Image Crowd Counting Using Convolutional Neural Network and Markov Random Field.
Kang HanWanggen WanHaiyan YaoLi HouPublished in: CoRR (2017)
Keyphrases
- markov random field
- mrf model
- neighboring pixels
- image segmentation
- random fields
- prior model
- energy function
- textured images
- input image
- mrf models
- graph cuts
- multiscale
- map estimation
- single image
- belief propagation
- maximum a posteriori
- higher order
- spatial continuity
- parameter estimation
- segmentation method
- convolutional neural network
- maximum a posteriori probability
- pairwise
- conditional random fields
- image restoration
- energy minimization
- image pixels
- graphical models
- potential functions
- pixel values
- image prior
- spatial information
- face detection
- mrf optimization
- markov random field model
- maximum a posterior
- texture model
- edge detection
- image edges
- blind deconvolution
- gibbs distribution
- label field