A Deep Learning Framework to Reconstruct Face under Mask

1 code implementation • 23 Mar 2022 • Gourango Modak, Shuvra Smaran Das, Md. Ajharul Islam Miraj, Md. Kishor Morol

This problem is complex because (i) it is difficult to determine the gender of an image hidden behind a mask, which causes the network to become confused and reconstruct the male face as a female or vice versa; (ii) we may receive images from multiple angles, making it extremely difficult to maintain the actual shape, topological structure of the face and a natural image; and (iii) there are problems with various mask forms because, in some cases, the area of the mask cannot be anticipated precisely; certain parts of the mask remain on the face after completion.

Gender Classification Image Reconstruction +2