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MM
2004
ACM
154views Multimedia» more  MM 2004»
15 years 6 months ago
PLSA-based image auto-annotation: constraining the latent space
We address the problem of unsupervised image auto-annotation with probabilistic latent space models. Unlike most previous works, which build latent space representations assuming ...
Florent Monay, Daniel Gatica-Perez
96
Voted
CAIP
2009
Springer
182views Image Analysis» more  CAIP 2009»
14 years 10 months ago
Atmospheric Visibility Monitoring Using Digital Image Analysis Techniques
Atmospheric visibility is a standard of human visual perception of the environment. It is also directly associated with air quality, polluted species and climate. The influence of ...
Jiun-Jian Liaw, Ssu-Bin Lian, Yung-Fa Huang, Rung ...
135
Voted
ICIP
2004
IEEE
16 years 2 months ago
Decomposition of range images using markov random fields
This paper describes a computational model for deriving a decomposition of objects from laser rangefinder data. The process aims to produce a set of parts defined by compactness a...
Andreas Pichler, Robert B. Fisher, Markus Vincze
135
Voted
CVPR
1997
IEEE
16 years 2 months ago
Shape Indexing Using Approximate Nearest-Neighbour Search in High-Dimensional Spaces
Shape indexing is a way of making rapid associations between features detected in an image and object models that could have produced them. When model databases are large, the use...
Jeffrey S. Beis, David G. Lowe
127
Voted
EDBT
2011
ACM
225views Database» more  EDBT 2011»
14 years 4 months ago
On (not) indexing quadratic form distance by metric access methods
The quadratic form distance (QFD) has been utilized as an effective similarity function in multimedia retrieval, in particular, when a histogram representation of objects is used...
Tomás Skopal, Tomás Bartos, Jakub Lo...