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CBMS
2006
IEEE
15 years 10 months ago
Class Noise and Supervised Learning in Medical Domains: The Effect of Feature Extraction
Inductive learning systems have been successfully applied in a number of medical domains. It is generally accepted that the highest accuracy results that an inductive learning sys...
Mykola Pechenizkiy, Alexey Tsymbal, Seppo Puuronen...
ECCV
2010
Springer
15 years 9 months ago
Localizing Objects while Learning Their Appearance
Learning a new object class from cluttered training images is very challenging when the location of object instances is unknown. Previous works generally require objects covering a...
DAGM
1999
Springer
15 years 8 months ago
A Total Least Squares Framework for Low-Level Analysis of Dynamic Scenes and Processes
Abstract. We present a new method to simultaneously estimate optical flow fields and parameters of dynamic processes, violating the standard brightness change constraint equation...
Horst W. Haussecker, Christoph S. Garbe, Hagen Spi...
MOBICOM
1998
ACM
15 years 8 months ago
Towards a Design Methodology for Adaptive Applications
ibe an abstract architecture of adaptive applications, and indicate where we believe crucial design decisions must We illustrate the use of the abstract model in the design and im...
Malcolm McIlhagga, Ann Light, Ian Wakeman
FGR
1996
IEEE
119views Biometrics» more  FGR 1996»
15 years 8 months ago
A probabilistic framework for perceptual grouping of features for human face detection
Present approaches to human face detection have made several assumptions that restrict their ability to be extended to general imaging conditions. We identify that the key factori...
Kin Choong Yow, Roberto Cipolla