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75
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SCIA
2007
Springer
147views Image Analysis» more  SCIA 2007»
15 years 6 months ago
Object Class Detection Using Local Image Features and Point Pattern Matching Constellation Search
Alexander Drobchenko, Jarmo Ilonen, Joni-Kristian ...
133
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CLOR
2006
15 years 4 months ago
A Discriminative Framework for Texture and Object Recognition Using Local Image Features
This chapter presents an approach for texture and object recognition that uses scale- or affine-invariant local image features in combination with a discriminative classifier. Text...
Svetlana Lazebnik, Cordelia Schmid, Jean Ponce
155
Voted
IVC
2006
259views more  IVC 2006»
15 years 13 days ago
Object detection using spatial histogram features
In this paper, we propose an object detection approach using spatial histogram features. As spatial histograms consist of marginal distributions of an image over local patches, th...
Hongming Zhang, Wen Gao, Xilin Chen, Debin Zhao
128
Voted
ICCV
2011
IEEE
14 years 14 days ago
Robust Topological Features for Deformation Invariant Image Matching
Local photometric descriptors are a crucial low level component of numerous computer vision algorithms. In practice, these descriptors are constructed to be invariant to a class o...
Edgar Lobaton, Ramanarayan Vasudevan, Ron Alterovi...
TIP
2008
142views more  TIP 2008»
15 years 11 days ago
Image Feature Localization by Multiple Hypothesis Testing of Gabor Features
Several novel and particularly successful object and object category detection and recognition methods based on image features, local descriptions of object appearance, have recent...
Jarmo Ilonen, Joni-Kristian Kamarainen, Pekka Paal...