A corresponding explosion in digital images has accompanied the rapid adoption of mobile technology around the world. People and their activities are routinely captured in digital image and video files. By their very nature, these images and videos often portray social and professional connections. Individuals in the same picture are often connected in some meaningful way. Our research seeks to identify and model social connections found in images using modern face detection technology and social network analysis. The proposed methods are then demonstrated on the public image repository associated with the 2022 Emmy's Award Presentation.
翻译:全球范围内移动技术的迅速普及伴随着数字图像的爆炸式增长。人们的活动在日常中被数字图像和视频文件所记录。这些图像和视频本质上往往展现社会与职业联系。同一张照片中的个体通常以某种有意义的方式相互关联。本研究旨在利用现代人脸检测技术与社交网络分析,识别并建模图像中蕴含的社会联系。随后,所提出的方法在2022年艾美奖颁奖典礼相关的公开图像库中得到验证。