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» Incremental Multiple Kernel Learning for object recognition
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ICIP
2009
IEEE
13 years 5 months ago
A food image recognition system with Multiple Kernel Learning
Since health care on foods is drawing people's attention recently, a system that can record everyday meals easily is being awaited. In this paper, we propose an automatic foo...
Taichi Joutou, Keiji Yanai
IROS
2009
IEEE
148views Robotics» more  IROS 2009»
14 years 2 months ago
Cue-based equivalence classes and incremental discrimination for multi-cue recognition of "interactionable" objects
— There is a subset of objects for which interaction can provide numerous cues to those objects’ identity. Robots are often in situations where they can take advantage being ab...
Sarah Aboutalib, Manuela M. Veloso
AAAI
2012
11 years 10 months ago
Learning the Kernel Matrix with Low-Rank Multiplicative Shaping
Selecting the optimal kernel is an important and difficult challenge in applying kernel methods to pattern recognition. To address this challenge, multiple kernel learning (MKL) ...
Tomer Levinboim, Fei Sha