Expectation maximisation algorithms for terahertz transmission tomography
hal.structure.identifier | Department of Applied Mathematics (Canberra) | |
dc.contributor.author | RECUR, Benoît | |
hal.structure.identifier | Laboratoire Ondes et Matière d'Aquitaine [LOMA] | |
dc.contributor.author | BALACEY, Hugo | |
hal.structure.identifier | Laboratoire Ondes et Matière d'Aquitaine [LOMA] | |
dc.contributor.author | MOUNAIX, Patrick | |
dc.date.issued | 2014-09-05 | |
dc.date.conference | 2014-08-17 | |
dc.identifier.issn | 0277-786X | |
dc.description.abstractEn | Terahertz (THz) tomography is a recently developed imaging technique allowing 3D inspection of opaque objects. In this paper, we develop an ordered subsets convex algorithm for THz transmission tomography (THz-OSC). Since the reconstruction quality is highly depending on the THz beam energy, we investigate afterwards a multienergy version of the algorithm in order to provide a more accurate reconstruction of the acquired sample. This multi-energy approach is validated by reconstructing data from tomographic acquisitions measured with a 84/287 GHz transmission scanner. Then we discuss how this dual-energy approach could be able to extract physical properties of acquired samples in addition to improving 3D reconstruction. | |
dc.language.iso | en | |
dc.publisher | SPIE, The International Society for Optical Engineering | |
dc.source.title | Terahertz Emitters, Receivers, and Applications V | |
dc.subject.en | Expectation maximization algorithms | |
dc.subject.en | Tomography | |
dc.subject.en | Terahertz radiation | |
dc.subject.en | 3D modeling | |
dc.subject.en | Inspection | |
dc.subject.en | Opacity | |
dc.subject.en | Scanners | |
dc.title.en | Expectation maximisation algorithms for terahertz transmission tomography | |
dc.type | Communication dans un congrès avec actes | |
dc.identifier.doi | 10.1117/12.2062476 | |
bordeaux.journal | Proceedings of SPIE, the International Society for Optical Engineering | |
bordeaux.page | 91990O (1-8) | |
bordeaux.volume | 9199 | |
bordeaux.country | US | |
bordeaux.title.proceeding | SPIE Optics, Photonics, Optical Engineering, Applications | |
bordeaux.conference.city | San Diego, California | |
bordeaux.peerReviewed | oui | |
hal.identifier | hal-01067007 | |
hal.version | 1 | |
hal.origin.link | https://hal.archives-ouvertes.fr//hal-01067007v1 | |
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