Exemplar Based Recognition of Visual Shapes
Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
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Exemplar Based Recognition of Visual Shapes. / Olsen, Søren I.
Image Analysis. <Forlag uden navn>, 2005. p. 852-861 (Lecture notes in computer science, Vol. 3540/2005).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
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TY - GEN
T1 - Exemplar Based Recognition of Visual Shapes
AU - Olsen, Søren I.
N1 - Conference code: 14
PY - 2005
Y1 - 2005
N2 - This paper presents an approach of visual shape recognition based on exemplars of attributed keypoints. Training is performed by storing exemplars of keypoints detected in labeled training images. Recognition is made by keypoint matching and voting according to the labels for the matched keypoints. The matching is insensitive to rotations, limited scalings and small deformations. The recognition is robust to noise, background clutter and partial occlusion. Recognition is possible from few training images and improve with the number of training images.
AB - This paper presents an approach of visual shape recognition based on exemplars of attributed keypoints. Training is performed by storing exemplars of keypoints detected in labeled training images. Recognition is made by keypoint matching and voting according to the labels for the matched keypoints. The matching is insensitive to rotations, limited scalings and small deformations. The recognition is robust to noise, background clutter and partial occlusion. Recognition is possible from few training images and improve with the number of training images.
U2 - 10.1007/11499145_86
DO - 10.1007/11499145_86
M3 - Article in proceedings
SN - 978-3-540-26320-3
T3 - Lecture notes in computer science
SP - 852
EP - 861
BT - Image Analysis
PB - <Forlag uden navn>
Y2 - 29 November 2010
ER -
ID: 4980005