Fast algorithm for selective image segmentation model
Selective image segmentation model aims to separate a specific object from its surroundings. To solve the model, the common practice to deal with its non-differentiable term is to approximate the original functional. While this approach yields to successful segmentation result, however the segmentat...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
Science Publishing Corporation Inc
2018
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| Subjects: | |
| Online Access: | View Fulltext in Publisher View in Scopus |
| LEADER | 01516nam a2200229Ia 4500 | ||
|---|---|---|---|
| 001 | 10.14419-ijet.v7i4.33.23481 | ||
| 008 | 220120s2018 CNT 000 0 und d | ||
| 020 | |a 2227524X (ISSN) | ||
| 245 | 1 | 0 | |a Fast algorithm for selective image segmentation model |
| 260 | 0 | |b Science Publishing Corporation Inc |c 2018 | |
| 490 | 1 | |t International Journal of Engineering and Technology(UAE) | |
| 650 | 0 | 4 | |a Active contour/snake |
| 650 | 0 | 4 | |a Computational mathematics |
| 650 | 0 | 4 | |a Fast algorithm |
| 650 | 0 | 4 | |a Image processing |
| 650 | 0 | 4 | |a Selective segmentation |
| 856 | |z View Fulltext in Publisher |u https://doi.org/10.14419/ijet.v7i4.33.23481 | ||
| 856 | |z View in Scopus |u https://www.scopus.com/inward/record.uri?eid=2-s2.0-85059223806&doi=10.14419%2fijet.v7i4.33.23481&partnerID=40&md5=082b5584561a8e5411b656b45b1468f0 | ||
| 520 | 3 | |a Selective image segmentation model aims to separate a specific object from its surroundings. To solve the model, the common practice to deal with its non-differentiable term is to approximate the original functional. While this approach yields to successful segmentation result, however the segmentation process can be slow. In this paper, we showed how to solve the model without approximation using Chambolle's projection algorithm. Numerical tests show that good visual quality of segmentation is obtained in a fast-computational time. © 2018 Authors. | |
| 700 | 1 | 0 | |a Chen, K. |e author |
| 700 | 1 | 0 | |a Jumaat, A.K. |e author |
| 773 | |t International Journal of Engineering and Technology(UAE) | ||