Virtual fitting method based on feature guidance

• Main Authors: TAN TAIZHE, CHEN HONGCAI
• Format: Patent
• Language: Chinese; English
• Published: 23.02.2024
• Subjects: CALCULATING; COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS; COMPUTING; COUNTING; DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FORADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORYOR FORECASTING PURPOSES; IMAGE DATA PROCESSING OR GENERATION, IN GENERAL; PHYSICS; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE,COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTINGPURPOSES, NOT OTHERWISE PROVIDED FOR

The invention discloses a virtual fitting method based on feature guidance, and relates to the field of computer vision simulation. The method comprises the following steps: receiving a human body analysis model, a target clothing image and a model clothing-contour-free image; performing feature extraction and fusion on the human body analysis model and the target clothing image to obtain transformation parameters; obtaining a deformed garment image and a deformed garment mask by using a TPS algorithm; the method comprises the following steps: carrying out pixel deshrinkage on a model clothes-contour-free image, and then carrying out multi-dimensional feature extraction to obtain a multi-dimensional contour feature for feature guidance; carrying out feature information interaction fusion on the human body analysis model, the deformation clothing image, the deformation clothing mask and the multi-dimensional contour features to obtain a synthetic mask and a rendered human body model; and generating a virtual f