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High-Dynamic-Range Image Generation and Coding for Multi-exposure Multi-view Images

机译:多曝光多视图图像的高动态范围图像生成和编码

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摘要

High-dynamic-range (HDR) images offer better visual quality that is much closer to reality by allowing a wider range of luminance. Because of the rarity of devices that directly capture/display scenes in HDR format, HDR images are usually generated using several low-dynamic-range (LDR) images with various exposure settings and then displayed on the conventional display, after tone mapping. This paper proposes HDR generation for multi-view images considering the need to provide the user with an expanded visual experience, not only in terms of a wider field of view (FOV), but also with a greater dynamic range. This novel technique generates HDR multi-view images in an efficient way, and only NLDR images are needed to render HDR images in N views. Furthermore, to efficiently transmit the multi-view image with various exposure, two coding architectures are proposed. The experimental results show that the proposed schemes are capable of achieving 39.5 % bitrate savings and give a rendered HDR image with greatly improved quality, compared to a conventional multi-view coding scheme.
机译:高动态范围(HDR)图像通过允许更大范围的亮度,可提供更好的视觉质量,从而更接近于现实。由于很少有以HDR格式直接捕获/显示场景的设备,因此通常使用具有各种曝光设置的低动态范围(LDR)图像生成HDR图像,然后在色调映射后将其显示在常规显示器上。本文提出了针对多视图图像的HDR生成方式,考虑到不仅要在更宽的视场(FOV)方面而且要在更大的动态范围上为用户提供扩展的视觉体验。这项新颖的技术可以高效地生成HDR多视图图像,仅需要NLDR图像即可在N个视图中渲染HDR图像。此外,为了有效地发送具有各种曝光的多视点图像,提出了两种编码架构。实验结果表明,与传统的多视图编码方案相比,所提出的方案能够节省39.5%的比特率,并提供质量大大提高的渲染HDR图像。

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