features
IEEE Transactions on Pattern Analysis and Machine Intelligence
International Journal of Computer Vision
Motion Analysis of Articulated Objects from Monocular Images
IEEE Transactions on Pattern Analysis and Machine Intelligence
On-Road Vehicle Detection: A Review
IEEE Transactions on Pattern Analysis and Machine Intelligence
Clustering in video data: Dealing with heterogeneous semantics of features
Pattern Recognition
Robust template tracking with drift correction
Pattern Recognition Letters
A system for real-time 2-D feature detection based on field programmable gate arrays
Integrated Computer-Aided Engineering
A recursive approach to the design of adjustable linear models for complex motion analysis
SPPR'07 Proceedings of the Fourth conference on IASTED International Conference: Signal Processing, Pattern Recognition, and Applications
Generalizing the Lucas-Kanade algorithm for histogram-based tracking
Pattern Recognition Letters
Bilateral learning for color-based tracking
Image and Vision Computing
An adaptive motion segmentation for automated video surveillance
EURASIP Journal on Advances in Signal Processing
A recursive approach to the design of adjustable linear models for complex motion analysis
SPPRA '07 Proceedings of the Fourth IASTED International Conference on Signal Processing, Pattern Recognition, and Applications
Estimating the driving state of oncoming vehicles from a moving platform using stereo vision
IEEE Transactions on Intelligent Transportation Systems
Interest point detection and scale selection in space-time
Scale Space'03 Proceedings of the 4th international conference on Scale space methods in computer vision
Video segmentation based on motion coherence of particles in a video sequence
IEEE Transactions on Image Processing
Trajectory classification using switched dynamical hidden Markov models
IEEE Transactions on Image Processing
OSCAR: object segmentation using correspondence and relaxation
3DIM'99 Proceedings of the 2nd international conference on 3-D digital imaging and modeling
Object segmentation in videos from moving camera with MRFs on color and motion features
CVPR'03 Proceedings of the 2003 IEEE computer society conference on Computer vision and pattern recognition
Detection of multiple vehicles in image sequences for driving assistance system
ICCSA'05 Proceedings of the 2005 international conference on Computational Science and its Applications - Volume Part I
Robust fault matched optical flow detection using 2d histogram
ICCSA'06 Proceedings of the 2006 international conference on Computational Science and Its Applications - Volume Part III
Visual saliency based object tracking
ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part II
Background independent moving object segmentation using edge similarity measure
ICIAR'07 Proceedings of the 4th international conference on Image Analysis and Recognition
Foreground objects segmentation for moving camera scenarios based on SCGMM
MUSCLE'11 Proceedings of the 2011 international conference on Computational Intelligence for Multimedia Understanding
| Hi-index | 0.14 |
This paper describes a system for detecting and tracking moving objects in a moving world. The feature-based optic flow field is segmented into clusters with affine internal motion which are tracked over time. The system runs in real-time, and is accurate and reliable.