3D-Guided Multiscale Sliding Window for Pedestrian Detection.
Alejandro GonzálezGabriel VillalongaGermán RosDavid VázquezAntonio M. LópezPublished in: IbPRIA (2015)
Keyphrases
- sliding window
- pedestrian detection
- multiscale
- human body
- data streams
- object detection
- benchmark datasets
- fixed size
- human detection
- detection rate
- variable size
- window size
- stream data
- pedestrian tracking
- limited memory
- image segmentation
- image processing
- histograms of oriented gradients
- similarity measure
- streaming data
- cascade classifier
- local binary pattern
- false positives
- image representation
- shape representation
- closed frequent itemsets
- streaming time series
- viewpoint
- machine learning