Search Results for author: Songyao Jiang

Found 8 papers, 6 papers with code

Hybrid Pixel-Unshuffled Network for Lightweight Image Super-Resolution

1 code implementation16 Mar 2022 Bin Sun, Yulun Zhang, Songyao Jiang, Yun Fu

In this paper, we propose a novel Hybrid Pixel-Unshuffled Network (HPUN) by introducing an efficient and effective downsampling module into the SR task.

Image Super-Resolution

Sign Language Recognition via Skeleton-Aware Multi-Model Ensemble

2 code implementations12 Oct 2021 Songyao Jiang, Bin Sun, Lichen Wang, Yue Bai, Kunpeng Li, Yun Fu

Current Sign Language Recognition (SLR) methods usually extract features via deep neural networks and suffer overfitting due to limited and noisy data.

Action Recognition Sign Language Recognition +1

Dynamic Modelling of Combined Cycle Power Plant for Load Frequency Control With Large Penetration of Renewable Energy

no code implementations9 Aug 2021 Songyao Jiang, Takeyoshi Kato

In a hybrid power system with a large penetration of PV generation, PV panel is regarded as a negative load in the power system.

Skeleton Aware Multi-modal Sign Language Recognition

3 code implementations16 Mar 2021 Songyao Jiang, Bin Sun, Lichen Wang, Yue Bai, Kunpeng Li, Yun Fu

Sign language is commonly used by deaf or speech impaired people to communicate but requires significant effort to master.

Sign Language Recognition Skeleton Based Action Recognition

SuperFront: From Low-resolution to High-resolution Frontal Face Synthesis

no code implementations7 Dec 2020 Yu Yin, Joseph P. Robinson, Songyao Jiang, Yue Bai, Can Qin, Yun Fu

Even as impressive milestones are achieved in synthesizing faces, the importance of preserving identity is needed in practice and should not be overlooked.

Face Generation Generative Adversarial Network +2

Dual-Attention GAN for Large-Pose Face Frontalization

1 code implementation17 Feb 2020 Yu Yin, Songyao Jiang, Joseph P. Robinson, Yun Fu

Face frontalization provides an effective and efficient way for face data augmentation and further improves the face recognition performance in extreme pose scenario.

Data Augmentation Face Generation +3

Spatially Constrained GAN for Face and Fashion Synthesis

1 code implementation7 May 2019 Songyao Jiang, Hongfu Liu, Yue Wu, Yun Fu

Besides, a segmentor network is constructed to impose spatial constraints on the generator.

Attribute Conditional Image Generation +3

Segmentation Guided Image-to-Image Translation with Adversarial Networks

1 code implementation6 Jan 2019 Songyao Jiang, Zhiqiang Tao, Yun Fu

Recently image-to-image translation has received increasing attention, which aims to map images in one domain to another specific one.

Image-to-Image Translation Segmentation +2

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