Chamfer Distance
Chamfer distance is a method for measuring similarity between two point sets. It computes the average distance from each point to the nearest point in the other set, disregarding point order and emphasizing proximity of spatial shape.
Timeline (last 90 days)
Chamfer distance ignores point order and only computes the average distance from each point in one point set to its nearest point in the other, focusing on measuring spatial shape closeness.
In synthetic and real indoor scene experiments, compared with the strongest baseline, WorldRecon reduced Chamfer distance by 14.9% and 43.1% on the two test sets, respectively, while improving F-score by 17.3% and 12.0%.
All Facts (2)
Chamfer distance ignores point order and only computes the average distance from each point in one point set to its nearest point in the other, focusing on measuring spatial shape closeness.
50%UnverifiedIn synthetic and real indoor scene experiments, compared with the strongest baseline, WorldRecon reduced Chamfer distance by 14.9% and 43.1% on the two test sets, respectively, while improving F-score by 17.3% and 12.0%.
50%