Abstract:Deep Neural Networks (DNNs) have the potential to improve the quality of image-based 3D reconstructions. A challenge which still remains is to utilize the potential of DNNs to improve 3D reconstructions from high-resolution image datasets as available by the ETH3D benchmark. In this paper, we propose a way to employ DNNs in the image domain to gain a significant quality improvement of geometric image based 3D reconstruction. This is achieved by utilizing confidence prediction networks which have been adapted t… Show more
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