A Method of Establishing a Synthetic Dataset for Stored-Grain Insects

Kuo Cai,Jiangtao Li, Yudong Wang, Andi Lan,Huiling Zhou

2021 7th IEEE International Conference on Network Intelligence and Digital Content (IC-NIDC)（2021）

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摘要

This paper presents a method to establish the image dataset for stored-grain insects based on image composition, for the development of stored-grain insect recognition. The proposed method comprises 3 parts: 3D modeling of insects, the dynamic generation equation for synthetic image of stored-grain insects, and a material conversion neural network. As a result, a synthetic image dataset, named Vir...

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关键词

Three-dimensional displays,Image recognition,Insects,Conferences,Neural networks,Mathematical models

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