Human Body Shapes Anomaly Detection and Classification Using Persistent Homology.

Steve de Rose Philippe Meyer Frédéric Bertrand

Published in: Algorithms (2023)

Keyphrases

anomaly detection
human body
intrusion detection
pedestrian detection
pose estimation
unsupervised learning
human motion

body parts
three dimensional
decision trees
pattern recognition
feature extraction
intrusion detection system
shape analysis

detect anomalies
persistent homology
topological features
benchmark datasets
text classification
support vector machine

training set
computer vision
shape descriptors
image segmentation
feature selection
data mining