Presentation 1997/5/15
Practical Improvements for Monotonous and Continuous Two Dimensional-Two Dimensional Warping
Seiichi UCHIDA, Hiroaki SAKOE,
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Abstract(in English) The monotonous and continuous two dimensional-two dimensional warping method, proposed by the authors, is expected to be very useful tool for many pattern analysis/recognition problems. It simulates topology-preserving nonlinear deformation of an image. However, its high computational complexity makes its practical application difficult. In this paper, we introduce a pruning technique to the method by which a sub-optimal warp is obtained in polynomial time. It is demonstrated through several experiments that the warp between practical images is improved both accuracy and efficiency using this pruning technique with penalty.
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Keyword(in English) planar warping / pattern matching / dynamic programming / pruning method / deformable model
Paper # PRMU97-18
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Conference Information
Committee PRMU
Conference Date 1997/5/15(1days)
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Registration To Pattern Recognition and Media Understanding (PRMU)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Practical Improvements for Monotonous and Continuous Two Dimensional-Two Dimensional Warping
Sub Title (in English)
Keyword(1) planar warping
Keyword(2) pattern matching
Keyword(3) dynamic programming
Keyword(4) pruning method
Keyword(5) deformable model
1st Author's Name Seiichi UCHIDA
1st Author's Affiliation Graduate School of Information Science and Electrical Engineering, Kyushu University()
2nd Author's Name Hiroaki SAKOE
2nd Author's Affiliation Graduate School of Information Science and Electrical Engineering, Kyushu University
Date 1997/5/15
Paper # PRMU97-18
Volume (vol) vol.97
Number (no) 40
Page pp.pp.-
#Pages 8
Date of Issue