期刊论文

Zhang, Wei

英文

Neurocomputing

0925-2312

2020

411

510-520

10.1016/j.neucom.2020.06.066

National Natural Science Foundation of ChinaNational Natural Science Foundation of China (NSFC) [61875068, 61873220, 61977031, 61505064]; National Key Research and Development Program of China [2018YFB1004505]; Research Grants Council of Hong KongHong Kong Research Grants Council [CityU 11205015, CityU 11255716]; Fundamental Research Funds for the Central UniversitiesFundamental Research Funds for the Central Universities [CCNU20ZT017, CCNU2020ZN008]

本校为第一且通讯机构

Head pose estimation (HPE) has been widely applied in human attention recognition, robot vision and assistant driving. Infrared (IR) images bear unique advantages of being still effective under visible scenarios, which are resistance to illumination changing and strong penetration. However, the lack of public IR database hinders the research progress in the low illumination environment. In this paper, we establish a first-of-its-kind infrared head pose (IRHP) database and propose a novel convolutional neural network architecture IRHP-Net on the IRHP database. The IRHP database contains 145 kin...