IMAGE REGISTRATION METHOD AND RELATED MODEL TRAINING METHOD, DEVICE AND APPARATUS

WIPO Patent Application WO/2021/238171

A1

An image registration method and a related model training method, device and apparatus. The method comprises: acquiring a real two-dimensional image and a reference two-dimensional image (S10); performing feature extraction on the reference two-dimensional image by using a virtual image feature extraction network of an image registration model to obtain a first virtual feature map, wherein the image registration model is pre-trained using a virtual image, the virtual image feature extraction network participates in pre-training, and the virtual image is generated on the basis of a virtual target (S11); performing feature extraction on the real two-dimensional image by using a real image feature extraction network of the image registration model to obtain a first real feature map, wherein the real image feature extraction network does not participate in the pre-training (S12); and adjusting network parameters of the real image feature extraction network by using the difference between the first real feature map and the first virtual feature map (S13).

XIE SHUAINING (CN)
ZHAO LIANG (CN)
HUANG NING (CN)
ZHANG SHAOTING (CN)
WANG CONG (CN)
CAI ZONGYUAN (CN)

PCT/CN2020/136254

December 02, 2021

December 14, 2020

Click for automatic bibliography generation  

SHANGHAI SENSETIME INTELLIGENT TECH CO LTD (CN)

G06T7/33

CN111640145A	2020-09-08
CN110838139A	2020-02-25
CN110197190A	2019-09-03
US20190096035A1	2019-03-28

CHINA PAT INTELLECTUAL PROPERTY OFFICE (CN)

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