Image Crowd Counting Using Convolutional Neural Network and Markov Random Field.
Kang HanWanggen WanHaiyan YaoLi HouPublished in: J. Adv. Comput. Intell. Intell. Informatics (2017)
Keyphrases
- markov random field
- mrf model
- neighboring pixels
- image segmentation
- energy function
- random fields
- prior model
- graph cuts
- maximum a posteriori
- textured images
- mrf models
- convolutional neural network
- higher order
- map estimation
- input image
- spatial continuity
- belief propagation
- conditional random fields
- maximum a posterior
- maximum a posteriori probability
- label field
- image restoration
- segmentation algorithm
- multiscale
- pairwise
- energy minimization
- labeling problems
- bayesian framework
- test images
- parameter estimation
- image pixels
- markov random field model
- texture model
- segmentation method
- gibbs energy
- long range
- spatial information
- single image
- smoothness prior
- maximum likelihood
- mrf optimization
- level set
- high resolution