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Conference Paper: Towards optimal design of time and color multiplexing codes
Title | Towards optimal design of time and color multiplexing codes |
---|---|
Authors | |
Keywords | convex optimization maximum SNR Multiplexing codes |
Issue Date | 2012 |
Citation | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2012, v. 7577 LNCS, n. PART 6, p. 485-498 How to Cite? |
Abstract | Multiplexed illumination has been proved to be valuable and beneficial, in terms of noise reduction, in wide applications of computer vision and graphics, provided that the limitations of photon noise and saturation are properly tackled. Existing optimal multiplexing codes, in the sense of maximum signal-to-noise ratio (SNR), are primarily designed for time multiplexing, but they only apply to a multiplexing system requiring the number of measurements (M) equal to the number of illumination sources (N). In this paper, we formulate a general code design problem, where M ≥ N, for time and color multiplexing, and develop a sequential semi-definite programming to deal with the formulated optimization problem. The proposed formulation and method can be readily specialized to time multiplexing, thereby making such optimized codes have a much broader application. Computer simulations will discover the main merit of the method- a significant boost of SNR as M increases. Experiments will also be presented to demonstrate the effectiveness and superiority of the method in object illumination. © 2012 Springer-Verlag. |
Persistent Identifier | http://hdl.handle.net/10722/326913 |
ISSN | 2023 SCImago Journal Rankings: 0.606 |
DC Field | Value | Language |
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dc.contributor.author | Chan, Tsung Han | - |
dc.contributor.author | Jia, Kui | - |
dc.contributor.author | Wycoff, Eliot | - |
dc.contributor.author | Chi, Chong Yung | - |
dc.contributor.author | Ma, Yi | - |
dc.date.accessioned | 2023-03-31T05:27:27Z | - |
dc.date.available | 2023-03-31T05:27:27Z | - |
dc.date.issued | 2012 | - |
dc.identifier.citation | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2012, v. 7577 LNCS, n. PART 6, p. 485-498 | - |
dc.identifier.issn | 0302-9743 | - |
dc.identifier.uri | http://hdl.handle.net/10722/326913 | - |
dc.description.abstract | Multiplexed illumination has been proved to be valuable and beneficial, in terms of noise reduction, in wide applications of computer vision and graphics, provided that the limitations of photon noise and saturation are properly tackled. Existing optimal multiplexing codes, in the sense of maximum signal-to-noise ratio (SNR), are primarily designed for time multiplexing, but they only apply to a multiplexing system requiring the number of measurements (M) equal to the number of illumination sources (N). In this paper, we formulate a general code design problem, where M ≥ N, for time and color multiplexing, and develop a sequential semi-definite programming to deal with the formulated optimization problem. The proposed formulation and method can be readily specialized to time multiplexing, thereby making such optimized codes have a much broader application. Computer simulations will discover the main merit of the method- a significant boost of SNR as M increases. Experiments will also be presented to demonstrate the effectiveness and superiority of the method in object illumination. © 2012 Springer-Verlag. | - |
dc.language | eng | - |
dc.relation.ispartof | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) | - |
dc.subject | convex optimization | - |
dc.subject | maximum SNR | - |
dc.subject | Multiplexing codes | - |
dc.title | Towards optimal design of time and color multiplexing codes | - |
dc.type | Conference_Paper | - |
dc.description.nature | link_to_subscribed_fulltext | - |
dc.identifier.doi | 10.1007/978-3-642-33783-3_35 | - |
dc.identifier.scopus | eid_2-s2.0-84867861409 | - |
dc.identifier.volume | 7577 LNCS | - |
dc.identifier.issue | PART 6 | - |
dc.identifier.spage | 485 | - |
dc.identifier.epage | 498 | - |
dc.identifier.eissn | 1611-3349 | - |