Three-Dimensional Parallel Convolution Neural Network Brain Tumor Segmentation Based on Dilated Convolution

Bowen Feng; Xiaoqi Lü; Yu Gu; Qing Li; Yang Liu

doi:10.3788/LOP57.141009

Laser & Optoelectronics Progress, Volume. 57, Issue 14, 141009(2020)

Three-Dimensional Parallel Convolution Neural Network Brain Tumor Segmentation Based on Dilated Convolution

Bowen Feng¹, Xiaoqi Lü^1,2,3、*, Yu Gu^1,3, Qing Li¹, and Yang Liu¹

¹Inner Mongolia Key Laboratory of Pattern Recognition and Intelligent Image Processing, School of Information Engineering, Inner Mongolia University of Science and Technology, Baotou, Inner Mongolia 0 14010, China

²School of Information Engineering, Inner Mongolia University of Technology, Hohhot, Inner Mongolia 0 10051, China

³School of Computer Engineering and Science, Shanghai University, Shanghai 200444, China

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Bowen Feng, Xiaoqi Lü, Yu Gu, Qing Li, Yang Liu. Three-Dimensional Parallel Convolution Neural Network Brain Tumor Segmentation Based on Dilated Convolution[J]. Laser & Optoelectronics Progress, 2020, 57(14): 141009

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Paper Information

Category: Image Processing

Received: Oct. 8, 2019

Accepted: Dec. 11, 2019

Published Online: Jul. 28, 2020

The Author Email: Xiaoqi Lü (lxiaoqi@imut.edu.cn)

DOI:10.3788/LOP57.141009

Topics

laser devices and laser physics

Lasers and Laser Optics

Laser physics

laser manufacturing

Instrumentation, Measurement and Metrology