Details

Autor(en) / Beteiligte

• Moreno, Jaime
• Morales, Oswaldo
• Tejeida, Ricardo

Titel

Chapter 11 - ρGBbBShift: Method for introducing perceptual criteria to region of interest coding

Ist Teil von

• Emerging Trends in Image Processing, Computer Vision, and Pattern Recognition, 2015, p.161-182

Ort / Verlag

Elsevier Inc

Erscheinungsjahr

2015

Link zum Volltext

Beschreibungen/Notizen

• This work describes perceptual generalized bitplane-by-bitplane shift (ρGBbBShift) a perceptual method for coding of region of interest (ROI) and it is based on Moreno et al. (2013) [1]. Then, this article introduces perceptual criteria to the GBbBShift method when bit planes of ROI and background areas are shifted. This additional feature is intended for balancing perceptual importance of some coefficients regardless of their numerical importance. Perceptual criteria are applied using a contrast band-pass filtering, which is a low-level computational model that reproduces color perception in the human visual system. Results show that there is no perceptual difference at ROI between the MaxShift method and ρGBbBShift and, at the same time, perceptual quality of the entire image is improved when using ρGBbBShift. Furthermore, when ρGBbBShift method is applied to Hi-SET coder and it is compared against MaxShift method applied to both the JPEG2000 standard and the Hi-SET, the images coded by the combination ρGBbBShift-Hi-SET get the best results when the overall perceptual image quality is estimated. The ρpGBbBShift method is a generalized algorithm that can be applied to other Wavelet-based image compression algorithms such as JPEG2000, SPIHT, or SPECK.