Name
Title | ||
|---|---|---|
Yet Another Survey on Image Segmentation: Region and Boundary Information Integration |
Abstract | ||
|---|---|---|
Image segmentation has been, and still is, a relevant research area in Computer Vision, and hundreds of segmentation algorithms have been proposed in the last 30 years. However, it is well known that elemental segmentation techniques based on boundary or region information often fail to produce accurate segmentation results. Hence, in the last few years, there has been a tendency towards algorithms which take advantage of the complementary nature of such information. This paper reviews different segmentation proposals which integrate edge and region information and highlights 7 different strategies and methods to fuse such information. In contrast with other surveys which only describe and compare qualitatively different approaches, this survey deals with a real quantitative comparison. In this sense, key methods have been programmed and their accuracy analyzed and compared using synthetic and real images. A discussion justified with experimental results is given and the code is available on Internet. |
Year | DOI | Venue |
|---|---|---|
2002 | 10.1007/3-540-47977-5_27 | ECCV (3) |
Keywords | Field | DocType |
image segmentation,different strategy,segmentation algorithm,elemental segmentation technique,different segmentation proposal,accurate segmentation result,real image,region information,real quantitative comparison,qualitatively different approach,boundary information integration,information integration | Data mining,Scale-space segmentation,Computer science,Segmentation-based object categorization,Image segmentation,Region growing,Artificial intelligence,Minimum spanning tree-based segmentation,Computer vision,Information integration,Segmentation,Image texture,Machine learning | Conference |
Volume | ISSN | ISBN |
2352 | 0302-9743 | 3-540-43746-0 |
Citations | PageRank | References |
211 | 7.27 | 21 |
Authors | ||
5 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Jordi Freixenet | 1 | 887 | 64.40 |
| Xavier Muñoz | 2 | 1084 | 59.52 |
| David Raba | 3 | 298 | 14.75 |
| Joan Martí | 4 | 246 | 10.91 |
| Xavier Cufí | 5 | 266 | 15.85 |