Laser & Optoelectronics Progress, Volume. 57, Issue 6, 061021(2020)
An Image Style Transformation Model Compression Algorithm for Mobile Terminal
In this study, we propose an efficient network computing method based on Johoson’s image style transformation network model to optimize the original residual network for ensuring suitable network performance. The conducted experiments prove that the proposed method can solve the following problems: high storage and calculation cost associated with the image style transformation network model; massive consumption of the computing resources; and difficulty with respect to the transplantation to a mobile terminal without reducing the image quality.
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Fei Pei, Jinfeng Liu, Xiaohe Li. An Image Style Transformation Model Compression Algorithm for Mobile Terminal[J]. Laser & Optoelectronics Progress, 2020, 57(6): 061021
Category: Image Processing
Received: Sep. 11, 2019
Accepted: Nov. 19, 2019
Published Online: Mar. 6, 2020
The Author Email: Liu Jinfeng (850683631@qq.com)