Scene Descriptor Expressing Ambiguity in Information Recovery Based on Incomplete Partial Observation

Takaaki Fukui,Tadashi Matsuo,Nobutaka Shimada,Takaaki Fukui,Tadashi Matsuo,Nobutaka Shimada

In recent studies, the widespread of deep learning has made many kinds of large-scale image datasets available and it has enabled to improve the performance of image-based 3-D scene reconstruction. Several studies estimate whole 3-D scenes including occluded or unseen parts consistent with the obtained partial observations by integrating prior knowledge from training datasets with them, under no c...