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Moment-based approaches in imaging part 2: invariance

Authors :
Shu, Huazhong
Luo, Limin
Coatrieux, Jean-Louis
Centre de Recherche en Information Biomédicale sino-français (CRIBS)
Université de Rennes (UR)-Southeast University [Jiangsu]-Institut National de la Santé et de la Recherche Médicale (INSERM)
Laboratory of Image Science and Technology [Nanjing] (LIST)
Southeast University [Jiangsu]-School of Computer Science and Engineering
Laboratoire Traitement du Signal et de l'Image (LTSI)
Université de Rennes (UR)-Institut National de la Santé et de la Recherche Médicale (INSERM)
Université de Rennes 1 (UR1)
Université de Rennes (UNIV-RENNES)-Université de Rennes (UNIV-RENNES)-Southeast University [Jiangsu]-Institut National de la Santé et de la Recherche Médicale (INSERM)
Université de Rennes (UNIV-RENNES)-Université de Rennes (UNIV-RENNES)-Institut National de la Santé et de la Recherche Médicale (INSERM)
Senhadji, Lotfi
Source :
IEEE Engineering in Medicine and Biology Magazine, IEEE Engineering in Medicine and Biology Magazine, 2008, 27 (1), pp.81-3. ⟨10.1109/MEMB.2007.911462⟩, IEEE Engineering in Medicine and Biology Magazine, Institute of Electrical and Electronics Engineers, 2008, 27 (1), pp.81-3. ⟨10.1109/MEMB.2007.911462⟩
Publication Year :
2008
Publisher :
HAL CCSD, 2008.

Abstract

International audience; The several moment families have been reviewed in a first paper [1]. A classification was proposed in order to get a better understanding of their relations. More attention was given to orthogonal moments (in particular Legendre, Zernike, Tchebichef, Krawtchouk, Racah, dual Hahn). Important properties for computer vision applications were just sketched, among which invariance and robustness to noise. These properties may drive the choice of moments when addressing a specific problem. A short, thus non-exhaustive, review of the literature on these issues is proposed in this second paper.

Details

Language :
English
ISSN :
07395175
Database :
OpenAIRE
Journal :
IEEE Engineering in Medicine and Biology Magazine, IEEE Engineering in Medicine and Biology Magazine, 2008, 27 (1), pp.81-3. ⟨10.1109/MEMB.2007.911462⟩, IEEE Engineering in Medicine and Biology Magazine, Institute of Electrical and Electronics Engineers, 2008, 27 (1), pp.81-3. ⟨10.1109/MEMB.2007.911462⟩
Accession number :
edsair.pmid.dedup....f7047a31ebc543863b965ba8755cd7dc