An Improved Pig Counting Algorithm Based on YOLOv5 and DeepSORT Model.
Yigui HuangDeqin XiaoJunbin LiuZhujie TanKejian LiuMiaobin ChenPublished in: Sensors (2023)
Keyphrases
- theoretical analysis
- algorithm employs
- objective function
- probabilistic model
- recognition algorithm
- bayesian framework
- energy function
- algorithm has been developed
- filtering algorithm
- input data
- cost function
- optimization model
- markov model
- learning algorithm
- tree structure
- mathematical model
- detection algorithm
- optimization algorithm
- parameter estimation
- computational complexity
- experimental evaluation
- significant improvement
- estimation algorithm
- improved algorithm
- high accuracy
- probability distribution
- computational cost
- preprocessing
- times faster
- model free
- dynamic programming
- computational model
- k means
- genetic algorithm
- artificial neural networks
- np hard
- multiple models
- final result
- state space
- optimal solution
- simulated annealing
- linear programming
- markov chain
- expectation maximization
- selection algorithm
- graph cuts
- em algorithm
- optimization method
- closed form
- classification algorithm
- segmentation algorithm