A secure edge monitoring approach to unsupervised energy disaggregation using mean shift algorithm in residential buildings.
Qi LiuFrancis Mawuli NakotyXueyan WuRaphael AnaadumbaXiaodong LiuYonghong ZhangLianyong QiPublished in: Comput. Commun. (2020)
Keyphrases
- mean shift
- target tracking
- kalman filter
- sampling procedure
- dynamic programming
- mode seeking
- learning algorithm
- convergence rate
- similarity measure
- kernel density
- energy saving
- feature space
- density function
- machine learning
- color image segmentation
- riemannian manifolds
- segmented images
- random sampling
- graph cuts
- k means
- probabilistic model
- object tracking
- expectation maximization
- energy consumption
- energy function
- segmentation algorithm
- active contours