Computer vision

Optics lens design for privacy-preserving scene captioning

Image captioning is a challenging task that connects two major artificial intelligence fields: computer vision and natural language processing. Image captioning models use traditional images to generate a natural language description of the scene. …

Learning Privacy-preserving Optics for Human Pose Estimation.

The widespread use of always-connected digital cameras in our everyday life has led to increasing concerns about the users privacy and security. How to develop privacy-preserving computer vision systems? In particular, we want to prevent the camera …

Learning Privacy-preserving Optics for Human Pose Estimation

In this project, we design the camera lens to perform human pose estimation while preserving users’ privacy.