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    • 2. 发明公开
    • METHOD, APPARATUS AND COMPUTER PROGRAM PRODUCT FOR IMAGE-DRIVEN COST VOLUME AGGREGATION
    • VERFAHREN,VORRICHTUNG UND COMPUTERPROGRAMMPRODUKTFÜRBILDGESTEUERTE KOSTENVOLUMENAGGREGATION
    • EP3105738A1
    • 2016-12-21
    • EP15749667.0
    • 2015-02-09
    • Nokia Technologies OY
    • SMIRNOV, SergeyGOTCHEV, Atanas
    • G06T7/00H04N13/00
    • G06T7/593G06T2207/10012G06T2207/10024G06T2207/10028H04N13/122H04N13/128H04N13/133H04N13/15H04N13/207H04N13/239H04N13/271H04N2013/0081
    • In an example embodiment, a method, apparatus and computer program product are provided. The method includes computing a cost volume associated with a reference image. Down-sampling of the cost volume and the reference image into at least one level is performed to generate at least one down-sampled cost volume and at least one down-sampled reference image, respectively. An up-sampling of the at least one down-sampled cost volume and the at least one down-sampled reference image into the at least one level is performed to generate at least one up-sampled cost volume and at least one up-sampled reference image, respectively. A color weight map associated with the cost volume and the at least one down-sampled cost volume is computed based on the reference image and the at least one down-sampled reference image at the at least one level. Aggregated cost volume is determined based at least on the color weight map.
    • 一种方法包括计算与参考图像相关联的成本(相似度)体积; 然后,执行将成本量和参考图像下采样(抽取)为至少一个级别,生成至少一个下采样成本量和至少一个下采样参考图像。 执行向后采样以产生至少一个后向上采样成本量和后向上采样参考图像。 基于参考图像和后向上采样参考图像来计算与成本量和至少一个下采样成本体积相关联的色重映射(例如,计算参考图像和后向上采样参考图像之间的差异 ),参考图像是参考图像之一和至少一个下采样参考图像。 确定总成本量,加权平均值基于颜色权重图。 成本体积可以基于将参考图像与目标图像的多个移位版本匹配,例如, 校正的场景或立体图像对的图像。 可以使用绝对差(SAD)或平方差(SSD)方法的和。