Composition Loss for Counting, Density Map Estimation and Localization in Dense Crowds.
Haroon IdreesMuhmmad TayyabKishan AthreyDong ZhangSomaya Al-MáadeedNasir M. RajpootMubarak ShahPublished in: CoRR (2018)
Keyphrases
- map estimation
- maximum a posteriori
- discontinuity preserving
- maximum likelihood
- markov random field
- image super resolution
- dense regions
- blind deconvolution
- stereo correspondence
- noisy images
- em algorithm
- energy function
- alternating minimization
- maximum a posterior
- image reconstruction
- expectation maximization
- disparity map
- pairwise
- maximum a posteriori probability
- belief propagation
- dynamic programming
- k means
- multiresolution
- regularization framework
- video sequences