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ISMIR
2005
Springer
172views Music» more  ISMIR 2005»
15 years 5 months ago
Preservation Digitization of David Edelberg's Handel LP Collection: A Pilot Project
Although analogue phonograph recordings (LPs) have long shelf lives, there are many reasons for initiating research into proper procedures for their digital preservation. In order...
Catherine Lai, Beinan Li, Ichiro Fujinaga
PAKDD
2005
ACM
128views Data Mining» more  PAKDD 2005»
15 years 5 months ago
A Framework for Incorporating Class Priors into Discriminative Classification
Abstract. Discriminative and generative methods provide two distinct approaches to machine learning classification. One advantage of generative approaches is that they naturally mo...
Rong Jin, Yi Liu
SCIA
2005
Springer
186views Image Analysis» more  SCIA 2005»
15 years 5 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...
SLSFS
2005
Springer
15 years 5 months ago
Constructing Visual Models with a Latent Space Approach
We propose the use of latent space models applied to local invariant features for object classification. We investigate whether using latent space models enables to learn patterns...
Florent Monay, Pedro Quelhas, Daniel Gatica-Perez,...
DMKD
2004
ACM
127views Data Mining» more  DMKD 2004»
15 years 5 months ago
Discovering spatial patterns accurately with effective noise removal
Cluster analysis is a common approach to pattern discovery in spatial databases. While many clustering techniques have been developed, it is still challenging to discover implicit...
Yu Qian, Kang Zhang