Learning Expectation of Label Distribution for Facial Age and Attractiveness Estimation

1 code implementation • 3 Jul 2020 • Bin-Bin Gao, Xin-Xin Liu, Hong-Yu Zhou, Jianxin Wu, Xin Geng

The effectiveness of our approach has been demonstrated on both facial age and attractiveness estimation tasks.

Age Estimation Attractiveness Estimation +1

Towards Real-Time Action Recognition on Mobile Devices Using Deep Models

no code implementations • 17 Jun 2019 • Chen-Lin Zhang, Xin-Xin Liu, Jianxin Wu

We show that pre-trained weights on ImageNet improve the accuracy under the real-time action recognition setting.

Action Recognition Hand Gesture Recognition +1

Hybrid Noise Removal in Hyperspectral Imagery With a Spatial-Spectral Gradient Network

1 code implementation • 1 Oct 2018 • Qiang Zhang, Qiangqiang Yuan, Jie Li, Xin-Xin Liu, Huanfeng Shen, Liangpei Zhang

The existence of hybrid noise in hyperspectral images (HSIs) severely degrades the data quality, reduces the interpretation accuracy of HSIs, and restricts the subsequent HSIs applications.

Denoising

Oblique Stripe Removal in Remote Sensing Images via Oriented Variation

no code implementations • 6 Sep 2018 • Xin-Xin Liu, Xiliang Lu, Huanfeng Shen, Qiangqiang Yuan, Liangpei Zhang

Destriping is a classical problem in remote sensing image processing.