Tien Phuoc Nguyen

Self-supervised surround-view depth estimation with volumetric feature fusion

We present a self-supervised depth estimation approach using a unified volumetric feature fusion for surround-view images. Given a set of surround-view images, our method constructs a volumetric feature map by extracting image feature maps from surround-view images and fuse the feature maps into a s…