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A METHOD AND A SYSTEM FOR FACIAL LANDMARK DETECTION BASED ON MULTI-TASK

机译:基于多任务的人脸识别方法及系统

摘要

The present application disclosed a method and system for detecting facial landmarks of a face image. The method may comprise extracting multiple feature maps from at least one facial region of the face image and/or the whole face image; generating a shared facial feature vector from the extracted multiple feature maps; and predicting facial landmark locations of the face image from the generated shared facial feature vector. With the present method and system, the facial landmark detection can be optimized together with heterogeneous but subtly related task, so that the detection robustness can be improved through multi-task learning.
机译:本申请公开了一种用于检测面部图像的面部界标的方法和系统。该方法可以包括从面部图像和/或整个面部图像的至少一个面部区域提取多个特征图;从提取的多个特征图生成共享的面部特征向量;从生成的共享面部特征向量预测面部图像的面部界标位置。利用本方法和系统,可以与异类但细微相关的任务一起优化面部界标检测,从而可以通过多任务学习来提高检测鲁棒性。

著录项

  • 公开/公告号WO2016026063A1

    专利类型

  • 公开/公告日2016-02-25

    原文格式PDF

  • 申请/专利权人 TANG XIAOOU;

    申请/专利号WO2014CN00769

  • 发明设计人 ZHANG ZHANPENG;LUO PING;LOY CHEN CHANGE;

    申请日2014-08-21

  • 分类号G06K9/78;

  • 国家 WO

  • 入库时间 2022-08-21 14:18:49

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