Abstract
We propose two lossless archiving methods for the light field (LF) array of views created by plenoptic cameras, when the camera sensor images (also called lenslet images) are available. The two archiving methods are based on generative mechanisms, where we encode all information needed to run the processing pipeline that generates the LF array of views starting from source sensor images. The first archiving method starts by encoding the two sensor images needed as input in the processing pipeline: one scene sensor image, and one white image (available from the camera database of white images). The second archiver encodes a single lenslet-like image obtained by devignetting and debayering the scene sensor image and the white image. After encoding the input lenslet images both methods proceeds to encode all additional meta-information necessary for running the processing chain, starting from sensor image to the final LF array of views, and any needed corrections due to possible quantization along the processing chain, finally creating a lossless archive of the light field array of views. We exemplify the performance for a database of plenoptic camera images that was extensively used in the light field lossless compression literature, obtaining competitive archive file sizes.
| Original language | English |
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| Title of host publication | ISSCS 2021 - International Symposium on Signals, Circuits and Systems |
| Publisher | IEEE |
| Number of pages | 4 |
| ISBN (Electronic) | 9781665449427 |
| DOIs | |
| Publication status | Published - 2021 |
| Publication type | A4 Article in conference proceedings |
| Event | International Symposium on Signals, Circuits and Systems - , Romania Duration: 15 Jul 2021 → 16 Jul 2021 |
Publication series
| Name | ISSCS 2021 - International Symposium on Signals, Circuits and Systems |
|---|
Conference
| Conference | International Symposium on Signals, Circuits and Systems |
|---|---|
| Country/Territory | Romania |
| Period | 15/07/21 → 16/07/21 |
Funding
The work of Emanuele Palma was supported by the European Union’s Horizon 2020 research and innovation programme under the Marie Skłodowska-Curie grant agreement No. 764951.
Publication forum classification
- Publication forum level 1
ASJC Scopus subject areas
- Electrical and Electronic Engineering
- Instrumentation
- Computer Networks and Communications
- Signal Processing
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