Method for producing photorealistic 3D models of glasses lens
A method of generating a digital model of a lens of a pair of glasses from images of the pair of glasses with an uniform background. The images being taken with a camera of an acquisition device. A silhouette of the lens is generated by clipping the lens in the taken images. A processor is configured to project the silhouette on a 3D surface of the digital model, adjust a surface of degree 2 to the projected silhouette, cut the adjusted surface according to the projected silhouette, extrude the adjusted surface from the 3D surface to obtain the desired thickness of the lens, and apply a realistic texture on the digital model of the lens. The texture depends of the angle of view of the lens.
1. A method of generating a digital model of a lens of a pair of glasses from images of the pair of glasses with an uniform background, the images being taken with a camera of an acquisition device, the method comprising steps of:
generating a silhouette of the lens by clipping the lens in the taken images with an active contour approach;
projecting the silhouette on a 3D surface of a digital model of the lens generated by a processor;
adjusting a surface of degree 2 to the projected silhouette;
cutting the adjusted surface according to the projected silhouette;
extruding the adjusted surface from the 3D surface to obtain a desired thickness of the lens; and
applying a texture on the digital model of the lens, said texture depends on an angle of view of the lens;
automatically generating a clipping path of the lens from the taken images by the processor:
generating a threshold by measuring a noise of a sensor of the acquisition device on known areas corresponding to a background of one or more images;
for each background, generating a binary mask corresponding to areas of the image that includes the pair of glasses;
generating a glasses mask by union of the binary masks; and
cutting the lens by the active contour approach in the images according to the glasses mask.
2. The method according to claim 1 , wherein the texture includes a reflection map.
3. The method according to claim 1 , wherein the silhouette of the lens is generated by clipping the lens in the taken images comprising uniform background with distinct colors.
4. The method according to claim 1 , further comprising a step of filling holes of the glasses mask by image processing or by generating a mask of main related components by the processor.