The Importance of Loss Functions for Increasing the Generalization Abilities of a Deep Learning-Based Next Frame Prediction Model for Traffic Scenes.
Sandra AignerMarco KörnerPublished in: Mach. Learn. Knowl. Extr. (2020)
Keyphrases
- prediction model
- loss function
- deep learning
- generalization ability
- bp neural network
- traffic scenes
- support vector
- unsupervised learning
- machine learning
- regression model
- pairwise
- neural network
- image sequences
- support vector machine svm
- support vector machine
- learning algorithm
- video sequences
- video frames
- ensemble methods
- feature selection
- image classification
- training data
- image segmentation
- data sets