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209
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ICML
2004
IEEE
16 years 7 months ago
Kernel conditional random fields: representation and clique selection
Kernel conditional random fields (KCRFs) are introduced as a framework for discriminative modeling of graph-structured data. A representer theorem for conditional graphical models...
John D. Lafferty, Xiaojin Zhu, Yan Liu
163
Voted
ACCV
2009
Springer
16 years 1 months ago
Transductive Segmentation of Textured Meshes
This paper addresses the problem of segmenting a textured mesh into objects or object classes, consistently with user-supplied seeds. We view this task as transductive learning and...
Anne-Laure Chauve, Jean-Philippe Pons, Jean-Yves A...
ICIP
2008
IEEE
16 years 1 months ago
Augmented tree partitioning for interactive image segmentation
In this paper, we propose a new fast semi-supervised image segmentation method based on augmented tree partitioning. Unlike many existing methods that use a graph structure to mod...
Yangqing Jia, Jingdong Wang, Changshui Zhang, Xian...
193
Voted
PDP
2008
IEEE
16 years 1 months ago
QoS-constrained List Scheduling Heuristics for Parallel Applications on Grids
This paper presents QLSE (QoS-constrained List Scheduling hEuristics), a Quality of Service-based launch time scheduling algorithm for wide area Grids. QLSE considers applications...
Nicola Tonellotto, Ranieri Baraglia, Renato Ferrin...
188
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IROS
2006
IEEE
132views Robotics» more  IROS 2006»
16 years 1 months ago
Supervised Learning of Topological Maps using Semantic Information Extracted from Range Data
Abstract— This paper presents an approach to create topological maps from geometric maps obtained with a mobile robot in an indoor-environment using range data. Our approach util...
Óscar Martínez Mozos, Wolfram Burgar...