Gradient-Based Tone Mapping for Rate-Distortion Optimized Backward-Compatible High Dynamic Range Compression

David Gommelet 1, 2 Aline Roumy 2 Christine Guillemot 2 Michaël Ropert 1 Julien Le Tanou 1
2 Sirocco - Analysis representation, compression and communication of visual data
Inria Rennes – Bretagne Atlantique , IRISA_D5 - SIGNAUX ET IMAGES NUMÉRIQUES, ROBOTIQUE
Abstract : This paper addresses the problem of designing a global tone mapping operator for rate distortion optimized backward compatible compression of HDR images. We address the problem of tone mapping design for two different use cases leading to two different minimization problems. The first problem considered is the minimization of the distortion on the reconstructed HDR signal under a rate constraint on the SDR layer. The second problem remains the same minimization with an additional constraint to preserve a good quality for the SDR signal. Both the distortion and the rate are expressed as a function of the spatial gradient in the HDR images. Experiments show that the proposed rate and distortion models based on the HDR image gradient accurately predict the real image rate and distortion measures. Experimental results show that for the first minimization, the optimal rate-distortion performances are achieved, and that the second optimization yields the best trade-off between rate-distortion performance and quality preservation of the SDR signal.
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IEEE Transactions on Image Processing, Institute of Electrical and Electronics Engineers, 2017, 〈10.1109/TIP.2017.2740159〉
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Soumis le : mardi 19 septembre 2017 - 14:24:48
Dernière modification le : jeudi 11 janvier 2018 - 06:28:15

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David Gommelet, Aline Roumy, Christine Guillemot, Michaël Ropert, Julien Le Tanou. Gradient-Based Tone Mapping for Rate-Distortion Optimized Backward-Compatible High Dynamic Range Compression. IEEE Transactions on Image Processing, Institute of Electrical and Electronics Engineers, 2017, 〈10.1109/TIP.2017.2740159〉. 〈hal-01590258〉

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