Recently, alpha matting has received a lot of attention because its usefulness in mobile applications such as selfies. Therefore, there been demand for lightweight model due to the limited computational resources commercial portable devices. To this end, we suggest distillation-based channel pruning method networks. In step, remove channels student network having fewer impacts on mimicking know...

Conventional compressive sampling (CS) primarily assumes light-tailed models for the underlying signal and/or noise statistics. Nevertheless, this assumption is abolished when operating in impulsive environments, where non-Gaussian infinite-variance processes arise components. This drives traditional linear operators to failure, since gross observation errors are spread uniformly over generated...