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Chinese Academy of Sciences Institutional Repositories Grid
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CAS IR Grid
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计算技术研究所 [1]
长春光学精密机械与物... [1]
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OAI收割 [2]
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会议论文 [1]
期刊论文 [1]
发表日期
2023 [1]
2011 [1]
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Accelerating k-Shape Time Series Clustering Algorithm Using GPU
期刊论文
OAI收割
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2023, 卷号: 34, 期号: 10, 页码: 2718-2734
作者:
Wang, Xun
;
Song, Ruibao
;
Xiao, Junmin
;
Li, Tong
;
Li, Xueqi
  |  
收藏
  |  
浏览/下载:35/0
  |  
提交时间:2023/12/04
Data space
time series analysis
time series clustering
GPU architecture
k-shape algorithm
Automatic bridge extraction for optical images (EI CONFERENCE)
会议论文
OAI收割
6th International Conference on Image and Graphics, ICIG 2011, August 12, 2011 - August 15, 2011, Hefei, Anhui, China
Gu D.-Y.
;
Zhu C.-F.
;
Shen H.
;
Hu J.-Z.
;
Chang H.-X.
收藏
  |  
浏览/下载:27/0
  |  
提交时间:2013/03/25
This paper describes a novel hierarchy algorithm for extracting bridges over water in optical images. To reduce the omission of bridges by searching the edge
we extract the river regions which the bridges are included in. Firstly
we segment the optical image to get the coarse water bodies using iterative threshold
eliminate the noise regions and add the missing regions based on k-means clustering with texture information and spatial coherence. Then
the blanks are connected based on shape features and candidate bridge regions are segmented from river regions. Finally
the bridges are verified by geometric information and the ubiety between bridges and river. The results show that this approach is efficient and effective for extracting bridges in satellite image from Google Earth and in aerial optical images acquired by unmanned aerial vehicle. 2011 IEEE.