An Efficient Model Compression Method of Pruning for Object Detection.
Junjie YinLi WeiDing PuQinghai MiaoPublished in: ICCAI (2020)
Keyphrases
- object detection
- mathematical model
- theoretical analysis
- probabilistic model
- prior knowledge
- parameter estimation
- test data
- input data
- optimization method
- sensitivity analysis
- prediction model
- bp neural network
- high order
- linear model
- detection method
- hybrid model
- similarity measure
- objective function
- computationally efficient
- prior information
- significant improvement
- closed form
- image compression
- statistical model
- clustering method
- classification algorithm
- pruning method
- autoregressive
- gaussian distribution
- pairwise
- segmentation method
- em algorithm
- support vector machine
- classification method
- bayesian framework
- search space
- recognition algorithm
- evaluation method
- cost function
- neural network
- reconstruction method