Is cartoonized life-vlogging the key to increasing adoption of activity-oriented wearable camera systems?

ABSTRACT: Health science researchers studying human behavior rely on wearable cameras to visually confirm behaviors in real-world settings. However, privacy concerns significantly impede their adoption. Lens orientation and activity-oriented cameras have potential in balancing the need to visually validate the wearers' activities while reducing privacy concerns. To increase adoption and further alleviate privacy concerns while maintaining utility, generative stylizing approaches, like cartooning using generative adversarial networks (GANs), have recently shown promise. We investigate different cartoon-based obfuscation of activity-oriented footage through two studies. The first deploys crowdsourcing methods (n=60), while the second is experiential, where participants (n=49) don the device for an ent

SUBMITTER: Fernandes G 

PROVIDER: S-EPMC11864368 | biostudies-literature | 2023 Apr

REPOSITORIES: biostudies-literature