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PAKDD
2005
ACM
128views Data Mining» more  PAKDD 2005»
14 years 26 days 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
MM
2006
ACM
189views Multimedia» more  MM 2006»
14 years 1 months ago
Real-time computerized annotation of pictures
Automated annotation of digital pictures has been a highly challenging problem for computer scientists since the invention of computers. The capability of annotating pictures by c...
Jia Li, James Ze Wang
SIGIR
2011
ACM
12 years 10 months ago
Picasso - to sing, you must close your eyes and draw
We study the problem of automatically assigning appropriate music pieces to a picture or, in general, series of pictures. This task, commonly referred to as soundtrack suggestion,...
Aleksandar Stupar, Sebastian Michel
CVPR
2004
IEEE
14 years 9 months ago
A GMM Parts Based Face Representation for Improved Verification through Relevance Adaptation
Motivated by the success of parts based representations in face detection we have attempted to address some of the problems associated with applying such a philosophy to the task ...
Simon Lucey, Tsuhan Chen
AMR
2008
Springer
285views Multimedia» more  AMR 2008»
13 years 9 months ago
Music Thumbnailing Incorporating Harmony- and Rhythm Structure
A variety of approaches exist to the automatic retrieval of the key part within a musical piece - its thumbnail. Most of these however do not use adequate modeling with respect to ...
Björn Schuller, Florian Dibiasi, Florian Eybe...