FPGA Implementation of Gaussian Mixture Model Algorithm for 47 fps Segmentation of 1080p Video.
Mariangela GenoveseEttore NapoliDavide De CaroNicola PetraAntonio G. M. StrolloPublished in: J. Electr. Comput. Eng. (2013)
Keyphrases
- gaussian mixture model
- fpga implementation
- expectation maximization
- segmentation algorithm
- em algorithm
- hardware implementation
- low cost
- video sequences
- k means
- probabilistic model
- learning algorithm
- mixture model
- image segmentation
- energy function
- segmentation method
- information retrieval
- image processing algorithms
- background subtraction
- video coding
- real time
- maximum likelihood
- feature vectors
- feature space
- similarity measure