Deep convolutional neural network-based Bernoulli heatmap for head pose estimation

• المؤلفون الرئيسيون: Hu, Zhongxu, Xing, Yang, Lv, Chen, Hang, Peng, Liu, Jie
• مؤلفون آخرون: School of Mechanical and Aerospace Engineering
• التنسيق: مقال
• اللغة: English
• منشور في: 2022
• الموضوعات: Engineering::Mechanical engineering; Bernoulli Heatmap; Channel-Wise Fusion
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/160805
• المؤسسة: Nanyang Technological University

Head pose estimation is a crucial problem for many tasks, such as driver attention, fatigue detection, and human behaviour analysis. It is well known that neural networks are better at handling classification problems than regression problems. It is an extremely nonlinear process to let the network...