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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Aytekin, C. Kiranyaz, S. Gabbouj, M. |
| Copyright Year | 2013 |
| Description | Author affiliation: Elektrik ve Elektron. Muhendisligi Bolumu, Orta Dogu Teknik Univ., Ankara, Turkey (Aytekin, C.) || Signal Process. Dept., Tampere Univ. of Technol., Tampere, Finland (Kiranyaz, S.; Gabbouj, M.) |
| Abstract | In this wok, an automatic object extraction method is proposed exploiting the rich mathematical structure of quantum mechanics. First, a novel segmentation method based on the solutions of Schrödinger's equation is proposed. Due to the large amount of segments extracted with the proposed method, the selection of the object segment is performed by maximizing a regularization energy function based on a formerly proposed edge detection algorithm indicating the object boundaries. The results of the proposed automatic object extraction method, exhibits such promising accuracy that pushes the frontier in this field to the borders of input-driven processing only. |
| Sponsorship | IEEE Turkey Sect. SP Chapter |
| Starting Page | 1 |
| Ending Page | 4 |
| File Size | 777576 |
| Page Count | 4 |
| File Format | |
| ISBN | 9781467355629 |
| e-ISBN | 9781467355636 |
| e-ISBN | 9781467355612 |
| DOI | 10.1109/SIU.2013.6531207 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2013-04-24 |
| Publisher Place | Turkey |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Image segmentation Computer vision Object extraction quantum mechanics Image edge detection image segmentation Quantum mechanics Signal processing algorithms Schrödinger's equation Pattern recognition Pattern analysis |
| Content Type | Text |
| Resource Type | Article |
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