41 citations · 69 across the 6 of their papers we have counts for
6 papers
Pro-UIGAN: Progressive Face Hallucination from Occluded Thumbnails
Yang Zhang, Xin Yu, Xiaobo Lu +1
In this paper, we study the task of hallucinating an authentic high-resolution (HR) face from an occluded thumbnail. We propose a multi-stage Progressive Upsampling and Inpainting…
Improved YOLOv3 Object Classification in Intelligent Transportation System
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. In particular, the driver detection is still a challenging…
Adaptive Multiscale Illumination-Invariant Feature Representation for Undersampled Face Recognition
Yang Zhang, Changhui Hu, Xiaobo Lu
This paper presents an novel illumination-invariant feature representation approach used to eliminate the varying illumination affection in undersampled face recognition. Firstly,…
Deep Attentive Generative Adversarial Network for Photo-Realistic Image De-Quantization
Yang Zhang, Changhui Hu, Xiaobo Lu
Most of current display devices are with eight or higher bit-depth. However, the quality of most multimedia tools cannot achieve this bit-depth standard for the generating images.…
Copy and Paste GAN: Face Hallucination from Shaded Thumbnails
Yang Zhang, Ivor Tsang, Yawei Luo +3
Existing face hallucination methods based on convolutional neural networks (CNN) have achieved impressive performance on low-resolution (LR) faces in a normal illumination conditio…
Face Hallucination with Finishing Touches
Yang Zhang, Ivor W. Tsang, Jun Li +3
Obtaining a high-quality frontal face image from a low-resolution (LR) non-frontal face image is primarily important for many facial analysis applications. However, mainstreams eit…