Browse SoTA > Computer Vision > Caricature

Caricature

8 papers with code · Computer Vision

Caricature is a pictorial representation or description that deliberately exaggerates a person’s distinctive features or peculiarities to create an easily identifiable visual likeness with a comic effect. This vivid art form contains the concepts of abstraction, simplification and exaggeration.

Source: Alive Caricature from 2D to 3D

Benchmarks

No evaluation results yet. Help compare methods by submit evaluation metrics.

Greatest papers with code

Learning to Zoom: a Saliency-Based Sampling Layer for Neural Networks

ECCV 2018 recasens/Saliency-Sampler

We introduce a saliency-based distortion layer for convolutional neural networks that helps to improve the spatial sampling of input data for a given task.

CARICATURE GAZE ESTIMATION IMAGE CLASSIFICATION OBJECT CLASSIFICATION

Landmark Detection and 3D Face Reconstruction for Caricature using a Nonlinear Parametric Model

20 Apr 2020Juyong/CaricatureFace

To this end, we first build a dataset with various styles of 2D caricatures and their corresponding 3D shapes, and then build a parametric model on vertex based deformation space for 3D caricature face.

3D FACE RECONSTRUCTION CARICATURE

Weakly-supervised Caricature Face Parsing through Domain Adaptation

13 May 2019ZJULearning/CariFaceParsing

However, current state-of-the-art face parsing methods require large amounts of labeled data on the pixel-level and such process for caricature is tedious and labor-intensive.

CARICATURE DOMAIN ADAPTATION STYLE TRANSFER

Deep Cross Modal Learning for Caricature Verification and Identification(CaVINet)

31 Jul 2018lsaiml/CaVINet

Further, recognizing the identity in the image by knowledge transfer using a combination of shared and modality specific representations, resulted in an unprecedented performance of 85% rank-1 accuracy for caricatures and 95% rank-1 accuracy for visual images.

CARICATURE FACE RECOGNITION FACE VERIFICATION TRANSFER LEARNING

CariGANs: Unpaired Photo-to-Caricature Translation

1 Nov 2018SerialLain3170/ComputerVision-Papers

Facial caricature is an art form of drawing faces in an exaggerated way to convey humor or sarcasm.

CARICATURE PHOTO-TO-CARICATURE TRANSLATION

Unpaired Photo-to-Caricature Translation on Faces in the Wild

29 Nov 2017zhengziqiang/P2C

We present an approach for learning to translate faces in the wild from the source photo domain to the target caricature domain with different styles, which can also be used for other high-level image-to-image translation tasks.

CARICATURE PHOTO-TO-CARICATURE TRANSLATION REPRESENTATION LEARNING

Dynamic Deep Multi-task Learning for Caricature-Visual Face Recognition

8 Nov 2019hengxyz/cari-visual-recognition-via-multitask-learning

Rather than the visual images, the face recognition of the caricatures is far from the performance of the visual images.

CARICATURE FACE RECOGNITION MULTI-TASK LEARNING