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    • 1. 发明申请
    • DEPTH MAP GENERATION METHOD, RELATED SYSTEM AND COMPUTER PROGRAM PRODUCT
    • 深度地图生成方法,相关系统和计算机程序产品
    • US20150023588A1
    • 2015-01-22
    • US14336777
    • 2014-07-21
    • STMicroelectronics S.r.l.
    • Massimiliano Barone
    • G06T7/00
    • G06T7/0075G06T7/593G06T2207/10028
    • A depth map is generated from at least a first and a second image. A plurality of reference pixels are selected in the first image. A cost function is used to associate each reference pixel with a respective pixel in the second image. A masking operation is used to identify a subset of pixels in a block of pixels surrounding a reference pixel and the cost function is based on the identified subset of pixels. A disparity between each reference pixel and the respective pixel in said second image is determined, and a depth value is determined for each reference pixel as a function of the respective disparity. A depth map is generated based on the determined depth values.
    • 从至少第一和第二图像生成深度图。 在第一图像中选择多个参考像素。 成本函数用于将每个参考像素与第二图像中的相应像素相关联。 掩蔽操作用于识别参考像素周围的像素块中的像素的子集,并且成本函数基于所识别的像素子集。 确定所述第二图像中的每个参考像素和相应像素之间的差异,并且对于每个参考像素确定作为相应视差的函数的深度值。 基于确定的深度值生成深度图。
    • 5. 发明授权
    • Method for generating a depth map, related system and computer program product
    • 生成深度图,相关系统和计算机程序产品的方法
    • US09373171B2
    • 2016-06-21
    • US14336763
    • 2014-07-21
    • STMicroelectronics S.r.l.
    • Massimiliano Barone
    • G06K9/00G06T7/00
    • G06T7/0075G06T7/593G06T2207/10028
    • A depth map is generated from at least a first and a second image. Generally, a plurality of reference pixels are selected in the first image and associated with respective pixels in the second image. Next, the disparity between each reference pixel and the respective pixel in said second image is determined, and for each reference pixel a depth value as a function of the respective disparity. In particular, each reference pixel is associated with a respective pixel in the second image via a matching and a filtering operation. The matching operation selects for each reference pixel a plurality of candidate pixels in the second image and associates with each candidate pixel a respective cost function value and a respective disparity value.
    • 从至少第一和第二图像生成深度图。 通常,在第一图像中选择多个参考像素并与第二图像中的相应像素相关联。 接下来,确定所述第二图像中的每个参考像素和相应像素之间的差异,并且对于每个参考像素,确定作为相应视差的函数的深度值。 特别地,每个参考像素经由匹配和滤波操作与第二图像中的相应像素相关联。 匹配操作为每个参考像素选择第二图像中的多个候选像素,并且将每个候选像素与相应的成本函数值和相应的视差值相关联。
    • 6. 发明授权
    • Depth map generation method, related system and computer program product
    • 深度图生成方法,相关系统和计算机程序产品
    • US09483830B2
    • 2016-11-01
    • US14336777
    • 2014-07-21
    • STMicroelectronics S.r.l.
    • Massimiliano Barone
    • G06T7/00
    • G06T7/0075G06T7/593G06T2207/10028
    • A depth map is generated from at least a first and a second image. A plurality of reference pixels are selected in the first image. A cost function is used to associate each reference pixel with a respective pixel in the second image. A masking operation is used to identify a subset of pixels in a block of pixels surrounding a reference pixel and the cost function is based on the identified subset of pixels. A disparity between each reference pixel and the respective pixel in said second image is determined, and a depth value is determined for each reference pixel as a function of the respective disparity. A depth map is generated based on the determined depth values.
    • 从至少第一和第二图像生成深度图。 在第一图像中选择多个参考像素。 成本函数用于将每个参考像素与第二图像中的相应像素相关联。 掩蔽操作用于识别参考像素周围的像素块中的像素的子集,并且成本函数基于所识别的像素子集。 确定所述第二图像中的每个参考像素和相应像素之间的差异,并且对于每个参考像素确定作为相应视差的函数的深度值。 基于确定的深度值生成深度图。