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» A Variational Approach for Color Image Segmentation
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TIP
1998
162views more  TIP 1998»
15 years 2 months ago
Variational image segmentation using boundary functions
Abstract—A general variational framework for image approximation and segmentation is introduced. By using a continuous “line-process” to represent edge boundaries, it is poss...
Gary A. Hewer, Charles S. Kenney, B. S. Manjunath
ICML
2005
IEEE
16 years 3 months ago
Variational Bayesian image modelling
We present a variational Bayesian framework for performing inference, density estimation and model selection in a special class of graphical models--Hidden Markov Random Fields (H...
Li Cheng, Feng Jiao, Dale Schuurmans, Shaojun Wang
ICIP
2001
IEEE
16 years 3 months ago
Scale space segmentation of color images using watersheds and fuzzy region merging
A multi-resolution segmentation approach for color images is proposed. The scale space is generated using the Perona-Malik diffusion approach and the watershed algorithm is employ...
S. Makrogiannis, Iris Vanhamel, Hichem Sahli, Spir...
VMV
2003
324views Visualization» more  VMV 2003»
15 years 3 months ago
A Color Similarity Measure for Robust Shadow Removal in Real Time
We introduce an approach for realtime segmentation of a scene into foreground objects, background, and object shadows superimposed on the background. To segment foreground objects...
Daniel Grest, Jan-Michael Frahm, Reinhard Koch
173
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EJASP
2010
158views more  EJASP 2010»
14 years 9 months ago
A Fully Automated Method to Detect and Segment a Manufactured Object in an Underwater Color Image
In this work we propose a fully automated active contours based method for the detection and the segmentation of a moored manufactured object in an underwater image. Detection of o...
Christian Barat, Ronald Robert Phlypo