Mapping-free high dynamic range image compression

High Dynamic Range (HDR) image compression is mostly concerned on lossless coding strategies. Conventional HDR compression schemes usually require mapping of HDR into the low dynamic range (LDR) images, so that conventional image coders, such as JPEG and JPEG2000 can be applied. This paper proposes a low complex approach to compress RGBE and OpenEXR HDR content without using any mapping step or modification of the existing JPEG and JPEG2000 codecs. The experimental results indicate that the proposed method can be used in further compressing the lossless RGBE and OpenEXR HDR formats. The overall rate-distortion performance of the proposed method is comparable to the two state of the art approaches, yet with low complexity due to the exclusion of integer to floating-points conversion and tone-mapping.

[1]  G. Bjontegaard,et al.  Calculation of Average PSNR Differences between RD-curves , 2001 .

[2]  Hans-Peter Seidel,et al.  Extending quality metrics to full luminance range images , 2008, Electronic Imaging.

[3]  E. Reinhard Photographic Tone Reproduction for Digital Images , 2002 .

[4]  Scott J. Daly,et al.  Visible differences predictor: an algorithm for the assessment of image fidelity , 1992, Electronic Imaging.

[5]  James Demmel,et al.  IEEE Standard for Floating-Point Arithmetic , 2008 .

[6]  Charles E. Hughes,et al.  High-dynamic-range still-image encoding in JPEG 2000 , 2005, IEEE Computer Graphics and Applications.

[7]  Min Liu,et al.  HDR2014 - A high dynamic range image quality database , 2014, 2014 IEEE International Conference on Multimedia and Expo Workshops (ICMEW).

[8]  Kurt Debattista,et al.  Advanced High Dynamic Range Imaging: Theory and Practice , 2011 .

[9]  Wolfgang Heidrich,et al.  HDR-VDP-2: a calibrated visual metric for visibility and quality predictions in all luminance conditions , 2011, SIGGRAPH 2011.

[10]  Hans-Peter Seidel,et al.  Dynamic range independent image quality assessment , 2008, ACM Trans. Graph..

[11]  Maryann Simmons,et al.  JPEG-HDR: a backwards-compatible, high dynamic range extension to JPEG , 2005, CIC.

[12]  Rabab Kreidieh Ward,et al.  JasPer: a portable flexible open-source software tool kit for image coding/processing , 2004, 2004 IEEE International Conference on Acoustics, Speech, and Signal Processing.

[13]  Greg Ward II.5 – REAL PIXELS , 1991 .

[14]  Erik Reinhard,et al.  High Dynamic Range Imaging: Acquisition, Display, and Image-Based Lighting , 2010 .

[15]  Touradj Ebrahimi,et al.  HDR image compression: A new challenge for objective quality metrics , 2014, 2014 Sixth International Workshop on Quality of Multimedia Experience (QoMEX).

[16]  Gunther Wyszecki,et al.  Color Science: Concepts and Methods, Quantitative Data and Formulae, 2nd Edition , 2000 .