Head pose estimation with soft labels using regularized convolutional neural network
Sign Up to like & getrecommendations! Published in 2019 at "Neurocomputing"
DOI: 10.1016/j.neucom.2018.12.074
Abstract: Abstract Head pose estimation has many wide applications such as driver monitoring, attention recognition and multi-view facial analysis. Most of the previous works routinely utilize detected face regions to further estimate head pose with hard… read more here.
Keywords: head pose; soft labels; regularized convolutional; pose estimation ... See more keywords
Soft-label recover based label-specific features learning
Sign Up to like & getrecommendations! Published in 2024 at "Scientific Reports"
DOI: 10.1038/s41598-024-72765-6
Abstract: Presently, multi-label classification algorithms are mainly based on positive and negative logical labels, which have achieved good results. However, logical labeling inevitably leads to the label misclassification problem. In addition, missing labels are common in… read more here.
Keywords: label recover; soft label; based label; recover based ... See more keywords