From Pedestrian Detection to Crosswalk Estimation: An EM Algorithm and Analysis on Diverse Datasets.
Ross GreerMohan M. TrivediPublished in: CoRR (2022)
Keyphrases
- feature points
- em algorithm
- pedestrian detection
- maximum likelihood estimation
- expectation maximization
- parameter estimation
- maximum likelihood
- human body
- mixture model
- benchmark datasets
- log likelihood function
- generative model
- gaussian mixture model
- gaussian mixture
- computer vision
- object detection
- incomplete data
- model selection
- density estimation
- image features
- likelihood function
- model based clustering
- mixture modeling
- probabilistic model