... the identification of critical suit features from images. The extracted keypoints are then mapped to actual suit dimensions using linear regression models, establishing a consistent proportionality framework for accurate pattern scaling. Custom pattern generation rules were developed and implemented in AutoCAD via...

... and objective assessments, separately. Findings The space vector could represent and quantify the shape morphology of the “waist-to-thigh” zone. It had successfully achieved the human body subdivision and corresponding pattern generation for the “waist-to-thigh” zone. And the pattern based on the shape...

...%. It demonstrates that Mask R-CNN can effectively complete automatic segmentation of sleeve components. Figure 2 Loss curve of Mask R-CNN © Emerald Publishing Limited 2022 Emerald Publishing Limited Licensed re-use rights only Pattern generation Garment flat recognition Mask R-CNN Douglas...

... of body girths were established from the body widths and depths using regression analysis for pattern generation. Findings The pattern generation rules were built with the relationships between a human body and the garment patterns using the graphic flattening method. Based on the above rules...