Statistical model-based change detection in moving video
Signal Processing
Digital image processing algorithms
Digital image processing algorithms
Performance of optical flow techniques
International Journal of Computer Vision
IEEE Transactions on Pattern Analysis and Machine Intelligence
The robust estimation of multiple motions: parametric and piecewise-smooth flow fields
Computer Vision and Image Understanding
Computation and analysis of image motion: a synopsis of current problems and methods
International Journal of Computer Vision
A multiscale approach to image sequence analysis
Computer Vision and Image Understanding - Special issue on physics-based modeling and reasoning in computer vision
Region-based parametric motion segmentation using color information
Graphical Models and Image Processing
Nonlinear image processing
Handbook of Computer Vision and Applications: Volume 2: From Images to Features
Handbook of Computer Vision and Applications: Volume 2: From Images to Features
Computing Optic Flow by Scale-Space Integration of Normal Flow
Scale-Space '01 Proceedings of the Third International Conference on Scale-Space and Morphology in Computer Vision
ICCV '95 Proceedings of the Fifth International Conference on Computer Vision
Image Processing, Analysis, and Machine Vision
Image Processing, Analysis, and Machine Vision
Simultaneous motion estimation and segmentation
IEEE Transactions on Image Processing
Optical flow estimation and moving object segmentation based on median radial basis function network
IEEE Transactions on Image Processing
Segmentation-based video coding system allowing the manipulation of objects
IEEE Transactions on Circuits and Systems for Video Technology
Automatic segmentation of moving objects for video object plane generation
IEEE Transactions on Circuits and Systems for Video Technology
IEEE Transactions on Circuits and Systems for Video Technology
Image sequence segmentation using 3-D structure tensor and curve evolution
IEEE Transactions on Circuits and Systems for Video Technology
Probabilistic Scene Analysis for Robust Stereo Correspondence
ICIAR '09 Proceedings of the 6th International Conference on Image Analysis and Recognition
Temporal segmentation of 3-D video by histogram-based feature vectors
IEEE Transactions on Circuits and Systems for Video Technology
Structure tensor series-based matching for near-duplicate video retrieval
MM '11 Proceedings of the 19th ACM international conference on Multimedia
| Hi-index | 0.00 |
To address multiple motions and deformable objects' motions encountered in existing region-based approaches, an automatic video object (VO) segmentation methodology is proposed in this paper by exploiting the duality of image segmentation and motion estimation such that spatial and temporal information could assist each other to jointly yield much improved segmentation results. The key novelties of our method are (1) scale-adaptive tensor computation, (2) spatial-constrained motion mask generation without invoking dense motion-field computation, (3) rigidity analysis, (4) motion mask generation and selection, and (5) motion-constrained spatial region merging. Experimental results demonstrate that these novelties jointly contribute much more accurate VO segmentation both in spatial and temporal domains.