MVSBoost: An Efficient Point Cloud-based 3D Reconstruction

arXiv:2406.13515v1 Announce Type: new
Abstract: Efficient and accurate 3D reconstruction is crucial for various applications, including augmented and virtual reality, medical imaging, and cinematic special effects. While traditional Multi-View Stereo (MVS) systems have been fundamental in these applications, using neural implicit fields in implicit 3D scene modeling has introduced new possibilities for handling complex topologies and continuous surfaces. However, neural implicit fields often suffer from computational inefficiencies, overfitting, and heavy reliance on data quality, limiting their practical use. This paper …

3d reconstruction abstract applications arxiv augmented and virtual reality cloud cloud-based cs.cv effects fields fundamental imaging medical medical imaging modeling reality special effects systems type view virtual virtual reality while