Trees Detection on Google Street View Images Using Deep Learning and City Open Data

Lieu Hen Chen, Hao Ming Hung, Cheng Yu Sun, Eric Hsiao Kuang Wu, Toru Yamaguchi, Eri Sato-Shimokawara, Hao Chen

研究成果: 書貢獻/報告類型會議論文篇章同行評審

1 引文 斯高帕斯(Scopus)

摘要

This is an extension from a selected paper from JSAI2019. For almost every cities and towns, street trees play an important role in representing seasonal change of the street view. Nowadays, lots of countries start promoting open data. Among these data, very useful information related to street trees are well documented with free access by many city governments. At the same time, Google Street View provides the view of a certain surrounding by composing stitched images which are shot by specialized vehicles moving along streets and alleys. However, few research reports have been published on utilizing city open data for trees detection on Google Street View. Therefore, in this study, we aim to perform trees detection on Google Street View Images by utilizing Deep Learning technologies and city open data.

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主出版物標題Advances in Artificial Intelligence - Selected Papers from the Annual Conference of Japanese Society of Artificial Intelligence JSAI 2019
編輯Yukio Ohsawa, Katsutoshi Yada, Takayuki Ito, Yasufumi Takama, Eri Sato-Shimokawara, Akinori Abe, Junichiro Mori, Naohiro Matsumura
發行者Springer
頁面236-243
頁數8
ISBN(列印)9783030398774
DOIs
出版狀態已出版 - 2020
事件33rd Annual Conference of the Japanese Society for Artificial Intelligence, JSAI 2019 - Niigata, Japan
持續時間: 4 6月 20197 6月 2019

出版系列

名字Advances in Intelligent Systems and Computing
1128 AISC
ISSN(列印)2194-5357
ISSN(電子)2194-5365

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???event.eventtypes.event.conference???33rd Annual Conference of the Japanese Society for Artificial Intelligence, JSAI 2019
國家/地區Japan
城市Niigata
期間4/06/197/06/19

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