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Caricature is an exaggerated form of artistic portraiture that accentuates unique yet subtle characteristics of human faces. Recently, advancements in deep end-to-end techniques have yielded encouraging outcomes in capturing both style and…

计算机视觉与模式识别 · 计算机科学 2023-11-23 Lamyanba Laishram , Muhammad Shaheryar , Jong Taek Lee , Soon Ki Jung

Caricature is an artistic drawing created to abstract or exaggerate facial features of a person. Rendering visually pleasing caricatures is a difficult task that requires professional skills, and thus it is of great interest to design a…

计算机视觉与模式识别 · 计算机科学 2020-08-14 Wenqing Chu , Wei-Chih Hung , Yi-Hsuan Tsai , Yu-Ting Chang , Yijun Li , Deng Cai , Ming-Hsuan Yang

We propose, WarpGAN, a fully automatic network that can generate caricatures given an input face photo. Besides transferring rich texture styles, WarpGAN learns to automatically predict a set of control points that can warp the photo into a…

计算机视觉与模式识别 · 计算机科学 2019-04-17 Yichun Shi , Debayan Deb , Anil K. Jain

Caricature generation aims to translate real photos into caricatures with artistic styles and shape exaggerations while maintaining the identity of the subject. Different from the generic image-to-image translation, drawing a caricature…

计算机视觉与模式识别 · 计算机科学 2020-10-02 Zheng Gu , Chuanqi Dong , Jing Huo , Wenbin Li , Yang Gao

In this paper, we propose the first sketching system for interactively personalized and photorealistic face caricaturing. Input an image of a human face, the users can create caricature photos by manipulating its facial feature curves. Our…

计算机视觉与模式识别 · 计算机科学 2018-07-25 Xiaoguang Han , Kangcheng Hou , Dong Du , Yuda Qiu , Yizhou Yu , Kun Zhou , Shuguang Cui

Given an input face photo, the goal of caricature generation is to produce stylized, exaggerated caricatures that share the same identity as the photo. It requires simultaneous style transfer and shape exaggeration with rich diversity, and…

计算机视觉与模式识别 · 计算机科学 2021-12-21 Haodi Hou , Jing Huo , Jing Wu , Yu-Kun Lai , Yang Gao

Caricature generation is an interesting yet challenging task. The primary goal is to generate plausible caricatures with reasonable exaggerations given face images. Conventional caricature generation approaches mainly use low-level…

计算机视觉与模式识别 · 计算机科学 2018-11-22 Wenbin Li , Wei Xiong , Haofu Liao , Jing Huo , Yang Gao , Jiebo Luo

Caricature is a type of artistic style of human faces that attracts considerable attention in the entertainment industry. So far a few 3D caricature generation methods exist and all of them require some caricature information (e.g., a…

计算机视觉与模式识别 · 计算机科学 2021-11-16 Zipeng Ye , Mengfei Xia , Yanan Sun , Ran Yi , Minjing Yu , Juyong Zhang , Yu-Kun Lai , Yong-jin Liu

Facial caricature is an art form of drawing faces in an exaggerated way to convey humor or sarcasm. In this paper, we propose the first Generative Adversarial Network (GAN) for unpaired photo-to-caricature translation, which we call…

计算机视觉与模式识别 · 计算机科学 2018-11-05 Kaidi Cao , Jing Liao , Lu Yuan

Cartoons are an important part of our entertainment culture. Though drawing a cartoon is not for everyone, creating it using an arrangement of basic geometric primitives that approximates that character is a fairly frequent technique in…

计算机视觉与模式识别 · 计算机科学 2022-11-07 Simanta Deb Turja , Mohammad Imrul Jubair , Md. Shafiur Rahman , Md. Hasib Al Zadid , Mohtasim Hossain Shovon , Md. Faraz Kabir Khan

Caricature is an art form that expresses subjects in abstract, simple and exaggerated view. While many caricatures are 2D images, this paper presents an algorithm for creating expressive 3D caricatures from 2D caricature images with a…

计算机视觉与模式识别 · 计算机科学 2018-03-28 Qianyi Wu , Juyong Zhang , Yu-Kun Lai , Jianmin Zheng , Jianfei Cai

Caricature is an abstraction of a real person which distorts or exaggerates certain features, but still retains a likeness. While most existing works focus on 3D caricature reconstruction from 2D caricatures or translating 2D photos to 2D…

图形学 · 计算机科学 2019-06-04 Yudong Guo , Luo Jiang , Lin Cai , Juyong Zhang

Photo-to-caricature translation aims to synthesize the caricature as a rendered image exaggerating the features through sketching, pencil strokes, or other artistic drawings. Style rendering and geometry deformation are the most important…

计算机视觉与模式识别 · 计算机科学 2020-11-11 Yuhe Ding , Xin Ma , Mandi Luo , Aihua Zheng , Ran He

A photorealistic and controllable 3D caricaturization framework for faces is introduced. We start with an intrinsic Gaussian curvature-based surface exaggeration technique, which, when coupled with texture, tends to produce over-smoothed…

图形学 · 计算机科学 2026-01-08 Eldad Matmon , Amit Bracha , Noam Rotstein , Ron Kimmel

Face recognition of realistic visual images has been well studied and made a significant progress in the recent decade. Unlike the realistic visual images, the face recognition of the caricatures is far from the performance of the visual…

计算机视觉与模式识别 · 计算机科学 2020-03-13 Zuheng Ming , Jean-Christophe Burie , Muhammad Muzzamil Luqman

Advances in deep neural networks have considerably improved the art of animating a still image without operating in 3D domain. Whereas, prior arts can only animate small images (typically no larger than 512x512) due to memory limitations,…

计算机视觉与模式识别 · 计算机科学 2020-08-04 Zili Yi , Qiang Tang , Vishnu Sanjay Ramiya Srinivasan , Zhan Xu

Caricature is an artistic abstraction of the human face by distorting or exaggerating certain facial features, while still retains a likeness with the given face. Due to the large diversity of geometric and texture variations, automatic…

计算机视觉与模式识别 · 计算机科学 2021-03-09 Hongrui Cai , Yudong Guo , Zhuang Peng , Juyong Zhang

Rather than the visual images, the face recognition of the caricatures is far from the performance of the visual images. The challenge is the extreme non-rigid distortions of the caricatures introduced by exaggerating the facial features to…

计算机视觉与模式识别 · 计算机科学 2019-11-11 Zuheng Ming , Jean-Christophe Burie , Muhammad Muzzamil Luqman

With the booming of virtual reality (VR) technology, there is a growing need for customized 3D avatars. However, traditional methods for 3D avatar modeling are either time-consuming or fail to retain similarity to the person being modeled.…

计算机视觉与模式识别 · 计算机科学 2023-07-06 Chuanyu Pan , Guowei Yang , Taijiang Mu , Yu-Kun Lai

Researchers have explored various ways to generate realistic images from freehand sketches, e.g., for objects and human faces. However, how to generate realistic human body images from sketches is still a challenging problem. It is, first…

计算机视觉与模式识别 · 计算机科学 2022-05-23 Xian Wu , Chen Wang , Hongbo Fu , Ariel Shamir , Song-Hai Zhang , Shi-Min Hu
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