Pain Intensity Regression
3 papers with code • 1 benchmarks • 0 datasets
Most implemented papers
Regularizing Face Verification Nets For Pain Intensity Regression
In this way, the expression intensity regression task can benefit from the rich feature representations trained on a huge amount of data for face verification.
Pain 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).
Unobtrusive Pain Monitoring in Older Adults with Dementia using Pairwise and Contrastive Training
However, existing computer vision techniques for pain detection are not validated on faces of older adults or people with dementia, and this population is not represented in existing facial expression datasets of pain.