US 12,236,530 B2
Method for fabricating three-dimensional descriptor extractor, and method and system for retrieving three-dimensional shape
Phong Tran Quang Nguyen, Tokyo (JP); Kouji Maruyama, Tokyo (JP); and Kiyofumi Shijo, Tokyo (JP)
Assigned to ASTRAEA SOFTWARE CO., LTD., Tokyo (JP)
Filed by Astraea Software Co., Ltd., Tokyo (JP)
Filed on Feb. 1, 2023, as Appl. No. 18/163,053.
Claims priority of application No. 2022-014874 (JP), filed on Feb. 2, 2022.
Prior Publication US 2023/0245392 A1, Aug. 3, 2023
Int. Cl. G06T 17/20 (2006.01); G06T 3/4046 (2024.01)
CPC G06T 17/20 (2013.01) [G06T 3/4046 (2013.01); G06T 2207/10028 (2013.01); G06T 2207/20081 (2013.01); G06T 2207/20084 (2013.01)] 3 Claims
OG exemplary drawing
 
1. A method for fabricating a three-dimensional shape descriptor extractor, the method comprising:
collecting surface data from a three-dimensional shape as learning data; and
training a set of a prescribed encoder and a prescribed decoder by using the learning data, the training extracting a three-dimensional shape descriptor from the learning data by using the encoder, undoes the three-dimensional shape descriptor by using the decoder, evaluates a difference between a state before using the encoding and a state after using the decoding, and adjusts the encoder and the decoder so as to reduce the error, wherein
the collecting collects, as the surface data, more point cloud data for adjacent mesh faces forming an acuter surface angle for meshes capable of being encoded and decoded by the three-dimensional shape descriptor extractor,
the training trains the encoder and the decoder using the surface data.