Context-dependent JPEG backward-compatible high-dynamic range image compression

Abstract. High-dynamic range (HDR) imaging is expected, together with ultrahigh definition and high-frame rate video, to become a technology that may change photo, TV, and film industries. Many cameras and displays capable of capturing and rendering both HDR images and video are already available in the market. The popularity and full-public adoption of HDR content is, however, hindered by the lack of standards in evaluation of quality, file formats, and compression, as well as large legacy base of low-dynamic range (LDR) displays that are unable to render HDR. To facilitate the wide spread of HDR usage, the backward compatibility of HDR with commonly used legacy technologies for storage, rendering, and compression of video and images are necessary. Although many tone-mapping algorithms are developed for generating viewable LDR content from HDR, there is no consensus of which algorithm to use and under which conditions. We, via a series of subjective evaluations, demonstrate the dependency of the perceptual quality of the tone-mapped LDR images on the context: environmental factors, display parameters, and image content itself. Based on the results of subjective tests, it proposes to extend JPEG file format, the most popular image format, in a backward compatible manner to deal with HDR images also. An architecture to achieve such backward compatibility with JPEG is proposed. A simple implementation of lossy compression demonstrates the efficiency of the proposed architecture compared with the state-of-the-art HDR image compression.

[1]  Erik Reinhard,et al.  Ieee Transactions on Visualization and Computer Graphics 1 Dynamic Range Reduction Inspired by Photoreceptor Physiology , 2022 .

[2]  Thomas Richter,et al.  Backwards Compatible Coding of High Dynamic Range Images with JPEG , 2013, 2013 Data Compression Conference.

[3]  Hans-Peter Seidel,et al.  Perceptual evaluation of tone mapping operators with real-world scenes , 2005, IS&T/SPIE Electronic Imaging.

[4]  Zhibo Chen,et al.  JPEG Compatible Coding of High Dynamic Range Imagery using Tone Mapping Operators , 2006 .

[5]  Michael Wimmer,et al.  Evaluation of HDR tone mapping methods using essential perceptual attributes , 2008, Comput. Graph..

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

[7]  Hiroshi Yamaguchi,et al.  Evaluating HDR rendering algorithms , 2007, TAP.

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

[9]  Karol Myszkowski,et al.  Adaptive Logarithmic Mapping For Displaying High Contrast Scenes , 2003, Comput. Graph. Forum.

[10]  R. A. Bradley,et al.  RANK ANALYSIS OF INCOMPLETE BLOCK DESIGNS THE METHOD OF PAIRED COMPARISONS , 1952 .

[11]  Sung-Ho Park,et al.  Evaluating tone mapping algorithms for rendering non-pictorial (scientific) high-dynamic-range images , 2007, J. Vis. Commun. Image Represent..

[12]  Mark D. Fairchild,et al.  The iCAM Framework for Image Appearance, Image Differences, and Image Quality , 2002 .

[13]  G. W. Larson,et al.  Rendering with radiance - the art and science of lighting visualization , 2004, Morgan Kaufmann series in computer graphics and geometric modeling.

[14]  Rafal Mantiuk,et al.  Display adaptive tone mapping , 2008, ACM Trans. Graph..

[15]  Touradj Ebrahimi,et al.  A JPEG backward-compatible HDR image compression , 2012, Other Conferences.

[16]  Hans-Peter Seidel,et al.  Backward compatible high dynamic range MPEG video compression , 2006, ACM Trans. Graph..

[17]  Rabab K. Ward,et al.  Subjective evaluation of tone-mapping methods on 3D images , 2011, 2011 17th International Conference on Digital Signal Processing (DSP).

[18]  Alan Chalmers,et al.  Evaluation of tone mapping operators using a High Dynamic Range display , 2005, ACM Trans. Graph..

[19]  Sugato Chakravarty,et al.  Methodology for the subjective assessment of the quality of television pictures , 1995 .

[20]  Touraj Tajbakhsh,et al.  Prediction of results from subjective evaluation of real-time-capable tone-mapping operators applied to limited high-dynamic-range images , 2010, J. Electronic Imaging.