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113
Voted
BMVC
2010
14 years 10 months ago
2010
Image auto-annotation is a challenging task in computer vision. The goal of this task is to predict multiple words for generic images automatically. Recent state-of-theart methods...
111
Voted
PKDD
2010
Springer
14 years 10 months ago
2010
Springer
The foremost nonlinear dimensionality reduction algorithms provide an embedding only for the given training data, with no straightforward extension for test points. This shortcomin...
104
Voted
ACMMSP
2004
ACM
15 years 6 months ago
2004
ACM
Irregular applications frequently exhibit poor performance on contemporary computer architectures, in large part because of their inefficient use of the memory hierarchy. Runtime ...
90
Voted
IROS
2009
IEEE
15 years 7 months ago
2009
IEEE
Abstract— In this paper we describe the problem of Visual Place Categorization (VPC) for mobile robotics, which involves predicting the semantic category of a place from image me...
131
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ICASSP
2011
IEEE
14 years 4 months ago
2011
IEEE
Acoustic event detection (AED) aims to identify both timestamps and types of multiple events and has been found to be very challenging. The cues for these events often times exist...