抄録
We present an algorithm for scale-space clustering of point cloud on the sphere using the methodology for the estimation of the density distribution of the points in the linear scale space. Our algorithm regards the union of observed point sets as an image defined by the delta functions located at the positions of the points on the sphere. A blurred version of this image has a deterministic structure which qualitatively represents the density distribution of the points in a point cloud on a manifold.
| 元の言語 | English |
|---|---|
| ホスト出版物のタイトル | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
| ページ | 417-424 |
| ページ数 | 8 |
| 巻 | 8047 LNCS |
| エディション | PART 1 |
| DOI | |
| 出版物ステータス | Published - 2013 |
| イベント | 15th International Conference on Computer Analysis of Images and Patterns, CAIP 2013 - York 継続期間: 2013 8 27 → 2013 8 29 |
出版物シリーズ
| 名前 | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
|---|---|
| 番号 | PART 1 |
| 巻 | 8047 LNCS |
| ISSN（印刷物） | 03029743 |
| ISSN（電子版） | 16113349 |
Other
| Other | 15th International Conference on Computer Analysis of Images and Patterns, CAIP 2013 |
|---|---|
| 市 | York |
| 期間 | 13/8/27 → 13/8/29 |
Fingerprint
ASJC Scopus subject areas
- Computer Science(all)
- Theoretical Computer Science
これを引用
Scale-space clustering on the sphere. / Mochizuki, Yoshihiko; Imiya, Atsushi; Kawamoto, Kazuhiko; Sakai, Tomoya; Torii, Akihiko.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 巻 8047 LNCS PART 1. 編 2013. p. 417-424 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 巻 8047 LNCS, 番号 PART 1).研究成果: Conference contribution
}
TY - GEN
T1 - Scale-space clustering on the sphere
AU - Mochizuki, Yoshihiko
AU - Imiya, Atsushi
AU - Kawamoto, Kazuhiko
AU - Sakai, Tomoya
AU - Torii, Akihiko
PY - 2013
Y1 - 2013
N2 - We present an algorithm for scale-space clustering of point cloud on the sphere using the methodology for the estimation of the density distribution of the points in the linear scale space. Our algorithm regards the union of observed point sets as an image defined by the delta functions located at the positions of the points on the sphere. A blurred version of this image has a deterministic structure which qualitatively represents the density distribution of the points in a point cloud on a manifold.
AB - We present an algorithm for scale-space clustering of point cloud on the sphere using the methodology for the estimation of the density distribution of the points in the linear scale space. Our algorithm regards the union of observed point sets as an image defined by the delta functions located at the positions of the points on the sphere. A blurred version of this image has a deterministic structure which qualitatively represents the density distribution of the points in a point cloud on a manifold.
UR - http://www.scopus.com/inward/record.url?scp=84884480616&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84884480616&partnerID=8YFLogxK
U2 - 10.1007/978-3-642-40261-6_50
DO - 10.1007/978-3-642-40261-6_50
M3 - Conference contribution
AN - SCOPUS:84884480616
SN - 9783642402609
VL - 8047 LNCS
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 417
EP - 424
BT - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
ER -