Fast implementation of level set method and its real-time applications

Yumi Iwashita; Ryo Kurazume; Tokuo Tsuji; Tsutomu Hasegawa; Hara Kenji

doi:10.1109/ICSMC.2004.1401389

Fast implementation of level set method and its real-time applications

Yumi Iwashita, Ryo Kurazume, Tokuo Tsuji, Tsutomu Hasegawa, Hara Kenji

Real world robotics

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

20 Citations (Scopus)

Abstract

The level set method (LSM) has been widely used for various applications such as motion tracking and 3D geometrical modeling. However, the calculation cost of reinitialization and updating of an implicit function is considerably expensive as compared with conventional active contour models such as "Snakes". To tackle this problem, we propose an ef cient algorithm of the LSM named the Fast Level Set Method(FLSM). This paper introduces some experiments based on the FLSM, including 2D real-time tracking of moving objects in video images, and 3D simultaneous motion capture system of multiple targets using stereo range images.

Original language	English
Title of host publication	2004 IEEE International Conference on Systems, Man and Cybernetics, SMC 2004
Pages	6302-6307
Number of pages	6
DOIs	https://doi.org/10.1109/ICSMC.2004.1401389
Publication status	Published - Dec 1 2004
Event	2004 IEEE International Conference on Systems, Man and Cybernetics, SMC 2004 - The Hague, Netherlands Duration: Oct 10 2004 → Oct 13 2004

Publication series

Name	Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics
Volume	7
ISSN (Print)	1062-922X

Other

Other	2004 IEEE International Conference on Systems, Man and Cybernetics, SMC 2004
Country/Territory	Netherlands
City	The Hague
Period	10/10/04 → 10/13/04

All Science Journal Classification (ASJC) codes

Engineering(all)

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10.1109/ICSMC.2004.1401389

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Iwashita, Y., Kurazume, R., Tsuji, T., Hasegawa, T., & Kenji, H. (2004). Fast implementation of level set method and its real-time applications. In 2004 IEEE International Conference on Systems, Man and Cybernetics, SMC 2004 (pp. 6302-6307). (Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics; Vol. 7). https://doi.org/10.1109/ICSMC.2004.1401389

Fast implementation of level set method and its real-time applications. / Iwashita, Yumi; Kurazume, Ryo; Tsuji, Tokuo et al.
2004 IEEE International Conference on Systems, Man and Cybernetics, SMC 2004. 2004. p. 6302-6307 (Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics; Vol. 7).

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

Iwashita, Y, Kurazume, R, Tsuji, T, Hasegawa, T & Kenji, H 2004, Fast implementation of level set method and its real-time applications. in 2004 IEEE International Conference on Systems, Man and Cybernetics, SMC 2004. Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics, vol. 7, pp. 6302-6307, 2004 IEEE International Conference on Systems, Man and Cybernetics, SMC 2004, The Hague, Netherlands, 10/10/04. https://doi.org/10.1109/ICSMC.2004.1401389

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Fast implementation of level set method and its real-time applications

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