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ICDM
2006
IEEE
155views Data Mining» more  ICDM 2006»
15 years 11 months ago
Automatic Single-Organ Segmentation in Computed Tomography Images
In this paper, we propose a hybrid approach for automatic single-organ segmentation in Computed Tomography (CT) data. The approach consists of three stages: first, a probability i...
Ruchaneewan Susomboon, Daniela Stan Raicu, Jacob D...
ICDM
2006
IEEE
138views Data Mining» more  ICDM 2006»
15 years 11 months ago
Belief Propagation in Large, Highly Connected Graphs for 3D Part-Based Object Recognition
We describe a part-based object-recognition framework, specialized to mining complex 3D objects from detailed 3D images. Objects are modeled as a collection of parts together with...
Frank DiMaio, Jude W. Shavlik
149
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ICMCS
2006
IEEE
192views Multimedia» more  ICMCS 2006»
15 years 11 months ago
Classifier Optimization for Multimedia Semantic Concept Detection
In this paper, we present an AUC (i.e., the Area Under the Curve of Receiver Operating Characteristics (ROC)) maximization based learning algorithm to design the classifier for ma...
Sheng Gao, Qibin Sun
ICMCS
2006
IEEE
124views Multimedia» more  ICMCS 2006»
15 years 11 months ago
Combining Textual and Visual Ontologies to Solve Medical Multimodal Queries
In order to solve medical multimodal queries, we propose to split the queries in different dimensions using ontology. We extract both textual and visual terms depending on the ont...
Saïd Radhouani, Joo-Hwee Lim, Jean-Pierre Che...
ICRA
2006
IEEE
101views Robotics» more  ICRA 2006»
15 years 11 months ago
Policies based on Trajectory Libraries
— We present a control approach that uses a library of trajectories to establish a global control law or policy. This is an alternative to methods for finding global policies ba...
Martin Stolle, Christopher G. Atkeson
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