Lossless and near lossless compression of real color filter array data

Compression of Bayer pattern color filter array (CFA) data has gained a lot of attention during past years. Numerous algorithms have been proposed for lossless, near-lossless and lossy compression. The performance evaluation of compression methods is typically done only for artificial CFA data, obta...

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Published in:IEEE transactions on consumer electronics Vol. 54; no. 4; pp. 1492 - 1500
Main Authors: Bazhyna, A., Egiazarian, K.
Format: Journal Article
Language:English
Published: New York IEEE 01.11.2008
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:
Arrays
Bayer pattern
Color
color filter array (CFA)
Compressing
Compression tests
Computer displays
digital camera
Digital cameras
Filters
Image coding
Image reconstruction
Image storage
Interpolation
Lossless
Lossless and near lossless compression
Performance evaluation
Raw
Roentgenium
Signal processing algorithms
ISSN:0098-3063, 1558-4127
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Abstract Compression of Bayer pattern color filter array (CFA) data has gained a lot of attention during past years. Numerous algorithms have been proposed for lossless, near-lossless and lossy compression. The performance evaluation of compression methods is typically done only for artificial CFA data, obtained by sub-sampling full color images according to CFA pattern, without taking into account that CFA data are heavily processed before obtaining full color images. Therefore, some assumptions that are true for reconstructed images may not hold for real raw data. Thus, compression efficiency of different methods may vary. In this paper we evaluate the performance of some methods for lossless and near-lossless compression for real raw Bayer pattern CFA data obtained from digital cameras.
AbstractList Compression of Bayer pattern color filter array (CFA) data has gained a lot of attention during past years. Numerous algorithms have been proposed for lossless, near-lossless and lossy compression. The performance evaluation of compression methods is typically done only for artificial CFA data, obtained by sub-sampling full color images according to CFA pattern, without taking into account that CFA data are heavily processed before obtaining full color images. Therefore, some assumptions that are true for reconstructed images may not hold for real raw data. Thus, compression efficiency of different methods may vary. In this paper we evaluate the performance of some methods for lossless and near-lossless compression for real raw Bayer pattern CFA data obtained from digital cameras.
Compression of Bayer pattern color filter array (CFA) data has gained a lot of attention during past years. Numerous algorithms have been proposed for lossless, near-lossless and lossy compression. The performance evaluation of compression methods [abstract truncated by publisher].
Author Egiazarian, K.
Bazhyna, A.
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Cites_doi 10.1201/9781420054538.ch15
10.1109/ICIP.2006.312758
10.1109/83.855427
10.1109/TCE.2003.1261253
10.1109/ICIAP.2003.1234086
10.1117/12.587786
10.1109/TIP.2007.914153
10.1109/TIP.2006.882024
10.1109/JSEN.2007.904864
10.1109/30.754434
10.1109/ISSCS.2007.4292726
10.1109/TCE.2006.1649641
10.1109/CCECE.2007.13
10.4218/etrij.06.0205.0071
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References ref13
bruna (ref11) 2004
ref12
ref14
pennebaker (ref23) 1993
lee (ref2) 2001; 3
ref17
ref16
ponomarenko (ref22) 0
buemi (ref10) 2006
(ref1) 1976
poynton (ref20) 1996
taubman (ref25) 2002
xie (ref15) 2005
ref24
ref21
bazhyna (ref7) 2005; 5678
(ref19) 0
ref8
chung (ref18) 2008; 17
ref9
ref4
ref6
ref5
koh (ref3) 2003; 49
References_xml – ident: ref16
  doi: 10.1201/9781420054538.ch15
– volume: 5678
  start-page: 198
  year: 2005
  ident: ref7
  article-title: Near lossless compression algorithm for Bayer pattern color filter arrays
  publication-title: Proc of SPIE Electronic Imaging Digital Photography
– volume: 3
  start-page: 482
  year: 2001
  ident: ref2
  article-title: A novel approach of image compression in digital cameras with a Bayer color filter array
  publication-title: Proc Int Conf Image Processing
– year: 2006
  ident: ref10
  article-title: A Low Cost Algorithm for CFA Data Compression
  publication-title: Digest of Technical Papers of Int Conf on Cons Elect ICCE
– ident: ref13
  doi: 10.1109/ICIP.2006.312758
– ident: ref24
  doi: 10.1109/83.855427
– volume: 49
  start-page: 1448
  year: 2003
  ident: ref3
  article-title: New efficient methods of image compression in digital cameras with color filter array
  publication-title: IEEE Trans Consumer Electronics
  doi: 10.1109/TCE.2003.1261253
– ident: ref9
  doi: 10.1109/ICIAP.2003.1234086
– ident: ref6
  doi: 10.1117/12.587786
– volume: 17
  start-page: 134
  year: 2008
  ident: ref18
  article-title: A Lossless Compression Scheme for Bayer Color Filter Array Images
  publication-title: IEEE Trans on Im Proc
  doi: 10.1109/TIP.2007.914153
– ident: ref5
  doi: 10.1109/TIP.2006.882024
– ident: ref21
  doi: 10.1109/JSEN.2007.904864
– ident: ref8
  doi: 10.1109/30.754434
– ident: ref12
  doi: 10.1109/ISSCS.2007.4292726
– year: 2002
  ident: ref25
  publication-title: Standards and Practice
– year: 0
  ident: ref19
– ident: ref4
  doi: 10.1109/TCE.2006.1649641
– start-page: 381
  year: 0
  ident: ref22
  article-title: Lossy compression of images with additive noise
  publication-title: Proc of Int Conf on Advanced Concepts for Intelligent Vision Systems
– start-page: 4995
  year: 2005
  ident: ref15
  article-title: A Novel Method of Lossy Image Compression for Digital Image Sensors with Bayer Color Filter Arrays
  publication-title: Proc IEEE Int Conf Circuits Syst
– year: 1996
  ident: ref20
  publication-title: A Technical Introduction to Digital Video
– ident: ref14
  doi: 10.1109/CCECE.2007.13
– start-page: 101
  year: 2004
  ident: ref11
  article-title: Predictive Differential Modulation for CFA Compression
  publication-title: Proc of the 6th IEEE Nordic Signal Processing Symposium ( NORSIG )
– ident: ref17
  doi: 10.4218/etrij.06.0205.0071
– year: 1976
  ident: ref1
  publication-title: Color imaging array
– year: 1993
  ident: ref23
  publication-title: JPEG Still Image Data Compression Standard
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SubjectTerms Arrays
Bayer pattern
Color
color filter array (CFA)
Compressing
Compression tests
Computer displays
digital camera
Digital cameras
Filters
Image coding
Image reconstruction
Image storage
Interpolation
Lossless
Lossless and near lossless compression
Performance evaluation
Raw
Roentgenium
Signal processing algorithms
Title Lossless and near lossless compression of real color filter array data
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