Monocular depth estimation reconstructs three-dimensional scene geometry from a single two-dimensional image, addressing the intrinsic ambiguity of inferring spatial structure from limited visual cues ...

In an image, estimating the distance between objects and the camera by using the blur in the images as clue, also known as depth from focus/defocus, is essential in computer vision. However, ...

Lighter images represent pre-2020 models with limited data and images to use(sub-one million parameters); darker images post-2020 represent models using over a million parameters with the darkest ...

Apple’s AI research team has developed a new model that could significantly advance how machines perceive depth, potentially transforming industries ranging from augmented reality to autonomous ...

The proposed method takes as input the focal stack and camera settings, and establishes a cost volume based on a lens defocus model. This design enables depth estimation with different camera settings ...