Depth Image Estimation

Depth image estimation is a key technology in computer vision that aims to recover the three-dimensional depth information of a scene from monocular or multi-view images. This technique involves analyzing geometric structures, lighting, and texture features in the images to construct high-precision depth maps, which provide crucial support for subsequent tasks such as 3D reconstruction, object recognition, and scene understanding. Depth image estimation has broad applications in areas like augmented reality, autonomous driving, robot navigation, and medical image analysis, significantly enhancing the perceptual capabilities and intelligence of systems.