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MCS
2009
Springer
15 years 7 months ago
A Study of Semi-supervised Generative Ensembles
Machine Learning can be divided into two schools of thought: generative model learning and discriminative model learning. While the MCS community has been focused mainly on the lat...
Manuela Zanda, Gavin Brown
105
Voted
ICCAD
2005
IEEE
94views Hardware» more  ICCAD 2005»
15 years 9 months ago
Post-placement voltage island generation under performance requirement
High power consumption not only leads to short battery life for handheld devices, but also causes on-chip thermal and reliability problems in general. As power consumption is prop...
Huaizhi Wu, I-Min Liu, Martin D. F. Wong, Yusu Wan...
122
Voted
ICRA
2010
IEEE
226views Robotics» more  ICRA 2010»
14 years 11 months ago
Indoor scene recognition through object detection
Abstract— Scene recognition is a highly valuable perceptual ability for an indoor mobile robot, however, current approaches for scene recognition present a significant drop in p...
Pablo Espinace, Thomas Kollar, Alvaro Soto, Nichol...
140
Voted
CVPR
2007
IEEE
15 years 10 months ago
Partially Occluded Object-Specific Segmentation in View-Based Recognition
We present a novel object-specific segmentation method which can be used in view-based object recognition systems. Previous object segmentation approaches generate inexact results ...
Minsu Cho (Seoul National University), Kyoung Mu L...
105
Voted
ECCV
2008
Springer
16 years 2 months ago
A Probabilistic Cascade of Detectors for Individual Object Recognition
A probabilistic system for recognition of individual objects is presented. The objects to recognize are composed of constellations of features, and features from a same object shar...
Pierre Moreels, Pietro Perona