This thesis based on the politeness principle and face theory to reveal the difference between western culture and Chinese culture,including their connotation and concept,to make a good understanding of them and there...This thesis based on the politeness principle and face theory to reveal the difference between western culture and Chinese culture,including their connotation and concept,to make a good understanding of them and therefore,to facilitate a better understanding of western and Chinese culture.展开更多
This article studies the application of models of OpenFace(an open-source deep learning algorithm)to forensics by using multiple datasets.The discussion focuses on the ability of the software to identify similarities ...This article studies the application of models of OpenFace(an open-source deep learning algorithm)to forensics by using multiple datasets.The discussion focuses on the ability of the software to identify similarities and differences between faces based on images from forensics.Experiments using OpenFace on the Labeled Faces in the Wild(LFW)-raw dataset,the LFW-deep funnelled dataset,the Surveillance Cameras Face Database(SCface)and ForenFace datasets showed that as the resolution of the input images worsened,the effectiveness of the models degraded.In general,the effect of the quality of the query images on the efficiency of OpenFace was apparent.Therefore,OpenFace in its current form is inadequate for application to forensics,but can be improved to offer promising uses in the field.展开更多
文摘This thesis based on the politeness principle and face theory to reveal the difference between western culture and Chinese culture,including their connotation and concept,to make a good understanding of them and therefore,to facilitate a better understanding of western and Chinese culture.
基金supported by the Netherlands Forensic Institute.
文摘This article studies the application of models of OpenFace(an open-source deep learning algorithm)to forensics by using multiple datasets.The discussion focuses on the ability of the software to identify similarities and differences between faces based on images from forensics.Experiments using OpenFace on the Labeled Faces in the Wild(LFW)-raw dataset,the LFW-deep funnelled dataset,the Surveillance Cameras Face Database(SCface)and ForenFace datasets showed that as the resolution of the input images worsened,the effectiveness of the models degraded.In general,the effect of the quality of the query images on the efficiency of OpenFace was apparent.Therefore,OpenFace in its current form is inadequate for application to forensics,but can be improved to offer promising uses in the field.
