Biomimicking the Brain for Biomedical Image Analysis

Abstract

Event Abstract Back to Event Biomimicking the Brain for Biomedical Image Analysis Bart-ter Haar-Romeny1* 1 Eindhoven University of Technology, Netherlands The production of images in medical applications and life sciences research is overwhelming. Mathematical paradigms for quantitative image analysis can be inspired by apparent models of early stages of visual perception. We discuss models of cortical neurons as multi-scale derivative operators for shape analysis, segmentation and retrieval, and adaptive feedback loops to the LGN for edge preserving smoothing. Voltage sensitive dye measurements of cortical columns inspire to multi-orientation contextual filters. The resulting algorithms lead to robust feature extraction, enhancement of dim lines and tensor valued images, retrieval of sub-scenes, and the extraction of dense motion vector fields. Many illustrative examples will be presented. Conference: Neuroinformatics 2009, Pilsen, Czechia, 6 Sep - 8 Sep, 2009. Presentation Type: Oral Presentation Topic: Workshop 1- Advances in the automatic analysis of multi-dimensional data Citation: Haar-Romeny B (2019). Biomimicking the Brain for Biomedical Image Analysis. Front. Neuroinform. Conference Abstract: Neuroinformatics 2009. doi: 10.3389/conf.neuro.11.2009.08.129 Copyright: The abstracts in this collection have not been subject to any Frontiers peer review or checks, and are not endorsed by Frontiers. They are made available through the Frontiers publishing platform as a service to conference organizers and presenters. The copyright in the individual abstracts is owned by the author of each abstract or his/her employer unless otherwise stated. Each abstract, as well as the collection of abstracts, are published under a Creative Commons CC-BY 4.0 (attribution) licence (https://creativecommons.org/licenses/by/4.0/) and may thus be reproduced, translated, adapted and be the subject of derivative works provided the authors and Frontiers are attributed. For Frontiers’ terms and conditions please see https://www.frontiersin.org/legal/terms-and-conditions. Received: 10 Jun 2009; Published Online: 09 May 2019. * Correspondence: Bart-ter Haar-Romeny, Eindhoven University of Technology, Eindhoven, Netherlands, B.M.terHaarRomeny@tue.nl Login Required This action requires you to be registered with Frontiers and logged in. To register or login click here. Abstract Info Abstract The Authors in Frontiers Bart-ter Haar-Romeny Google Bart-ter Haar-Romeny Google Scholar Bart-ter Haar-Romeny PubMed Bart-ter Haar-Romeny Related Article in Frontiers Google Scholar PubMed Abstract Close Back to top Javascript is disabled. Please enable Javascript in your browser settings in order to see all the content on this page.