Human-centric panoramic imaging stitching

T. Ozawa, Kris Kitani, H. Koike
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引用次数: 16

Abstract

We introduce a novel image mosaicing algorithm to generate 360° landscape images while also taking into account the presence of people at the boundaries between stitched images. Current image mosaicing techniques tend to fail when there is extreme parallax caused by nearby objects or moving objects at the boundary between images. This parallax causes ghosting or unnatural discontinuities in the image. To address this problem, we present an image mosaicing algorithm that is robust to parallax and misalignment, and is also able to preserve the important human-centric content, specifically faces. In particular, we find an optimal path between the boundary of two images that preserves color continuity and peoples' faces in the scene. Preliminary results show promising results of preserving close-up faces with parallax while also being able to generate a perceptually plausible 360° panoramic image.
以人为中心的全景成像拼接
我们引入了一种新的图像拼接算法来生成360°景观图像,同时也考虑了缝合图像之间边界上的人的存在。当前的图像拼接技术往往在图像边界附近的物体或移动物体引起的视差过大时失败。这种视差会导致图像中的重影或不自然的不连续性。为了解决这个问题,我们提出了一种图像拼接算法,该算法对视差和不对齐具有鲁棒性,并且还能够保留重要的以人为中心的内容,特别是面部。特别是,我们在两幅图像的边界之间找到了一条保持颜色连续性和场景中人物面部的最优路径。初步结果显示,在保留视差特写人脸的同时,还能够生成感知上可信的360°全景图像。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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