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Techniques for determining settings for a content capture device

專利號(hào)
US11968456B2
公開日期
2024-04-23
申請(qǐng)人
Magic Leap, Inc.(US FL Plantation)
發(fā)明人
Brian Keith Smith; Ilya Tsunaev
IPC分類
H04N23/72; H04N5/222; H04N5/265; H04N23/63; H04N23/71; H04N23/73; H04N23/741; H04N23/743; H04N23/76
技術(shù)領(lǐng)域
luma,pixel,image,may,in,be,aec,examples,object,weight
地域: FL FL Plantation

摘要

A method for computing a total weight array includes receiving an image frame captured by a content capture device and identifying a plurality of objects in the image frame. Each object of the plurality of objects corresponds to one of a plurality of pixel groups. The method also includes providing a plurality of neural networks and calculating, for each object of the plurality of objects, an object weight using a corresponding neural network of the plurality of neural networks. The method further includes computing the total weight array by summing the object weight for each of the plurality of objects.

說明書

The process 100 may further include computing average luma pixel group values for each pixel group of the image (130). In some examples, an average luma pixel group value may be computed by accumulating luma values for each pixel of a pixel group. In such examples, luma values may represent the brightness of an image (e.g., an achromatic portion of an image). In some examples, a luma value may be a representation of an image without a color component. For example, in a YUV colorspace, a luma value may be the Y. In some examples, a luma value is a weighted sum of gamma-compressed RGB components of an image. In such examples, the luma value may be referred to as gamma-corrected luma. In some examples, accumulation may be performed by software or hardware by adding up luma values for each pixel of the pixel group. Once the luma values for a pixel group are accumulated, the total number may be divided by the number of pixels in the pixel group to compute an average luma pixel group value for the pixel group. This process may be repeated for each pixel group in the image.

The process 100 may further include performing AEC (140). The AEC may take as input the average luma pixel group values for each pixel group of the image. In some examples, an AEC method may apply weights to the average luma pixel group values described above using a weight array. In such examples, the AEC may also take as input the weight array, which may identify a weight to apply to each pixel group of the image.

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