Automated generation of convolutional neural network training data using video sources.
Andrew R. KalukinWade LeonardJoan GreenLester BurgwardtPublished in: AIPR (2017)
Keyphrases
- convolutional neural network
- training data
- face detection
- video data
- video sequences
- video content
- video streams
- video processing
- weakly labeled
- semi automated
- prior knowledge
- test set
- space time
- video database
- video frames
- classification accuracy
- data sources
- learning algorithm
- multimedia
- data sets
- databases
- video analysis
- fully automated
- spatial and temporal
- labeled data
- training examples
- decision trees
- metadata
- learned from training data
- domain knowledge
- computer vision
- digital video
- training dataset
- training process
- real time
- information sources
- human activities
- computer aided
- training set
- test data
- classification models
- generation process