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    • 88. 发明授权
    • Method and apparatus for measuring video quality using at least one semi-supervised learning regressor for mean observer score prediction
    • 使用至少一个半监督学习回归器测量视频质量的方法和装置,用于平均观察者评分预测
    • US08824783B2
    • 2014-09-02
    • US13695060
    • 2010-04-30
    • Feng XuZhibo ChenDebing LiuXiaodong Gu
    • Feng XuZhibo ChenDebing LiuXiaodong Gu
    • G06K9/62G06K9/46H04N17/00G06T7/00
    • H04N17/004G06N99/005G06T7/0002G06T2207/10016G06T2207/20081G06T2207/30168
    • The invention is made in the technical field of video quality measurement. More precisely, the invention is related to mean observer score prediction using a trained semi-supervised learning regressor. That is, a method and apparatus for measuring video quality using a semi-supervised learning system for mean observer score prediction is proposed. Said semi-supervised learning system comprises at least one semi-supervised learning regressor and said method comprises training the learning system and retraining the trained learning system using a selection of test data wherein the test data is used for determining at least one mean observer score prediction using the trained learning system and the selection is indicated by a feedback received through a user interface upon presenting, in the user interface, said at least one mean observer score prediction. Doing so, prediction quality can be improved after re-training at least for the selection.
    • 本发明是在视频质量测量技术领域进行的。 更准确地说,本发明涉及使用训练有素的半监督学习回归器的平均观察者评分预测。 也就是说,提出了一种使用半监督学习系统测量视频质量的方法和装置,用于平均观察员评分预测。 所述半监督学习系统包括至少一个半监督学习回归器,并且所述方法包括训练学习系统并且使用测试数据的选择重新训练训练学习系统,其中测试数据用于确定至少一个平均观察者评分预测 使用训练的学习系统和选择由在用户界面中呈现所述至少一个平均观察者分数预测时通过用户界面接收的反馈来指示。 做到这一点,至少在选择后再进行训练后,可以提高预测质量。
    • 90. 发明授权
    • Control circuit for indicator light
    • 指示灯控制电路
    • US08624706B2
    • 2014-01-07
    • US13198716
    • 2011-08-05
    • Feng XuYong-Qian Deng
    • Feng XuYong-Qian Deng
    • G08B25/00
    • H05B33/0818H05B33/0845Y02B20/346
    • A control circuit for an indicator light includes a power source, a switch unit, a ground resistor, and a first adjusting unit. The power source supplies a voltage. The switch unit is connected between the power source and the indicator light and turns on or turns off the indicator light. The ground resistor is connected between the power source and the ground via the indicator light and the switch unit. The first adjusting unit includes a first adjusting resistor and a first control switch. The adjusting resistor is connected between the indicator light and the ground via the first control switch. The first control switch is capable of connecting the first adjusting resistor with the ground resistor in parallel.
    • 用于指示灯的控制电路包括电源,开关单元,接地电阻器和第一调节单元。 电源提供电压。 开关单元连接在电源和指示灯之间,并打开或关闭指示灯。 接地电阻通过指示灯和开关单元连接在电源和地之间。 第一调节单元包括第一调节电阻器和第一控制开关。 调节电阻通过第一个控制开关连接在指示灯和地面之间。 第一个控制开关能够并联第一个调节电阻和接地电阻。