A methodology for visually lossless JPEG2000 compression of monochrome stereo images

Research output: Contribution to journalArticle

5 Scopus citations

Abstract

A methodology for visually lossless compression of monochrome stereoscopic 3D images is proposed. Visibility thresholds are measured for quantization distortion in JPEG2000. These thresholds are found to be functions of not only spatial frequency, but also of wavelet coefficient variance, as well as the gray level in both the left and right images. To avoid a daunting number of measurements during subjective experiments, a model for visibility thresholds is developed. The left image and right image of a stereo pair are then compressed jointly using the visibility thresholds obtained from the proposed model to ensure that quantization errors in each image are imperceptible to both eyes. This methodology is then demonstrated via a particular 3D stereoscopic display system with an associated viewing condition. The resulting images are visually lossless when displayed individually as 2D images, and also when displayed in stereoscopic 3D mode.

Original languageEnglish (US)
Article number6991540
Pages (from-to)560-572
Number of pages13
JournalIEEE Transactions on Image Processing
Volume24
Issue number2
DOIs
StatePublished - Feb 1 2015

Keywords

  • JPEG2000
  • Stereoscopic images
  • crosstalk
  • human visual system
  • visually lossless coding

ASJC Scopus subject areas

  • Software
  • Computer Graphics and Computer-Aided Design

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