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Caricature

6 papers with code · Computer Vision

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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

3
08 Nov 2019

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

42
13 May 2019

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

18
01 Nov 2018

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

114
10 Sep 2018

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

24
31 Jul 2018

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

9
29 Nov 2017