Xiaoguang Tu | DeepAI

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99 publications
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∙ 03/23/2023

Low-Light Image Enhancement by Learning Contrastive Representations in Spatial and Frequency Domains

Images taken under low-light conditions tend to suffer from poor visibil...

0 Yi Huang, et al. ∙

∙ 05/31/2021

Image-to-Video Generation via 3D Facial Dynamics

We present a versatile model, FaceAnime, for various video generation ta...

17 Xiaoguang Tu, et al. ∙

∙ 05/21/2020

Single Image Super-Resolution via Residual Neuron Attention Networks

Deep Convolutional Neural Networks (DCNNs) have achieved impressive perf...

19 Wenjie Ai, et al. ∙

∙ 03/03/2020

What's the relationship between CNNs and communication systems?

The interpretability of Convolutional Neural Networks (CNNs) is an impor...

0 Hao Ge, et al. ∙

∙ 12/30/2019

Defending from adversarial examples with a two-stream architecture

In recent years, deep learning has shown impressive performance on many ...

7 Hao Ge, et al. ∙

∙ 05/26/2019

Cross-Resolution Face Recognition via Prior-Aided Face Hallucination and Residual Knowledge Distillation

Recent deep learning based face recognition methods have achieved great ...

0 Hanyang Kong, et al. ∙

∙ 05/16/2019

Learning Robust 3D Face Reconstruction and Discriminative Identity Representation

3D face reconstruction from a single 2D image is a very important topic ...

0 Yao Luo, et al. ∙

∙ 03/22/2019

Joint 3D Face Reconstruction and Dense Face Alignment from A Single Image with 2D-Assisted Self-Supervised Learning

3D face reconstruction from a single 2D image is a challenging problem w...

8 Xiaoguang Tu, et al. ∙

∙ 02/13/2019

Multi-Prototype Networks for Unconstrained Set-based Face Recognition

In this paper, we study the challenging unconstrained set-based face rec...

0 Jian Zhao, et al. ∙

∙ 01/17/2019

Enhance the Motion Cues for Face Anti-Spoofing using CNN-LSTM Architecture

Spatio-temporal information is very important to capture the discriminat...

0 Xiaoguang Tu, et al. ∙

∙ 01/17/2019

Deep Transfer Across Domains for Face Anti-spoofing

A practical face recognition system demands not only high recognition pe...

0 Xiaoguang Tu, et al. ∙

∙ 01/17/2019

Learning Generalizable and Identity-Discriminative Representations for Face Anti-Spoofing

Face anti-spoofing (a.k.a presentation attack detection) has drawn growi...

2 Xiaoguang Tu, et al. ∙

∙ 04/08/2018

Detecting Multi-Oriented Text with Corner-based Region Proposals

Previous approaches for scene text detection usually rely on manually de...

0 Linjie Deng, et al. ∙

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