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題名:Applying Deep Learning to MMS Point Cloud Semantic Segmentation and Image Classification for HD Map Generation
書刊名:航測及遙測學刊
作者:張芷瑀曾義星
作者(外文):Chang, Chih-yuTseng, Yi-hsing
出版日期:2022
卷期:27:1
頁次:頁15-28
主題關鍵詞:高精地圖移動式測繪系統深度學習點雲語意分割影像分類HD mapsMMSDeep learningPoint cloud semantic segmentationImage classification
原始連結:連回原系統網址new window
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期刊論文
1.Seif, H. G.、Hu, X. L.(2016)。Autonomous driving in the iCity--HD maps as a key challenge of the automotive industry。Engineering,2(2),159-162。  new window
2.Che, E.、Jung, J.、Olsen, M. J.(2019)。Object recognition, segmentation, and classification of mobile laser scanning point clouds: A state of the art review。Sensors,19。  new window
3.Gargoum, S.、El-Basyouny, K.(2019)。Effects of LiDAR point density on extraction of traffic signs: A sensitivity study。Transportation Research Record,2673(1),41-51。  new window
4.Yu, Y.、Li, J.、Guan, H.、Wang, C.(2015)。Automated extraction of urban road facilities using mobile laser scanning data。IEEE Transactions on Intelligent Transportation Systems,16(4),2167-2181。  new window
會議論文
1.Szegedy, C.、Liu, W.、Jia, Y.、Sermanet, P.、Reed, S.、Anguelov, D.、Erhan, D.、Vanhoucke, V.、Rabinovich, A.(2015)。Going Deeper with Convolutions。The 2015 IEEE Conference on Computer Vision and Pattern Recognition。IEEE Computer Society。1-9。  new window
2.Jiao, J.(2018)。Machine learning assisted high-definition map creation。2018 IEEE 42nd Annual Computer Software and Applications Conference,367-373。  new window
3.Qi, C. R.、Su, H.、Mo, K.、Guibas, L. J.(2017)。PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation。2017 IEEE Conference on Computer Vision and Pattern Recognition,77-85。  new window
4.Elhousni, M.、Lyu, Y.、Zhang, Z.、Huang, X.(2020)。Automatic building and labeling of HD maps with deep learning13255-13260。  new window
5.Schreiber, M.、Knöppel, C.、Franke, U.(2013)。Laneloc: Lane marking based localization using highly accurate maps。IEEE Intelligent Vehicles Symposium,449-454。  new window
學位論文
1.莊宗易(2020)。應用三維深度學習於光達點雲資料之語義分類(碩士論文)。國立臺灣大學。  延伸查詢new window
其他
1.Chellapilla, K.(2018)。Rethinking Maps for Self-Driving,https://medium.com/wovenplanetlevel5/httpsmedium-com-lyftlevel5-rethinking-maps-forself-driving-a147c24758d6。  new window
 
 
 
 
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