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Elastic Conformal Transformation of Digital Images

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00025615%3A_____%2F12%3A%230001864" target="_blank" >RIV/00025615:_____/12:#0001864 - isvavai.cz</a>

  • Result on the web

    <a href="http://fig.net/pub/fig2012/papers/ts02f/TS02F_soukup_havrlant_et_al_5765.pdf" target="_blank" >http://fig.net/pub/fig2012/papers/ts02f/TS02F_soukup_havrlant_et_al_5765.pdf</a>

  • DOI - Digital Object Identifier

Alternative languages

  • Result language

    angličtina

  • Original language name

    Elastic Conformal Transformation of Digital Images

  • Original language description

    A novel transformation model for registration of geometrically distorted digital images is proposed in the contribution. The registration method is based on a set of ground control points (GCPs) whose coordinates have been captured with limited accuracy.The spatial inaccuracy of the GCPs influences precision of transformation between input and reference images. Quality of the transformation is also affected by unknown nonlinear elastic distortions of the input image. Simultaneous impact of the both sources of inaccuracy results in spatial imprecision of the transformed image. Correct estimation of the resulting spatial imprecision is significant constituent of the proposed registration method. Theoretical principle of the proposed method stems from theory of Gaussian processes (collocation, kriging) and is worked out with the aid of Bayesian approach. The overall solution embodies advantages of non-parametric and parametric estimation - it is both data-driven and tunable by a simple s

  • Czech name

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

    DE - Earth magnetism, geodesy, geography

  • OECD FORD branch

Result continuities

  • Project

    <a href="/en/project/DF11P01OVV021" target="_blank" >DF11P01OVV021: Cartographic sources as a cultural heritage. Research of the New Methods and Technologies of Digitalisation to Enable Access and Use of the Old Maps, Plans, Atlases and Globes.</a><br>

  • Continuities

    P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Others

  • Publication year

    2012

  • Confidentiality

    S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Data specific for result type

  • Article name in the collection

    Proceedings FIG Working Week 2012 Rome, Italy, 6-10 May 2012

  • ISBN

    978-87-90907-98-3

  • ISSN

  • e-ISSN

  • Number of pages

    10

  • Pages from-to

    1-10

  • Publisher name

    International Federation of Surveyors

  • Place of publication

    Řím, Itálie

  • Event location

    Řím, Itálie

  • Event date

    Jan 1, 2012

  • Type of event by nationality

    WRD - Celosvětová akce

  • UT code for WoS article