Face recognition method and system based on big data and computer readable storage medium
The invention discloses a big data-based face recognition method and system and a computer readable storage medium, and the method comprises the steps: carrying out the analysis of a scene of unsuccessfully matched data through the utilization of the unsuccessfully matched data, and carrying out the...
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Main Authors | , , , , , |
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Format | Patent |
Language | Chinese English |
Published |
17.11.2023
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Abstract | The invention discloses a big data-based face recognition method and system and a computer readable storage medium, and the method comprises the steps: carrying out the analysis of a scene of unsuccessfully matched data through the utilization of the unsuccessfully matched data, and carrying out the analysis of the scene of the unsuccessfully matched data; through application of the Gaussian background model, an image without a foreground, namely an image without a face image, is obtained, and the image contains rich environment information, such as over-strong illumination, over-weak illumination, rainy days, foggy days and other scenes which are difficult to recognize successfully. An image without a foreground is fused with a face image in a successfully recognized image to obtain a more real image data set which is not successfully recognized, and the data set is added into a training set of a deep learning model for model training, so that compared with an existing simple data enhancement mode, the metho |
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AbstractList | The invention discloses a big data-based face recognition method and system and a computer readable storage medium, and the method comprises the steps: carrying out the analysis of a scene of unsuccessfully matched data through the utilization of the unsuccessfully matched data, and carrying out the analysis of the scene of the unsuccessfully matched data; through application of the Gaussian background model, an image without a foreground, namely an image without a face image, is obtained, and the image contains rich environment information, such as over-strong illumination, over-weak illumination, rainy days, foggy days and other scenes which are difficult to recognize successfully. An image without a foreground is fused with a face image in a successfully recognized image to obtain a more real image data set which is not successfully recognized, and the data set is added into a training set of a deep learning model for model training, so that compared with an existing simple data enhancement mode, the metho |
Author | MA XIANGYU SHUAI KUN ZAN YUEPENG ZHENG YAYUN LI YUSHI JIANG XINYUE |
Author_xml | – fullname: ZHENG YAYUN – fullname: MA XIANGYU – fullname: JIANG XINYUE – fullname: LI YUSHI – fullname: SHUAI KUN – fullname: ZAN YUEPENG |
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DocumentTitleAlternate | 基于大数据的人脸识别方法、系统及计算机可读存储介质 |
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Snippet | The invention discloses a big data-based face recognition method and system and a computer readable storage medium, and the method comprises the steps:... |
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Title | Face recognition method and system based on big data and computer readable storage medium |
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