CAN YOU FIND A FACE IN A HEVC BITSTREAM?

被引:0
|
作者
Alvar, Saeed Ranjbar [1 ]
Choi, Hyomin [1 ]
Bajic, Ivan V. [1 ]
机构
[1] Simon Fraser Univ, Sch Engn Sci, Burnaby, BC, Canada
关键词
Face detection; face localization; HEVC; deep learning; privacy; scrambling;
D O I
暂无
中图分类号
O42 [声学];
学科分类号
070206 ; 082403 ;
摘要
Finding faces in images is one of the most important tasks in computer vision, with applications in biometrics, surveillance, human-computer interaction, and other areas. In our earlier work, we demonstrated that it is possible to tell whether or not an image contains a face by only examining the HEVC syntax, without fully reconstructing the image. In the present work we move further in this direction by showing how to localize faces in HEVC-coded images, without full reconstruction. We also demonstrate the benefits that such approach can have in privacy-friendly face localization.
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页码:1288 / 1292
页数:5
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