Optimal Training Configurations of a CNN-LSTM-Based Tracker for a Fall Frame Detection System.
Nur Ayuni MohamedMohd Asyraf ZulkifleyAhmad Asrul IbrahimAouache MustaphaPublished in: Sensors (2021)
Keyphrases
- real time
- detection method
- false alarms
- automatic detection
- early stopping
- dynamic programming
- worst case
- false positives
- object detection
- particle filter
- supervised learning
- training set
- optimal solution
- image sequences
- object detectors
- structured prediction
- detection rate
- cellular neural networks
- challenging sequences
- temporal continuity
- training phase
- detection accuracy
- training process
- recurrent neural networks
- appearance model
- data sets