Multi-thread, increment-bandwidth and weighted mean-shift algorithm for neural stem cells tracking

Chunming Tang; Hongliang Dang; Xiaohong Su

doi:10.1109/IITA.2008.585

Multi-thread, increment-bandwidth and weighted mean-shift algorithm for neural stem cells tracking

Chunming Tang^*
, Hongliang Dang
, Xiaohong Su

^*Corresponding author for this work

School of Computer Science and Technology, Harbin Institute of Technology
Harbin Engineering University

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

3 Scopus citations

Abstract

For studying their activities in time lapse image sequences, as some limitations of traditional Mean-Shift Algorithm (MSA) applied in large population cells' tracking exist, an improved MSA with increment bandwidth and adjusted weight is presented for the neural stem cells tracking. Meanwhile, as the limitation of serial computation of MSA, multithreading technique is applied to save tracking time. The presented algorithm has been tested in three image sequences. Tracking result from comparison between improved and traditional MSA shows that the former has increased the accuracy rate and saved time, especially in large population's cells tracking.

Original language	English
Title of host publication	Proceedings - 2008 2nd International Symposium on Intelligent Information Technology Application, IITA 2008
Pages	576-579
Number of pages	4
DOIs	https://doi.org/10.1109/IITA.2008.585
State	Published - 2008
Externally published	Yes
Event	2008 2nd International Symposium on Intelligent Information Technology Application, IITA 2008 - Shanghai, China Duration: 21 Dec 2008 → 22 Dec 2008

Publication series

Name	Proceedings - 2008 2nd International Symposium on Intelligent Information Technology Application, IITA 2008
Volume	1

Conference

Conference	2008 2nd International Symposium on Intelligent Information Technology Application, IITA 2008
Country/Territory	China
City	Shanghai
Period	21/12/08 → 22/12/08

Access to Document

10.1109/IITA.2008.585

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Tang, C., Dang, H., & Su, X. (2008). Multi-thread, increment-bandwidth and weighted mean-shift algorithm for neural stem cells tracking. In Proceedings - 2008 2nd International Symposium on Intelligent Information Technology Application, IITA 2008 (pp. 576-579). Article 4739638 (Proceedings - 2008 2nd International Symposium on Intelligent Information Technology Application, IITA 2008; Vol. 1). https://doi.org/10.1109/IITA.2008.585

Tang, Chunming ; Dang, Hongliang ; Su, Xiaohong. / Multi-thread, increment-bandwidth and weighted mean-shift algorithm for neural stem cells tracking. Proceedings - 2008 2nd International Symposium on Intelligent Information Technology Application, IITA 2008. 2008. pp. 576-579 (Proceedings - 2008 2nd International Symposium on Intelligent Information Technology Application, IITA 2008).

@inproceedings{492716f30d14456bad728a7f6a7dafd2,

title = "Multi-thread, increment-bandwidth and weighted mean-shift algorithm for neural stem cells tracking",

abstract = "For studying their activities in time lapse image sequences, as some limitations of traditional Mean-Shift Algorithm (MSA) applied in large population cells' tracking exist, an improved MSA with increment bandwidth and adjusted weight is presented for the neural stem cells tracking. Meanwhile, as the limitation of serial computation of MSA, multithreading technique is applied to save tracking time. The presented algorithm has been tested in three image sequences. Tracking result from comparison between improved and traditional MSA shows that the former has increased the accuracy rate and saved time, especially in large population's cells tracking.",

author = "Chunming Tang and Hongliang Dang and Xiaohong Su",

year = "2008",

doi = "10.1109/IITA.2008.585",

language = "英语",

isbn = "9780769534978",

series = "Proceedings - 2008 2nd International Symposium on Intelligent Information Technology Application, IITA 2008",

pages = "576--579",

booktitle = "Proceedings - 2008 2nd International Symposium on Intelligent Information Technology Application, IITA 2008",

note = "2008 2nd International Symposium on Intelligent Information Technology Application, IITA 2008 ; Conference date: 21-12-2008 Through 22-12-2008",

}

Tang, C, Dang, H & Su, X 2008, Multi-thread, increment-bandwidth and weighted mean-shift algorithm for neural stem cells tracking. in Proceedings - 2008 2nd International Symposium on Intelligent Information Technology Application, IITA 2008., 4739638, Proceedings - 2008 2nd International Symposium on Intelligent Information Technology Application, IITA 2008, vol. 1, pp. 576-579, 2008 2nd International Symposium on Intelligent Information Technology Application, IITA 2008, Shanghai, China, 21/12/08. https://doi.org/10.1109/IITA.2008.585

Multi-thread, increment-bandwidth and weighted mean-shift algorithm for neural stem cells tracking. / Tang, Chunming; Dang, Hongliang; Su, Xiaohong.
Proceedings - 2008 2nd International Symposium on Intelligent Information Technology Application, IITA 2008. 2008. p. 576-579 4739638 (Proceedings - 2008 2nd International Symposium on Intelligent Information Technology Application, IITA 2008; Vol. 1).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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AU - Tang, Chunming

AU - Dang, Hongliang

AU - Su, Xiaohong

PY - 2008

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N2 - For studying their activities in time lapse image sequences, as some limitations of traditional Mean-Shift Algorithm (MSA) applied in large population cells' tracking exist, an improved MSA with increment bandwidth and adjusted weight is presented for the neural stem cells tracking. Meanwhile, as the limitation of serial computation of MSA, multithreading technique is applied to save tracking time. The presented algorithm has been tested in three image sequences. Tracking result from comparison between improved and traditional MSA shows that the former has increased the accuracy rate and saved time, especially in large population's cells tracking.

AB - For studying their activities in time lapse image sequences, as some limitations of traditional Mean-Shift Algorithm (MSA) applied in large population cells' tracking exist, an improved MSA with increment bandwidth and adjusted weight is presented for the neural stem cells tracking. Meanwhile, as the limitation of serial computation of MSA, multithreading technique is applied to save tracking time. The presented algorithm has been tested in three image sequences. Tracking result from comparison between improved and traditional MSA shows that the former has increased the accuracy rate and saved time, especially in large population's cells tracking.

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DO - 10.1109/IITA.2008.585

M3 - 会议稿件

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T3 - Proceedings - 2008 2nd International Symposium on Intelligent Information Technology Application, IITA 2008

SP - 576

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BT - Proceedings - 2008 2nd International Symposium on Intelligent Information Technology Application, IITA 2008

T2 - 2008 2nd International Symposium on Intelligent Information Technology Application, IITA 2008

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ER -

Tang C, Dang H, Su X. Multi-thread, increment-bandwidth and weighted mean-shift algorithm for neural stem cells tracking. In Proceedings - 2008 2nd International Symposium on Intelligent Information Technology Application, IITA 2008. 2008. p. 576-579. 4739638. (Proceedings - 2008 2nd International Symposium on Intelligent Information Technology Application, IITA 2008). doi: 10.1109/IITA.2008.585

Multi-thread, increment-bandwidth and weighted mean-shift algorithm for neural stem cells tracking

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