Registration and Sequencing of Vessels Section Images at Macroscopic Levels

Abstract : In this paper we present a new approach to registration and sequencing of microscope images obtained from serial sections of large blood vessels at macroscopic levels of magnification. It is assumed that subsequent section images may be located inadequately in the image series. Translations and rotations of the object of interest can occur. Some images can be also reflected vertically or horizontally. The proposed algorithm is based on the center of gravity estimation and the phase-only correlation (POC) and uses standard image normalization as a preprocessing procedure. The method is fully-automatic and robust to common image distortions. The quality of registration is measured by the mean value of the sum of absolute difference between images. This criterion can be used also for slide images sequencing, when the image acquisition is performed independently for each section. A set of experiments, carried out using sampled microscopic images of a vein section, proves experimentally the effectiveness of the proposed approach.
Type de document :
Communication dans un congrès
Khalid Saeed; Władysław Homenda. 14th Computer Information Systems and Industrial Management (CISIM), Sep 2015, Warsaw, Poland. Springer, Lecture Notes in Computer Science, LNCS-9339, pp.399-410, 2015, Computer Information Systems and Industrial Management. 〈10.1007/978-3-319-24369-6_33〉
Liste complète des métadonnées

Littérature citée [16 références]  Voir  Masquer  Télécharger

https://hal.inria.fr/hal-01444483
Contributeur : Hal Ifip <>
Soumis le : mardi 24 janvier 2017 - 10:41:05
Dernière modification le : mercredi 25 janvier 2017 - 01:04:03
Document(s) archivé(s) le : mardi 25 avril 2017 - 14:02:56

Fichier

978-3-319-24369-6_33_Chapter.p...
Fichiers produits par l'(les) auteur(s)

Licence


Distributed under a Creative Commons Paternité 4.0 International License

Identifiants

Citation

Aneta Górniak, Ewa Skubalska-Rafajłowicz. Registration and Sequencing of Vessels Section Images at Macroscopic Levels. Khalid Saeed; Władysław Homenda. 14th Computer Information Systems and Industrial Management (CISIM), Sep 2015, Warsaw, Poland. Springer, Lecture Notes in Computer Science, LNCS-9339, pp.399-410, 2015, Computer Information Systems and Industrial Management. 〈10.1007/978-3-319-24369-6_33〉. 〈hal-01444483〉

Partager

Métriques

Consultations de la notice

26