Change search
ReferencesLink to record
Permanent link

Direct link
The Sampling Pattern Cube: A Framework for Representation and Evaluation of Plenoptic Capturing Systems
Mid Sweden University, Faculty of Science, Technology and Media, Department of Information and Communication systems. (Realistic 3D)
2013 (English)Licentiate thesis, monograph (Other academic)
Abstract [en]

Digital cameras have already entered our everyday life. Rapid technological advances have made it easier and cheaper to develop new cameras with unconventional structures. The plenoptic camera is one of the new devices which can capture the light information which is then able to be processed for applications such as focus adjustments. The high level camera properties, such as the spatial or angular resolution are required to evaluate and compare plenoptic cameras. With complex camera structures that introduce trade-offs between various high level camera properties, it is no longer straightforward to describe and extract these properties. Proper models, methods and metrics with the desired level of details are beneficial to describe and evaluate plenoptic camera properties.

This thesis attempts to describe and evaluate camera properties using a model based representation of plenoptic capturing systems in favour of a unified language. The SPC model is proposed and it describes which light samples from the scene are captured by the camera system. Light samples in the SPC model carry the ray and focus information of the capturing setup. To demonstrate the capabilities of the introduced model, property extractors for lateral resolution are defined and evaluated. The lateral resolution values obtained from the introduced model are compared with the results from the ray-based model and the ground truth data. The knowledge about how to generate and visualize the proposed model and how to extract the camera properties from the model based representation of the capturing system is collated to form the SPC framework.

The main outcomes of the thesis can be summarized in the following points: A model based representation of the light sampling behaviour of the plenoptic capturing system is introduced, which incorporates the focus information as well as the ray information. A framework is developed to generate the SPC model and to extract high level properties of the plenoptic capturing system. Results confirm that the SPC model is capable of describing the light sampling behaviour of the capturing system, and that the SPC framework is capable of extracting high level camera properties with a higher descriptive level as compared to the ray-based model. The results from the proposed model compete with those from the more elaborate wave optics model in the ranges that wave nature of the light is not dominant. The outcome of the thesis can benefit design, evaluation and comparison of the complex capturing systems.

Place, publisher, year, edition, pages
Sundsvall, Sweden: Mid Sweden University , 2013. , 68 p.
Mid Sweden University licentiate thesis, ISSN 1652-8948 ; 99
National Category
Signal Processing
URN: urn:nbn:se:miun:diva-19138Local ID: STCISBN: 9789187103735OAI: diva2:626787
2013-06-04, O102, Sundsvall, 11:56 (English)
Available from: 2013-06-11 Created: 2013-06-10 Last updated: 2016-10-19Bibliographically approved

Open Access in DiVA

MitraDamghanianLicThesis(7644 kB)546 downloads
File information
File name FULLTEXT01.pdfFile size 7644 kBChecksum SHA-512
Type fulltextMimetype application/pdf

Search in DiVA

By author/editor
Damghanian, Mitra
By organisation
Department of Information and Communication systems
Signal Processing

Search outside of DiVA

GoogleGoogle Scholar
Total: 546 downloads
The number of downloads is the sum of all downloads of full texts. It may include eg previous versions that are now no longer available

Total: 1150 hits
ReferencesLink to record
Permanent link

Direct link