Generative Image Segmentation Using Random Walks with Restart
@inproceedings{Kim2008GenerativeIS, title={Generative Image Segmentation Using Random Walks with Restart}, author={T. Kim and Kyoung Mu Lee and S. Lee}, booktitle={ECCV}, year={2008} }
We consider the problem of multi-label, supervised image segmentation when an initial labeling of some pixels is given. [...] Key Method These are achieved by designing the generative model with the Random Walks with Restart (RWR). Experimental results with synthetic and natural images demonstrate the relevance and accuracy of our algorithm.Expand Abstract
130 Citations
Sub-Markov Random Walk for Image Segmentation
- Computer Science, Medicine
- IEEE Transactions on Image Processing
- 2016
- 143
- PDF
Unsupervised segmentation using dynamic superpixel random walks
- Computer Science
- 2015 IEEE International Conference on Image Processing (ICIP)
- 2015
- 2
Interactive Image Segmentation using Label Propagation through Complex Networks
- Computer Science
- Expert Syst. Appl.
- 2019
- 11
- PDF
Interactive Multilabel Image Segmentation via Robust Multilayer Graph Constraints
- Computer Science
- IEEE Transactions on Multimedia
- 2016
- 16
Novel segmentation for twig problem by adding prior nodes in Random-Walk algorithm
- Computer Science
- 2017 2nd International Conference on Communication and Electronics Systems (ICCES)
- 2017
- Highly Influenced
Interactive segmentation with seed expansion
- Computer Science
- Signal and Information Processing Association Annual Summit and Conference (APSIPA), 2014 Asia-Pacific
- 2014
- 2
- PDF
References
SHOWING 1-10 OF 18 REFERENCES
Random Walks for Image Segmentation
- Mathematics, Medicine
- IEEE Transactions on Pattern Analysis and Machine Intelligence
- 2006
- 2,212
- PDF
A Seeded Image Segmentation Framework Unifying Graph Cuts And Random Walker Which Yields A New Algorithm
- Mathematics, Computer Science
- 2007 IEEE 11th International Conference on Computer Vision
- 2007
- 310
- PDF
Normalized cuts and image segmentation
- Mathematics, Computer Science
- Proceedings of IEEE Computer Society Conference on Computer Vision and Pattern Recognition
- 1997
- 12,024
- PDF
A Geodesic Framework for Fast Interactive Image and Video Segmentation and Matting
- Computer Science
- 2007 IEEE 11th International Conference on Computer Vision
- 2007
- 472
- PDF
Graph Cuts and Efficient N-D Image Segmentation
- Mathematics, Computer Science
- International Journal of Computer Vision
- 2006
- 1,971
- PDF
Interactive Segmentation with Intelligent Scissors
- Mathematics, Computer Science
- Graph. Model. Image Process.
- 1998
- 605
- PDF
A database of human segmented natural images and its application to evaluating segmentation algorithms and measuring ecological statistics
- Computer Science, Geography
- Proceedings Eighth IEEE International Conference on Computer Vision. ICCV 2001
- 2001
- 5,286
- PDF
Automatic multimedia cross-modal correlation discovery
- Computer Science
- KDD '04
- 2004
- 461
- Highly Influential
- PDF
Fast Random Walk with Restart and Its Applications
- Mathematics, Computer Science
- Sixth International Conference on Data Mining (ICDM'06)
- 2006
- 873
- PDF