Illusion of Depth: Revealing Hidden Stereo Vision Vulnerabilities in Depth Estimation

Stereo cameras are integrated into autonomous systems such as self-driving cars, drones, and robots to offer precise depth estimation in a cost-effective manner compared to LiDAR technology. In this work, we reveal an intrinsic vulnerability in stereo cameras that stems from their pixel sampling...