Scale-invariant feature transform

Advanced search

About 12 results found and you can help!

After scale space extrema are detected (their location being shown in the uppermost image) the SIFT algorithm discards low contrast keypoints (remaining points are shown in the middle image) and then filters out those located on edges. Resulting set of keypoints is shown on last image.

Scale-invariant feature transform (or SIFT) is an algorithm in computer vision to detect and describe local features in images. The algorithm was published by David Lowe in 1999.

• See also: Wikipedia

• Related: Autostitch, Scale space, Scale space implementation

Scale-Invariant Feature Transform (SIFT) in Schola... Scale-Invariant Feature Transform (SIFT) in Scholarpedia www.scholarpedia.org/article/SIFT - Web

Rob Hess's implementation of SIFT Rob Hess's implementation of SIFT web.engr.oregonstate.edu/.../ %5B%5BSIFT%20Feature%20Detector%5D%5D - Web

The Invariant Relations of 3D to 2D Projection of... The Invariant Relations of 3D to 2D Projection of Point Sets, Journal of Pattern Recognition Research www.jprr.org/index.php/jprr/article/view/26 - Web

[Add/rearrange links]

Average relevance

Lowe, D. G., “Distinctive Image Features from Scal... Lowe, D. G., “Distinctive Image Features from Scale-Invariant Keypoints”, International Journal of Computer Vision, 60, 2, pp. 91-110, 2004. citeseer.ist.psu.edu/lowe04distinctive.html - Web

Mikolajczyk, K., and Schmid, C., "A performance ev... Mikolajczyk, K., and Schmid, C., "A performance evaluation of local descriptors", IEEE Transactions on Pattern Analysis and Machine Intelligence, 10, 27, pp 1615--1630, 2005. lear.inrialpes.fr/pubs/2005/MS05/ - Web

PCA-SIFT: A More Distinctive Representation for Lo... PCA-SIFT: A More Distinctive Representation for Local Image Descriptors www.cs.cmu.edu/~yke/pcasift/ - Web

Lazebnik, S., Schmid, C., and Ponce, J., Semi-Loca... Lazebnik, S., Schmid, C., and Ponce, J., Semi-Local Affine Parts for Object Recognition, BMVC, 2004. www-cvr.ai.uiuc.edu/ponce_grp/publication/paper/bmvc04.pdf - Web

ASIFT (Affine SIFT) ASIFT (Affine SIFT) www.ipol.im/pub/algo/my_affine_sift/ - Web

VLFeat VLFeat www.vlfeat.org - Web

LIP-VIREO LIP-VIREO www.cs.cityu.edu.hk/~wzhao2/lip-vireo.htm - Web

(Parallel) SIFT in C# (Parallel) SIFT in C# sites.google.com/.../code - Web

[Add/rearrange links]

Low relevance

A simple step by step guide to SIFT A simple step by step guide to SIFT www.aishack.in/2010/05/sift-scale-invariant-feature-transform/ - Web

[Add/rearrange links]

This results page includes content from Wikipedia which is published under CC BY-SA.