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Systems and Methods for Generating Compressed Light Field Representation Data using Captured Light Fields, Array Geometry, and Parallax Information

机译:使用捕获的光场,阵列几何和视差信息生成压缩光场表示数据的系统和方法

摘要

Systems and methods for the generating compressed light field representation data using captured light fields in accordance embodiments of the invention are disclosed. In one embodiment, an array camera includes a processor and a memory connected configured to store an image processing application, wherein the image processing application configures the processor to obtain image data, wherein the image data includes a set of images including a reference image and at least one alternate view image, generate a depth map based on the image data, determine at least one prediction image based on the reference image and the depth map, compute prediction error data based on the at least one prediction image and the at least one alternate view image, and generate compressed light field representation data based on the reference image, the prediction error data, and the depth map.
机译:公开了根据本发明的实施例的用于使用捕获的光场生成压缩光场表示数据的系统和方法。在一个实施例中,阵列照相机包括处理器和连接的存储器,存储器被配置为存储图像处理应用,其中图像处理应用将处理器配置为获取图像数据,其中图像数据包括一组图像,该一组图像包括参考图像并且位于至少一幅替代视图图像,基于图像数据生成深度图,基于参考图像和深度图确定至少一张预测图像,基于至少一幅预测图像和至少一幅替代图像计算预测误差数据查看图像,并基于参考图像,预测误差数据和深度图生成压缩光场表示数据。

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