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Automated selection of subjectively best image frames from burst captured image sequences

机译:从突发捕获的图像序列中自动选择主观上最好的图像帧

摘要

A “Best of Burst Selector,” or “BoB Selector,” automatically selects a subjectively best image from a single set of images of a scene captured in a burst or continuous capture mode, captured as a video sequence, or captured as multiple images of the scene over any arbitrary period of time and any arbitrary timing between images. This set of images is referred to as a burst set. Selection of the subjectively best image is achieved in real-time by applying a machine-learned model to the burst set. The machine-learned model of the BoB Selector is trained to select one or more subjectively best images from the burst set in a way that closely emulates human selection based on subjective subtleties of human preferences. Images automatically selected by the BoB Selector are presented to a user or saved for further processing.
机译:“最佳连拍选择器”或“ BoB选择器”自动从以连拍或连续拍摄模式拍摄,以视频序列拍摄或以多个图像拍摄的场景的一组图像中自动选择主观上最佳的图像。任意时间段和图像之间任意时间间隔的场景。这组图像称为连拍组。通过将机器学习的模型应用于脉冲组,可以实时实现主观最佳图像的选择。 BoB选择器的机器学习模型经过训练,可以从突发集合中选择一个或多个主观最佳图像,其方式可基于人类偏好的主观细微之处来模拟人类选择。 BoB选择器自动选择的图像会显示给用户或保存以进行进一步处理。

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