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87
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ICPR
2004
IEEE
16 years 2 months ago
A System to Detect Houses and Residential Street Networks in Multispectral Satellite Images
ACT Maps are vital tools for most government agencies and consumers. However, their manual generation and updating is tedious and time consuming. As a step toward automatic map gen...
Cem Ünsalan, Kim L. Boyer
IPMI
2007
Springer
16 years 2 months ago
Shape Regression Machine
Abstract. We present a machine learning approach called shape regression machine (SRM) to segmenting in real time an anatomic structure that manifests a deformable shape in a medic...
Shaohua Kevin Zhou, Dorin Comaniciu
184
Voted
ISBI
2011
IEEE
14 years 5 months ago
3D segmentation of rodent brain structures using Active Volume Model with shape priors
Object boundary extraction is an important task in brain image analysis. Acquiring detailed 3D representations of the brain structures could improve the detection rate of diseases...
Shaoting Zhang, Junzhou Huang, Mustafa Gökhan...
99
Voted
CAIP
2005
Springer
118views Image Analysis» more  CAIP 2005»
15 years 7 months ago
Method for Automatically Segmenting the Spinal Cord and Canal from 3D CT Images
We present two approaches for automatically segmenting the spinal cord/canal from native CT images of the thorax region containing the spine. Different strategies are included to ...
László G. Nyúl, Judit Kany&oa...
176
Voted
CVPR
2005
IEEE
16 years 3 months ago
Segmentation of Edge Preserving Gradient Vector Flow: An Approach Toward Automatically Initializing and Splitting of Snakes
Active contours or snakes have been extensively utilized in handling image segmentation and classification problems. In traditional active contour models, snake initialization is ...
Chunming Li, Jundong Liu, Martin D. Fox