文献类型：期刊文献

英文题名：Research Progress of Convolutional Neural Network and its Application in Object Detection

作者：Zhang, Wei[1]; Zeng, Zuoxiang[1]

机构：[1] East China University of Science and Technology, Shanghai, 200237, China

年份：2020

外文期刊名：arXiv

收录：EI(收录号：20200574142)

语种：英文

外文关键词：Convolution - Convolutional neural networks - Deep neural networks - Object recognition

摘要：With the improvement of computer performance and the increase of data volume, the object detection based on convolutional neural network (CNN) has become the main algorithm for object detection. This paper summarizes the research progress of convolutional neural networks and their applications in object detection, and focuses on analyzing and discussing a specific idea and method of applying convolutional neural networks for object detection, pointing out the current deficiencies and future development direction. Copyright ? 2020, The Authors. All rights reserved.