Detection of heterogeneous structures using hierarchical segmentation
dc.citation.epage | 999 | en_US |
dc.citation.spage | 996 | en_US |
dc.contributor.author | Akçay, H. Gokhan | en_US |
dc.contributor.author | Aksoy, Selim | en_US |
dc.coverage.spatial | Antalya, Turkey | en_US |
dc.date.accessioned | 2016-02-08T12:19:23Z | |
dc.date.available | 2016-02-08T12:19:23Z | |
dc.date.issued | 2011 | en_US |
dc.department | Department of Computer Engineering | en_US |
dc.description | Date of Conference: 20-22 April 2011 | en_US |
dc.description.abstract | We present an unsupervised hierarchical segmentation algorithm for detecting complex heterogeneous image structures that are comprised of simpler homogeneous primitive objects. The first step segments primitive objects with uniform spectral content. Then, the co-occurrence information between neighboring regions is modeled and clustered. We assume that dense clusters of this co-occurrence space can be considered significant. Finally, the neighboring regions within these clusters are merged to obtain the next level in the segmentation hierarchy. The experiments show that the algorithm that iteratively clusters and merges region groups is able to segment heterogeneous structures in a hierarchical manner. © 2011 IEEE. | en_US |
dc.description.provenance | Made available in DSpace on 2016-02-08T12:19:23Z (GMT). No. of bitstreams: 1 bilkent-research-paper.pdf: 70227 bytes, checksum: 26e812c6f5156f83f0e77b261a471b5a (MD5) Previous issue date: 2011 | en |
dc.identifier.doi | 10.1109/SIU.2011.5929821 | en_US |
dc.identifier.uri | http://hdl.handle.net/11693/28392 | |
dc.language.iso | Turkish | en_US |
dc.publisher | IEEE | en_US |
dc.relation.isversionof | http://dx.doi.org/10.1109/SIU.2011.5929821 | en_US |
dc.source.title | 2011 IEEE 19th Signal Processing and Communications Applications Conference (SIU) | en_US |
dc.subject | Co-occurrence | en_US |
dc.subject | Dense clusters | en_US |
dc.subject | Heterogeneous structures | en_US |
dc.subject | Hierarchical segmentation | en_US |
dc.subject | Image Structures | en_US |
dc.subject | Spectral content | en_US |
dc.subject | Algorithms | en_US |
dc.subject | Signal detection | en_US |
dc.subject | Image segmentation | en_US |
dc.title | Detection of heterogeneous structures using hierarchical segmentation | en_US |
dc.title.alternative | Siradüzensel bölütleme ile türdeş olmayan yapilarin sezimi | en_US |
dc.type | Conference Paper | en_US |
Files
Original bundle
1 - 1 of 1
Loading...
- Name:
- Detection_of_heterogeneous_structures_using_hierarchical_segmentation.pdf
- Size:
- 2.16 MB
- Format:
- Adobe Portable Document Format
- Description: