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Pain Assessment in Infants: Towards Spotting the Pain Expression Based on the Facial Strain

Published on Jul 02, 20151555 Views

Ghadh Alzamzmi

3rd International Workshop on Emotion Representation, Analysis and Synthesis in Continuous Time and Space (EmoSPACE) 2015

Related categories

Computer VisionFace & Gesture Analysis

Chapter list

nfant Pain Assessment: Towards Spotting Pain Expression Based on Facial Strain Analysis 00:00
Why Infant Pain Assessment is Challenging?00:46
Why Infant Pain Assessment is Challenging?01:19
Previous Work: The Painful Face03:09
Previous Work: COPE Project04:13
Our Work: Spotting Pain Expression Based on Facial Strain Analusis04:42
Dataset05:06
Monitoring System Setup - 106:58
Monitoring System Setup - 207:39
Scoring Sheet07:57
Pain Expression Recognition Model08:29
Stage 1: Face Tracking08:50
Stage 2: Temporal Expression Segmentation09:48
Results: Temporal Expression Segmentation11:08
Results: ROC Curve for Segmentation Algorithm12:00
Stage 3: Expression Recognition12:22
Future Directions12:51
Thanks for listening!14:33