Report on UG^2+ Challenge Track 1: Assessing Algorithms to Improve Video Object Detection and Classification from Unconstrained Mobility Platforms.
Sreya BanerjeeRosaura G. VidalMataZhangyang WangWalter J. ScheirerPublished in: CoRR (2019)
Keyphrases
- object detection
- benchmark datasets
- classification algorithm
- learning algorithm
- object classification
- computationally efficient
- machine learning
- face detection
- machine learning algorithms
- classification accuracy
- feature vectors
- pattern recognition
- video data
- optimization problems
- computational complexity
- support vector
- classification method
- decision trees
- feature selection
- real time
- nearest neighbour
- machine learning methods
- classification rules
- multi class
- support vector machine
- training set
- preprocessing
- video sequences
- training data
- feature extraction
- multimedia
- neural network