@INPROCEEDINGS{8857680, author={K. D. {McCay} and E. S. L. {Ho} and C. {Marcroft} and N. D. {Embleton}}, booktitle={2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)}, title={Establishing Pose Based Features Using Histograms for the Detection of Abnormal Infant Movements}, year={2019}, volume={}, number={}, pages={5469-5472}, keywords={feature extraction;image classification;image colour analysis;image motion analysis;image representation;image segmentation;image sequences;medical image processing;nearest neighbour methods;neurophysiology;paediatrics;pose estimation;video signal processing;pose based features;cerebral palsy diagnosis;general movements assessment;video sequences;HOJO2D;2D skeletal joint locations;2D RGB images;HOJD2D features;ensemble classifier;abnormal infant movement detection;Histograms of Joint Orientation 2D;Histograms of Joint Displacement 2D;information extraction;infant body movement classification;feature extraction;k-nearest neighbour;linear discriminant analysis;neurological condition;Feature extraction;Two dimensional displays;Histograms;Legged locomotion;Pose estimation;Data mining;Pediatrics}, doi={10.1109/EMBC.2019.8857680}, ISSN={}, month={July},}