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SCIA
2005
Springer
108views Image Analysis» more  SCIA 2005»
15 years 3 months ago
Light Field Reconstruction Using a Planar Patch Model
Light fields are known for their potential in generating 3D reconstructions of a scene from novel viewpoints without need for a model of the scene. Reconstruction of novel views, ...
Adam Bowen, Andrew Mullins, Roland G. Wilson, Nasi...
SCIA
2005
Springer
186views Image Analysis» more  SCIA 2005»
15 years 3 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...
SCIA
2005
Springer
15 years 3 months ago
A Memory Architecture and Contextual Reasoning Framework for Cognitive Vision
One of the key requirements for a cognitive vision system to support reasoning is the possession of an effective mechanism to exploit context both for scene interpretation and for...
Josef Kittler, William J. Christmas, Alexey Kostin...
SCIA
2005
Springer
15 years 3 months ago
Optimal Estimation of Homogeneous Vectors
Estimation of inhomogeneous vectors is well-studied in estimation theory. For instance, given covariance matrices of input data allow to compute optimal estimates and characterize...
Matthias Mühlich, Rudolf Mester
IBPRIA
2005
Springer
15 years 3 months ago
Parallel Perceptrons, Activation Margins and Imbalanced Training Set Pruning
A natural way to deal with training samples in imbalanced class problems is to prune them removing redundant patterns, easy to classify and probably over represented, and label noi...
Iván Cantador, José R. Dorronsoro
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