Resolving Scale Ambiguity in Multi-view 3D Reconstruction Using Dual-Pixel Sensors

K Ashida, H Santo, F Okura, Y Matsushita - European Conference on …, 2024‏ - Springer
Multi-view 3D reconstruction, namely structure-from-motion and multi-view stereo, is an
essential component in 3D computer vision. In general, multi-view 3D reconstruction suffers …

Revisiting Disparity from Dual-Pixel Images: Physics-Informed Lightweight Depth Estimation

T Kurita, Y Kondo, L Sun, T Sasaki, S Nitta… - arxiv preprint arxiv …, 2024‏ - arxiv.org
In this study, we propose a high-performance disparity (depth) estimation method using dual-
pixel (DP) images with few parameters. Conventional end-to-end deep-learning methods …