Object detection in video sequences by a temporal modular self-adaptive SOM.
Graciela Ramírez AlonsoMario Ignacio Chacon MurguiaPublished in: Neural Comput. Appl. (2016)
Keyphrases
- object detection
- video sequences
- temporal information
- space time
- self organizing maps
- spatial and temporal
- temporal sequences
- temporal data
- motion estimation
- motion trajectories
- temporal segmentation
- computer vision
- pedestrian detection
- face detection
- object classification
- video camera
- spatio temporal
- scene understanding
- temporal reasoning
- video frames
- object categories
- competitive learning
- object recognition
- multi class
- temporal patterns
- frame rate
- temporal relations
- deformable part models
- kohonen self organizing map
- temporal constraints
- object segmentation
- human motion
- visual tracking
- object tracking
- k means
- inter frame
- foreground objects
- dynamic scenes
- video data
- temporal resolution
- unsupervised learning
- neural gas
- modular structure
- facial expressions
- combining information from multiple