Literature DB >> 21135442

Shape recognition with spectral distances.

Michael M Bronstein1, Alexander M Bronstein.   

Abstract

Recent works have shown the use of diffusion geometry for various pattern recognition applications, including nonrigid shape analysis. In this paper, we introduce spectral shape distance as a general framework for distribution-based shape similarity and show that two recent methods for shape similarity due to Rustamov and Mahmoudi and Sapiro are particular cases thereof.

Year:  2011        PMID： 21135442     DOI： 10.1109/TPAMI.2010.210

Source DB:  PubMed          Journal:  IEEE Trans Pattern Anal Mach Intell        ISSN： 0098-5589            Impact factor:   6.226


  12 in total

1.  Global point signature for shape analysis of carpal bones.

Authors:  Abhijit J Chaudhari; Richard M Leahy; Barton L Wise; Nancy E Lane; Ramsey D Badawi; Anand A Joshi
Journal:  Phys Med Biol       Date:  2014-02-07       Impact factor: 3.609

2.  A novel cortical thickness estimation method based on volumetric Laplace-Beltrami operator and heat kernel.

Authors:  Gang Wang; Xiaofeng Zhang; Qingtang Su; Jie Shi; Richard J Caselli; Yalin Wang
Journal:  Med Image Anal       Date:  2015-02-03       Impact factor: 8.545

3.  eCurves: A Temporal Shape Encoding.

Authors:  Elena Bernardis; Yong Zhang; Ender Konukoglu; Yangming Ou; Harold S Javitz; Leon Axel; Dimitris Metaxas; Benoit Desjardins; Kilian M Pohl
Journal:  IEEE Trans Biomed Eng       Date:  2017-06-16       Impact factor: 4.538

4.  WESD--Weighted Spectral Distance for measuring shape dissimilarity.

Authors:  Ender Konukoglu; Ben Glocker; Antonio Criminisi; Kilian M Pohl
Journal:  IEEE Trans Pattern Anal Mach Intell       Date:  2013-09       Impact factor: 6.226

5.  Isometry Invariant Shape Descriptors for Abnormality Detection on Brain Surfaces Affected by Alzheimer's Disease.

Authors:  Yanshuai Tu; Chengfeng Wen; Wen Zhang; Jianfeng Wu; Jie Zhang; Kewei Chen; Richard J Caselli; Eric M Reiman; Eric M Reiman; Yalin Wang
Journal:  Annu Int Conf IEEE Eng Med Biol Soc       Date:  2018-07

6.  Hyperbolic Harmonic Mapping for Surface Registration.

Authors:  Rui Shi; Wei Zeng; Zhengyu Su; Jian Jiang; Hanna Damasio; Zhonglin Lu; Yalin Wang; Shing-Tung Yau; Xianfeng Gu
Journal:  IEEE Trans Pattern Anal Mach Intell       Date:  2016-05-12       Impact factor: 6.226

7.  Optimal mass transport for shape matching and comparison.

Authors:  Zhengyu Su; Yalin Wang; Rui Shi; Wei Zeng; Jian Sun; Feng Luo; Xianfeng Gu
Journal:  IEEE Trans Pattern Anal Mach Intell       Date:  2015-11       Impact factor: 6.226

8.  Using diffusion distances for flexible molecular shape comparison.

Authors:  Yu-Shen Liu; Qi Li; Guo-Qin Zheng; Karthik Ramani; William Benjamin
Journal:  BMC Bioinformatics       Date:  2010-09-24       Impact factor: 3.169

9.  Tetrahedral spectral feature-Based bayesian manifold learning for grey matter morphometry: Findings from the Alzheimer's disease neuroimaging initiative.

Authors:  Yonghui Fan; Gang Wang; Qunxi Dong; Yuxiang Liu; Natasha Leporé; Yalin Wang
Journal:  Med Image Anal       Date:  2021-06-08       Impact factor: 13.828

10.  A modified shape context method for shape based object retrieval.

Authors:  Radhika Mani Madireddy; Pardha Saradhi Varma Gottumukkala; Potukuchi Dakshina Murthy; Satyanarayana Chittipothula
Journal:  Springerplus       Date:  2014-11-15
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