Composition Loss for Counting, Density Map Estimation and Localization in Dense Crowds.
Haroon IdreesMuhmmad TayyabKishan AthreyDong ZhangSomaya Al-MáadeedNasir M. RajpootMubarak ShahPublished in: ECCV (2) (2018)
Keyphrases
- map estimation
- maximum a posteriori
- discontinuity preserving
- maximum likelihood
- markov random field
- alternating minimization
- maximum a posterior
- em algorithm
- image super resolution
- blind deconvolution
- noisy images
- dense regions
- image reconstruction
- regularization framework
- energy function
- graph cuts
- expectation maximization
- input image
- cost function