Improved YOLOv3 Object Classification in Intelligent Transportation System

no code implementations • 8 Apr 2020 • Yang Zhang, Changhui Hu, Xiaobo Lu

The technology of vehicle and driver detection in Intelligent Transportation System(ITS) is a hot topic in recent years.

Blocking Classification +2

Deep Attentive Generative Adversarial Network for Photo-Realistic Image De-Quantization

no code implementations • 7 Apr 2020 • Yang Zhang, Changhui Hu, Xiaobo Lu

In addition, due to the adversarial learning framework can reliably produce high quality natural images, the specified content loss as well as the adversarial loss are back-propagated to optimize the training of model.

Generative Adversarial Network Quantization +1

Adaptive Multiscale Illumination-Invariant Feature Representation for Undersampled Face Recognition

no code implementations • 7 Apr 2020 • Yang Zhang, Changhui Hu, Xiaobo Lu

Then, the illumination level is referenced to construct the high performance LEF as well realize adaptive fusion for multiple scales LEFs for the face image, performing JLEF-feature.

Face Recognition

Copy and Paste GAN: Face Hallucination from Shaded Thumbnails

no code implementations • CVPR 2020 • Yang Zhang, Ivor Tsang, Yawei Luo, Changhui Hu, Xiaobo Lu, Xin Yu

This paper proposes a Copy and Paste Generative Adversarial Network (CPGAN) to recover authentic high-resolution (HR) face images while compensating for low and non-uniform illumination.

Face Hallucination Generative Adversarial Network +1