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» Objective Functions for Feature Discrimination
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CVPR
2000
IEEE
16 years 4 months ago
Towards Automatic Discovery of Object Categories
We propose a method to learn heterogeneous models of object classes for visual recognition. The training images contain a preponderance of clutter and learning is unsupervised. Ou...
Markus Weber, Max Welling, Pietro Perona
169
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TSMC
2010
14 years 9 months ago
Distance Approximating Dimension Reduction of Riemannian Manifolds
We study the problem of projecting high-dimensional tensor data on an unspecified Riemannian manifold onto some lower dimensional subspace1 without much distorting the pairwise geo...
Changyou Chen, Junping Zhang, Rudolf Fleischer
121
Voted
VL
1996
IEEE
105views Visual Languages» more  VL 1996»
15 years 6 months ago
Enhancing Iconic Program Reusability with Object Sharing
This paper describes how to improve the reusability of iconic program modules. In iconic programming systems, the most important features for reuse are the customization of a modu...
Yuichi Koike, Yasuyuki Maeda, Yoshiyuki Koseki
122
Voted
SCIA
2005
Springer
186views Image Analysis» more  SCIA 2005»
15 years 8 months ago
Building Detection from Mobile Imagery Using Informative SIFT Descriptors
We propose reliable outdoor object detection on mobile phone imagery from off-the-shelf devices. With the goal to provide both robust object detection and reduction of computation...
Gerald Fritz, Christin Seifert, Manish Kumar, Luca...
123
Voted
ICIP
2003
IEEE
16 years 4 months ago
Fast indexing for image retrieval based on local appearance with re-ranking
This paper describes an approach to retrieve images containing specific objects, scenes or buildings. The image content is captured by a set of local features. More precisely, we ...
Hao Shao, Tomás Svoboda, Vittorio Ferrari, ...