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Feature vector
Known as:
Feature space
, Attribute construction
, Feature construction
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In pattern recognition and machine learning, a feature vector is an n-dimensional vector of numerical features that represent some object. Many…
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Related topics
Related topics
34 relations
Algorithm
Automatic image annotation
BIRCH
Binary classification
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Broader (2)
Data mining
Machine learning
Papers overview
Semantic Scholar uses AI to extract papers important to this topic.
Highly Cited
2011
Highly Cited
2011
Domain adaptation for object recognition: An unsupervised approach
Raghuraman Gopalan
,
Ruonan Li
,
R. Chellappa
Vision
2011
Corpus ID: 10337178
Adapting the classifier trained on a source domain to recognize instances from a new target domain is an important problem that…
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Highly Cited
2010
Highly Cited
2010
Fast 3D recognition and pose using the Viewpoint Feature Histogram
R. Rusu
,
G. Bradski
,
R. Thibaux
,
John M. Hsu
IEEE/RSJ International Conference on Intelligent…
2010
Corpus ID: 13250628
We present the Viewpoint Feature Histogram (VFH), a descriptor for 3D point cloud data that encodes geometry and viewpoint. We…
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Highly Cited
2008
Highly Cited
2008
Feature Ranking Using Linear SVM
Yin-Wen Chang
,
Chih-Jen Lin
WCCI Causation and Prediction Challenge
2008
Corpus ID: 17303035
Feature ranking is useful to gain knowledge of data and identify relevant features. This article explores the performance of…
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Highly Cited
2008
Highly Cited
2008
UvA-DARE ( Digital Academic Repository ) Kernel codebooks for scene categorization
J. V. Gemert
,
J. Geusebroek
,
C. Veenman
,
A. Smeulders
2008
Corpus ID: 1986844
This paper introduces a method for scene categorization by modeling ambiguity in the popular codebook approach. The codebook…
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Highly Cited
2003
Highly Cited
2003
Palmprint recognition using eigenpalms features
Guangming Lu
,
D. Zhang
,
Kuanquan Wang
Pattern Recognition Letters
2003
Corpus ID: 16849068
Highly Cited
2002
Highly Cited
2002
Bagging, Boosting and the Random Subspace Method for Linear Classifiers
M. Skurichina
,
R. Duin
Pattern Analysis and Applications
2002
Corpus ID: 14615065
Abstract: Recently bagging, boosting and the random subspace method have become popular combining techniques for improving weak…
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Highly Cited
2001
Highly Cited
2001
Efficient Iris Recognition through Improvement of Feature Vector and Classifier
Shinyoung Lim
,
Kwanyong Lee
,
O. Byeon
,
Taiyun Kim
2001
Corpus ID: 16818600
In this paper, we propose an efficient method for personal identification by analyzing iris patterns that have a high level of…
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Highly Cited
2001
Highly Cited
2001
The variable bandwidth mean shift and data-driven scale selection
D. Comaniciu
,
Visvanathan Ramesh
,
P. Meer
Proceedings Eighth IEEE International Conference…
2001
Corpus ID: 14661676
We present two solutions for the scale selection problem in computer vision. The first one is completely nonparametric and is…
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Highly Cited
2001
Highly Cited
2001
Segmentation of Fingerprint Images
A. Bazen
,
S. H. Gerez
2001
Corpus ID: 15589989
An important step in an automatic fingerprint recognition system is the segmentation of fingerprint images. The task of a…
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Highly Cited
1999
Highly Cited
1999
3D Shape Histograms for Similarity Search and Classification in Spatial Databases
M. Ankerst
,
G. Kastenmüller
,
H. Kriegel
,
T. Seidl
International Multi-Conference on Systems…
1999
Corpus ID: 1205775
Classification is one of the basic tasks of data mining in modern database applications including molecular biology, astronomy…
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