Video Segmentation by MAP Labeling of Watershed Segments
IEEE Transactions on Pattern Analysis and Machine Intelligence
Unsupervised Segmentation of Color-Texture Regions in Images and Video
IEEE Transactions on Pattern Analysis and Machine Intelligence
Constructing a Multivalued Representation for View Synthesis
International Journal of Computer Vision
Video sequence segmentation using genetic algorithms
Pattern Recognition Letters
Extraction of Video Objects via Surface Optimization and Voronoi Order
Journal of VLSI Signal Processing Systems
Extracting Semantic Video Objects
IEEE Computer Graphics and Applications
Multiple video object tracking in complex scenes
Proceedings of the tenth ACM international conference on Multimedia
Adaptable Neural Networks for Unsupervised Video Object Segmentation of Stereoscopic Sequences
ICANN '01 Proceedings of the International Conference on Artificial Neural Networks
Neural Networks Retraining for Unsupervised Video Object Segmentation of Videoconference Sequences
ICANN '02 Proceedings of the International Conference on Artificial Neural Networks
A Wavelet-Based Preprocessing for Moving Object Segmentation in Video Sequences
WAA '01 Proceedings of the Second International Conference on Wavelet Analysis and Its Applications
A fast automatic VOP generation using boundary block segmentation
Real-Time Imaging
Hybrid Morphology Processing Unit Architecture for Moving Object Segmentation Systems
Journal of VLSI Signal Processing Systems
Clustering in video data: Dealing with heterogeneous semantics of features
Pattern Recognition
An efficient immersion-based watershed transform method and its prototype architecture
Journal of Systems Architecture: the EUROMICRO Journal
Applying the multi-category learning to multiple video object extraction
Pattern Recognition
EURASIP Journal on Advances in Signal Processing
Trajectory tree as an object-oriented hierarchical representation for video
IEEE Transactions on Circuits and Systems for Video Technology
Spatiotemporal region enhancement and merging for unsupervized object segmentation
Journal on Image and Video Processing
Review article: Object-based video coding with dynamic quality control
Image and Vision Computing
Improving flexible macroblock ordering of H.264/AVC
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Segmentation of faces in video footage using controlled weights on HSV color
SCIA'03 Proceedings of the 13th Scandinavian conference on Image analysis
Detection of a speaker in video by combined analysis of speech sound and mouth movement
ISVC'07 Proceedings of the 3rd international conference on Advances in visual computing - Volume Part II
Video segmentation for markerless motion capture in unconstrained environments
ISVC'07 Proceedings of the 3rd international conference on Advances in visual computing - Volume Part II
Approximation algorithm for the kinetic robust K-center problem
Computational Geometry: Theory and Applications
Multimedia Tools and Applications
Video-object segmentation and 3D-trajectory estimation for monocular video sequences
Image and Vision Computing
Reconfigurable Morphological Image Processing Accelerator for Video Object Segmentation
Journal of Signal Processing Systems
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part I
Expert Systems with Applications: An International Journal
What can we learn from biological vision studies for human motion segmentation?
ISVC'06 Proceedings of the Second international conference on Advances in Visual Computing - Volume Part II
Moving object segmentation: a block-based moving region detection approach
PCM'04 Proceedings of the 5th Pacific Rim conference on Advances in Multimedia Information Processing - Volume Part I
Decision fusion for target detection using multi-spectral image sequences from moving cameras
IbPRIA'05 Proceedings of the Second Iberian conference on Pattern Recognition and Image Analysis - Volume Part II
Object-based image retrieval using dominant color pairs between adjacent regions
ICCSA'06 Proceedings of the 2006 international conference on Computational Science and Its Applications - Volume Part V
Efficient moving object segmentation algorithm for illumination change in surveillance system
ICIAR'05 Proceedings of the Second international conference on Image Analysis and Recognition
Optimal Image and Video Closure by Superpixel Grouping
International Journal of Computer Vision
Video object tracking via central macro-blocks and directional vectors
ICIAR'07 Proceedings of the 4th international conference on Image Analysis and Recognition
| Hi-index | 0.00 |
This paper presents a technique for unsupervised video segmentation. This technique consists of two phases: initial segmentation and temporal tracking, similar to a number of existing techniques. However, new algorithms for spatial segmentation, marker extraction, and modified watershed transformation are proposed for the present technique. The new algorithms make this technique differ from existing techniques by the following features: (1) it can effectively track fast moving objects, (2) it can detect the appearance of new objects as well as the disappearance of existing objects, and (3) it is computationally efficient because of the use of watershed transformations and a fast motion estimation algorithm. Simulation results demonstrate that the proposed technique can efficiently segment video sequences with fast moving, newly appearing, or disappearing objects in the scene