期刊论文

Liu, H;Ju, JP

英文

Infrared Physics & Technology

1350-4495

2022

122

104099

10.1016/j.infrared.2022.104099

Two public benchmark datasets are selected for our comparison experiments, such as Pointing’04, and AFW datasets. To simulate the infrared images, all the RGB images in the experimental datasets are converted to gray images. The experimental datasets are shown in Fig. 5. Pointing’04 [1], [20] consists of 2790 images and angle label pairs. Those head pose images are captured from 15 different individuals at two different times. The angel labels are distributed in 9 pitch angles and 13 yaw

本校为通讯机构

Students’ head pose estimation is a very difficult task since the training data is insufficient for many head pose angles. In this study, we consider each head pose image as a Gaussian mixed distribution other than the traditional hard label, in which the adjacent head pose images can provide supplementary information for the target image. Specifically, the Gaussian mixed distribution covers the current head pose image and its adjacent 8 head pose images. Each label of head pose image describes the similar degree between the current image and ...