Vehicle track detection in CCD imagery via conditional random field.
Rebecca MalinasTu-Thach QuachMark W. KochPublished in: ACSSC (2015)
Keyphrases
- conditional random fields
- crf model
- vehicle detection
- graphical models
- probabilistic model
- information extraction
- long range
- hidden markov models
- higher order
- generative model
- high resolution
- random fields
- pairwise
- markov random field
- image labeling
- sequence classification
- detection algorithm
- semantic segmentation
- maximum entropy
- pedestrian detection
- object detection
- approximate inference
- markov networks
- image processing
- supervised training
- structured prediction
- prior knowledge
- em algorithm
- computer vision
- machine learning