English
 
Help Privacy Policy Disclaimer
  Advanced SearchBrowse

Item

ITEM ACTIONSEXPORT
  Scale Invariant Feature Transform with Irregular Orientation Histogram Binning

Cui, Y., Hasler, N., Thormählen, T., & Seidel, H.-P. (2009). Scale Invariant Feature Transform with Irregular Orientation Histogram Binning. In Image Analysis and Recognition (pp. 258-267). Heidelberg, Germany: Springer.

Item is

Files

show Files

Locators

show
hide
Locator:
https://rdcu.be/dJkon (Publisher version)
Description:
-
OA-Status:
Not specified

Creators

show
hide
 Creators:
Cui, Yan1, Author           
Hasler, Nils1, Author           
Thormählen, Thorsten1, Author           
Seidel, Hans-Peter1, Author                 
Affiliations:
1Computer Graphics, MPI for Informatics, Max Planck Society, ou_40047              

Content

show
hide
Free keywords: -
 Abstract: The SIFT (Scale Invariant Feature Transform) descriptor is a widely used method
for matching image features. However, perfect scale invariance can not be
achieved in practice because of sampling artefacts, noise in the image data,
and the fact that the computational effort limits the number of analyzed scale
space images. In this paper we propose a modification of the descriptor's
regular grid of orientation histogram bins to an irregular grid. The irregular
grid approach reduces the negative effect of scale error and significantly
increases the matching precision for image features. Results with a standard
data set are presented that show that the irregular grid approach outperforms
the original SIFT descriptor and other state-of-the-art extentions.

Details

show
hide
Language(s): eng - English
 Dates: 2010-01-122009
 Publication Status: Issued
 Pages: -
 Publishing info: -
 Table of Contents: -
 Rev. Type: -
 Identifiers: eDoc: 520484
DOI: 10.1007/978-3-642-02611-9_26
URI: http://www.mpi-inf.mpg.de/~hasler/download/CuiHasThoSei09igSIFT.pdf
Other: Local-ID: C125675300671F7B-68A3510DE982DAE9C1257583004A992D-CuiHasThoSei09
BibTex Citekey: Cui-et-al_ICIAR09
 Degree: -

Event

show
hide
Title: 6th International Conference on Image Analysis and Recognition
Place of Event: Halifax, Canada
Start-/End Date: 2009-07-06 - 2009-07-08

Legal Case

show

Project information

show

Source 1

show
hide
Title: Image Analysis and Recognition
  Subtitle : 6th International Conference, ICIAR 2009, Halifax, Canada, July 6-8, 2009, Proceedings
  Abbreviation : ICIAR 2009
Source Genre: Proceedings
 Creator(s):
Affiliations:
Publ. Info: Heidelberg, Germany : Springer
Pages: - Volume / Issue: - Sequence Number: - Start / End Page: 258 - 267 Identifier: ISBN: 978-3-642-02610-2

Source 2

show
hide
Title: Lecture Notes in Computer Science
  Abbreviation : LNCS
Source Genre: Series
 Creator(s):
Affiliations:
Publ. Info: -
Pages: - Volume / Issue: 5627 Sequence Number: - Start / End Page: - Identifier: -