Portrait Sketch Generative Model for Misaligned Photo-to-Sketch Dataset

A deep-learning-based model for generating line-based portrait sketches from portrait photos is proposed in this paper. The misalignment problem is addressed by the introduction of a novel loss term, designed to tolerate misalignments between Ground Truth sketches and generated sketches. Artists’ sk...

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Bibliographic Details
Main Authors: Hyungbum Kim, Junho Kim, Heekyung Yang
Format: Article
Language:English
Published: MDPI AG 2023-09-01
Series:Mathematics
Subjects:
Online Access:https://www.mdpi.com/2227-7390/11/17/3761