Pain Intensity Regression
1개 벤치마크 · 논문 5편 · 이 태스크의 논문 보기 →
Benchmarks
Most implemented
Regularizing Face Verification Nets For Pain Intensity Regression
Papers
Unobtrusive Pain Monitoring in Older Adults with Dementia using Pairwise and Contrastive Training
Although pain is frequent in old age, older adults are often undertreated for pain. This is especially the case for long-term care residents with moderate to severe dementia who cannot report their pain because of cognit…
Pain Intensity RegressionPain Evaluation in Video using Extended Multitask Learning from Multidimensional Measurements
Previous work on automated pain detection from facial expressions has primarily focused on frame-level pain metrics based on specific facial muscle activations, such as Prkachin and Solomon Pain Intensity (PSPI). However…
Pain Intensity RegressionSaliency Supervision: An Intuitive and Effective Approach for Pain Intensity Regression
Getting pain intensity from face images is an important problem in autonomous nursing systems. However, due to the limitation in data sources and the subjectiveness in pain intensity values, it is hard to adopt modern de…
Face VerificationPain Intensity RegressionregressionRegularizing Face Verification Nets For Pain Intensity Regression
Limited labeled data are available for the research of estimating facial expression intensities. For instance, the ability to train deep networks for automated pain assessment is limited by small datasets with labels of …
Face VerificationPain Intensity RegressionregressionRecurrent Convolutional Neural Network Regression for Continuous Pain Intensity Estimation in Video
Automatic pain intensity estimation possesses a significant position in healthcare and medical field. Traditional static methods prefer to extract features from frames separately in a video, which would result in unstabl…
Pain Intensity Regressionregression