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» The RIM Framework for Image Processing
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109
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ICIP
2005
IEEE
16 years 5 months ago
Similarity-based and perception-based image segmentation
In this paper, we present a segmentation method that provides perceptually relevant partitions without any a priori knowledge of the image content: first a local homogeneity analy...
Jérémy Huart, Pascal Bertolino
103
Voted
ICASSP
2011
IEEE
14 years 7 months ago
Joint dictionary learning and topic modeling for image clustering
A new Bayesian model is proposed, integrating dictionary learning and topic modeling into a unified framework. The model is applied to cluster multiple images, and a subset of th...
Lingbo Li, Mingyuan Zhou, Eric Wang, Lawrence Cari...
129
Voted
ISMM
2009
Springer
15 years 10 months ago
Milena: Write Generic Morphological Algorithms Once, Run on Many Kinds of Images
Abstract. We present a programming framework for discrete mathematical morphology centered on the concept of genericity. We show that formal definitions of morphological algorithm...
Roland Levillain, Thierry Géraud, Laurent N...
126
Voted
BMVC
2010
15 years 1 months ago
A Novel Framework for Tracking In-vitro Cells in Time-lapse Phase Contrast Data
With the proliferation of modern microscopy imaging technologies the amount of data that has to be analysed by biologists is constantly increasing and as a result the development ...
Ketheesan Thirusittampalam, M. Julius Hossain, Ovi...
129
Voted
AVSS
2003
IEEE
15 years 9 months ago
A Reliable-Inference Framework for Recognition of Human Actions
We present an action recognition method based on the concept of reliable inference. Our approach is formulated in a probabilistic framework using posterior class ratios to verify ...
James W. Davis, Ambrish Tyagi