CN113196279A - 一种面部属性的识别方法及电子设备 - Google Patents
一种面部属性的识别方法及电子设备 Download PDFInfo
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Abstract
一种面部属性的识别方法及电子设备，用于解决现有存在的多面部场景下识别时间较长、功耗较大的问题。方法通过神经网络模型对待识别图像进行预测，得到每个图像块对应的置信度、面部区域预测位置、以及面部属性预测值；面部区域预测位置是基于每个图像块预测的第一面部区域在待识别图像内的位置，置信度用于指示第一面部区域的参考点位于图像块内的概率，面部属性预测值用于表示基于图像块预测的第一面部属性；在L个图像块中确定置信度达到第一阈值的第一面部对应的至少一个第一图像块；根据每个第一图像块对应的每个面部预测位置确定第二面部区域在待识别图像中的位置；根据第一图像块对应的面部属性预测值，为第一面部确定第二面部属性。
Description
PCT国内申请，说明书已公开。
Claims (18)
- PCT国内申请，权利要求书已公开。
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| PCT/CN2018/121859 WO2020124390A1 (zh) | 2018-12-18 | 2018-12-18 | 一种面部属性的识别方法及电子设备 |
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| Publication Number | Publication Date |
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| CN113196279A true CN113196279A (zh) | 2021-07-30 |
| CN113196279B CN113196279B (zh) | 2024-02-09 |
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| CN201880100243.9A Active CN113196279B (zh) | 2018-12-18 | 2018-12-18 | 一种面部属性的识别方法及电子设备 |
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| Country | Link |
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| WO (1) | WO2020124390A1 (zh) |
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| Publication number | Priority date | Publication date | Assignee | Title |
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| CN117351463A (zh) * | 2022-06-28 | 2024-01-05 | 魔门塔(苏州)科技有限公司 | 参数检测方法和设备 |
Citations (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20140341422A1 (en) * | 2013-05-10 | 2014-11-20 | Tencent Technology (Shenzhen) Company Limited | Systems and Methods for Facial Property Identification |
| CN107844781A (zh) * | 2017-11-28 | 2018-03-27 | 腾讯科技（深圳）有限公司 | 人脸属性识别方法及装置、电子设备及存储介质 |
| WO2018072102A1 (zh) * | 2016-10-18 | 2018-04-26 | 华为技术有限公司 | 一种人脸图像中眼镜去除方法及装置 |
| CN108491794A (zh) * | 2018-03-22 | 2018-09-04 | 腾讯科技（深圳）有限公司 | 面部识别的方法和装置 |
| US20180289334A1 (en) * | 2017-04-05 | 2018-10-11 | doc.ai incorporated | Image-based system and method for predicting physiological parameters |
| CN108921022A (zh) * | 2018-05-30 | 2018-11-30 | 腾讯科技（深圳）有限公司 | 一种人体属性识别方法、装置、设备及介质 |
Family Cites Families (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| GB2402536B (en) * | 2003-06-05 | 2008-04-02 | Canon Kk | Image processing |
| CN101504721A (zh) * | 2009-03-13 | 2009-08-12 | 北京中星微电子有限公司 | 一种基于面部图像进行身份认证的方法及装置 |
| US8861802B2 (en) * | 2012-03-13 | 2014-10-14 | Honeywell International Inc. | Face image prioritization based on face quality analysis |
| CN103824054B (zh) * | 2014-02-17 | 2018-08-07 | 北京旷视科技有限公司 | 一种基于级联深度神经网络的人脸属性识别方法 |
| CN107247947B (zh) * | 2017-07-07 | 2021-02-09 | 智慧眼科技股份有限公司 | 人脸属性识别方法及装置 |
| CN108229296B (zh) * | 2017-09-30 | 2021-04-02 | 深圳市商汤科技有限公司 | 人脸皮肤属性识别方法和装置、电子设备、存储介质 |
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2018
- 2018-12-18 WO PCT/CN2018/121859 patent/WO2020124390A1/zh active Application Filing
- 2018-12-18 CN CN201880100243.9A patent/CN113196279B/zh active Active
Patent Citations (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20140341422A1 (en) * | 2013-05-10 | 2014-11-20 | Tencent Technology (Shenzhen) Company Limited | Systems and Methods for Facial Property Identification |
| WO2018072102A1 (zh) * | 2016-10-18 | 2018-04-26 | 华为技术有限公司 | 一种人脸图像中眼镜去除方法及装置 |
| US20180289334A1 (en) * | 2017-04-05 | 2018-10-11 | doc.ai incorporated | Image-based system and method for predicting physiological parameters |
| CN107844781A (zh) * | 2017-11-28 | 2018-03-27 | 腾讯科技（深圳）有限公司 | 人脸属性识别方法及装置、电子设备及存储介质 |
| CN108491794A (zh) * | 2018-03-22 | 2018-09-04 | 腾讯科技（深圳）有限公司 | 面部识别的方法和装置 |
| CN108921022A (zh) * | 2018-05-30 | 2018-11-30 | 腾讯科技（深圳）有限公司 | 一种人体属性识别方法、装置、设备及介质 |
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| Publication number | Publication date |
|---|---|
| WO2020124390A1 (zh) | 2020-06-25 |
| CN113196279B (zh) | 2024-02-09 |
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