Camera-Independent Single Image Depth Estimation from Defocus Blur

Lahiru Wijayasingha, Homa Alemzadeh, John A. Stankovic

Monocular depth estimation is an important step in many downstream tasks in machine vision. We address the topic of estimating monocular depth from defocus blur which can yield mor…