Automatic Pavement Object Detection Using Superpixel Segmentation Combined With Conditional Random Field.
Waqas SultaniSoroush MokhtariHae-Bum YunPublished in: IEEE Trans. Intell. Transp. Syst. (2018)
Keyphrases
- conditional random fields
- semantic segmentation
- object detection
- superpixels
- object segmentation
- pascal voc
- crf model
- image labeling
- segmentation method
- object categories
- object class
- segmentation algorithm
- long range
- higher order
- graphical models
- random fields
- image segmentation
- markov random field
- hidden markov models
- weakly supervised
- computer vision
- generative model
- probabilistic model
- bounding box
- multiscale
- object recognition
- information extraction
- shape prior
- object classes
- level set
- scene classification
- pairwise
- structured prediction
- natural images
- maximum entropy
- image processing
- data mining
- active contours
- contextual features
- object detectors
- approximate inference
- input image
- graph cuts
- image patches
- bag of words
- image regions