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» Toward Objective Evaluation of Image Segmentation Algorithms
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ICPR
2008
IEEE
15 years 7 months ago
Video object segmentation based on graph cut with dynamic shape prior constraint
In this work, we present a novel segmentation method for deformable objects in monocular videos. Firstly we introduce the dynamic shape to represent the prior knowledge about obje...
Peng Tang, Lin Gao
CVPR
2008
IEEE
16 years 2 months ago
Matching images under unstable segmentations
Region based features are getting popular due to their higher descriptive power relative to other features. However, real world images exhibit changes in image segments capturing ...
Varsha Hedau, Himanshu Arora, Narendra Ahuja
TIP
2011
164views more  TIP 2011»
14 years 7 months ago
Multiregion Image Segmentation by Parametric Kernel Graph Cuts
Abstract—The purpose of this study is to investigate multiregion graph cut image partitioning via kernel mapping of the image data. The image data is transformed implicitly by a ...
Mohamed Ben Salah, Amar Mitiche, Ismail Ben Ayed
ACCV
2009
Springer
15 years 7 months ago
Natural Image Segmentation with Adaptive Texture and Boundary Encoding
We present a novel algorithm for unsupervised segmentation of natural images that harnesses the principle of minimum description length (MDL). Our method is based on observations ...
Shankar Rao, Hossein Mobahi, Allen Y. Yang, Shanka...
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ICPR
2004
IEEE
16 years 1 months ago
Modification of Watershed Transformation for Images, Containing Small Objects
We present a new method, which allows successful application of watershed transformation for images containing small objects. The method can be divided into two stages. During the...
Marat Kazanov