Caricature Generation Using Dobot Magician

EasyChair Preprint 8425

Abstract

A caricature is a piece of art depicting persons or sociological conditions in a non-verbal way. A caricature is usually created by the reference models of a physical human being. The deviations from the reference model are the characteristic feature of the caricature. Basically, a caricature is used to either insult or compliment a human being or to depict an event involving human beings pictorially. The aim of caricaturist visualization is an illustrative depiction of the characteristics of a given data by exaggerating deviations from the reference model. This paper proposes a model to automate the process of generating caricature based on input images. This model uses adaptive thresholding and SVM algorithm for the cause.

Keyphrases: Adaptive Thresholding, Caricature, Face shape, GAN, Gaussian filter, SVM, exaggeration, face-shape Bilateral Filtering, image processing

@booklet{EasyChair:8425,
  author    = {Arpit Ojha},
  title     = {Caricature Generation Using Dobot Magician},
  howpublished = {EasyChair Preprint 8425},
  year      = {EasyChair, 2022}}