Search Results for author: Chaoyou Fu

Found 15 papers, 4 papers with code

Heterogeneous Face Recognition via Face Synthesis with Identity-Attribute Disentanglement

no code implementations10 Jun 2022 Ziming Yang, Jian Liang, Chaoyou Fu, Mandi Luo, Xiao-Yu Zhang

Secondly, we devise a face synthesis module (FSM) to generate a large number of images with stochastic combinations of disentangled identities and attributes for enriching the attribute diversity of synthetic images.

Data Augmentation Disentanglement +3

Causal Representation Learning for Context-Aware Face Transfer

no code implementations4 Oct 2021 Gege Gao, Huaibo Huang, Chaoyou Fu, Ran He

Human face synthesis involves transferring knowledge about the identity and identity-dependent face shape (IDFS) of a human face to target face images where the context (e. g., facial expressions, head poses, and other background factors) may change dramatically.

Counterfactual Inference Face Generation +2

Pareidolia Face Reenactment

no code implementations CVPR 2021 Linsen Song, Wayne Wu, Chaoyou Fu, Chen Qian, Chen Change Loy, Ran He

We present a new application direction named Pareidolia Face Reenactment, which is defined as animating a static illusory face to move in tandem with a human face in the video.

Face Reenactment Texture Synthesis

Information Bottleneck Disentanglement for Identity Swapping

no code implementations CVPR 2021 Gege Gao, Huaibo Huang, Chaoyou Fu, Zhaoyang Li, Ran He

In this work, we propose a novel information disentangling and swapping network, called InfoSwap, to extract the most expressive information for identity representation from a pre-trained face recognition model.

Disentanglement Face Recognition

Everything's Talkin': Pareidolia Face Reenactment

1 code implementation7 Apr 2021 Linsen Song, Wayne Wu, Chaoyou Fu, Chen Qian, Chen Change Loy, Ran He

We present a new application direction named Pareidolia Face Reenactment, which is defined as animating a static illusory face to move in tandem with a human face in the video.

Face Reenactment Texture Synthesis

CM-NAS: Cross-Modality Neural Architecture Search for Visible-Infrared Person Re-Identification

1 code implementation ICCV 2021 Chaoyou Fu, Yibo Hu, Xiang Wu, Hailin Shi, Tao Mei, Ran He

Visible-Infrared person re-identification (VI-ReID) aims to match cross-modality pedestrian images, breaking through the limitation of single-modality person ReID in dark environment.

Neural Architecture Search Person Re-Identification

AOT: Appearance Optimal Transport Based Identity Swapping for Forgery Detection

no code implementations NeurIPS 2020 Hao Zhu, Chaoyou Fu, Qianyi Wu, Wayne Wu, Chen Qian, Ran He

However, due to the lack of Deepfakes datasets with large variance in appearance, which can be hardly produced by recent identity swapping methods, the detection algorithm may fail in this situation.

DVG-Face: Dual Variational Generation for Heterogeneous Face Recognition

1 code implementation20 Sep 2020 Chaoyou Fu, Xiang Wu, Yibo Hu, Huaibo Huang, Ran He

As a consequence, massive new diverse paired heterogeneous images with the same identity can be generated from noises.

Contrastive Learning Face Recognition +1

Deep Momentum Uncertainty Hashing

no code implementations17 Sep 2020 Chaoyou Fu, Guoli Wang, Xiang Wu, Qian Zhang, Ran He

It embodies the uncertainty of the hashing network to the corresponding input image.

Combinatorial Optimization

Dual Variational Generation for Low Shot Heterogeneous Face Recognition

no code implementations NeurIPS 2019 Chaoyou Fu, Xiang Wu, Yibo Hu, Huaibo Huang, Ran He

Specifically, we first introduce a dual variational autoencoder to represent a joint distribution of paired heterogeneous images.

Face Recognition Heterogeneous Face Recognition

Cross-Spectral Face Hallucination via Disentangling Independent Factors

no code implementations CVPR 2020 Boyan Duan, Chaoyou Fu, Yi Li, Xingguang Song, Ran He

The cross-sensor gap is one of the challenges that have aroused much research interests in Heterogeneous Face Recognition (HFR).

Face Alignment Face Hallucination +2

High Fidelity Face Manipulation with Extreme Poses and Expressions

no code implementations28 Mar 2019 Chaoyou Fu, Yibo Hu, Xiang Wu, Guoli Wang, Qian Zhang, Ran He

Furthermore, due to the lack of high-resolution face manipulation databases to verify the effectiveness of our method, we collect a new high-quality Multi-View Face (MVF-HQ) database.

Face Generation Face Recognition

Dual Variational Generation for Low-Shot Heterogeneous Face Recognition

1 code implementation25 Mar 2019 Chaoyou Fu, Xiang Wu, Yibo Hu, Huaibo Huang, Ran He

Then, in order to ensure the identity consistency of the generated paired heterogeneous images, we impose a distribution alignment in the latent space and a pairwise identity preserving in the image space.

Face Recognition Heterogeneous Face Recognition

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