Report on UG2+ challenge Track 1: Assessing algorithms to improve video object detection and classification from unconstrained mobility platforms.
Sreya BanerjeeRosaura G. VidalMataZhangyang WangWalter J. ScheirerPublished in: Comput. Vis. Image Underst. (2021)
Keyphrases
- object detection
- classification algorithm
- object classification
- machine learning
- pattern recognition
- real time
- decision trees
- data structure
- benchmark datasets
- machine learning algorithms
- computationally efficient
- nearest neighbour
- video streams
- support vector machine svm
- image classification
- classification accuracy
- computational cost
- object recognition
- training data
- multimedia
- pairwise
- training set
- feature space
- preprocessing
- computational complexity
- machine learning methods
- background subtraction
- key frames
- video content
- learning algorithm