Book Review: Variational methods in image segmentation
نویسندگان
چکیده
منابع مشابه
Agent based Image Segmentation Methods: A Review
Image segmentation is an important research area in computer vision and many segmentation methods have been proposed. This paper attempts to provide a brief overview of elemental segmentation techniques based on boundary or regional approaches. It focuses mainly on the agent based image segmentation techniques.
متن کاملVariational Inference for Image Segmentation
Variational inference techniques are powerful methods for learning probabilistic models and provide significant advantages with respect to maximum likelihood (ML) or maximum a posteriori (MAP) approaches. Nevertheless they have not yet been fully exploited for image processing applications. In this paper we present a variational Bayes (VB) approach for image segmentation. We aim to show that VB...
متن کاملStatistical shape knowledge in variational image segmentation
When interpreting an image, a human observer takes into account not only the external input given by the intensity or color information in the image, but also internally represented knowledge. The present work is devoted to modeling such an interaction by combining in a segmentation process low-level image cues and statistically encoded prior knowledge about the shape of expected objects. To th...
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ژورنال
عنوان ژورنال: Bulletin of the American Mathematical Society
سال: 1996
ISSN: 0273-0979
DOI: 10.1090/s0273-0979-96-00643-x