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ICPR
2010
IEEE
14 years 10 months ago
Cross Entropy Optimization of the Random Set Framework for Multiple Instance Learning
Abstract--Multiple instance learning (MIL) is a recently researched technique used for learning a target concept in the presence of noise. Previously, a random set framework for mu...
Jeremy Bolton, Paul D. Gader
110
Voted
ICPR
2010
IEEE
14 years 10 months ago
Fundamental Geodesic Deformations in Spaces of Treelike Shapes
This paper presents a new geometric framework for analysis of planar treelike shapes for applications such as shape matching, recognition and morphology, using the geometry of the...
Aasa Feragen, François Lauze, Mads Nielsen
ICPR
2010
IEEE
14 years 9 months ago
Moments of Elliptic Fourier Descriptors
This paper develops a recursive method for computing moments of 2D objects described by elliptic Fourier descriptors (EFD). Green's theorem is utilized to transform 2D surfac...
Octavian Soldea, Mustafa Unel, Aytül Er&ccedi...
157
Voted
ICPR
2010
IEEE
15 years 7 months ago
A Graph Matching Algorithm using Data-Driven Markov Chain Monte Carlo Sampling
We propose a novel stochastic graph matching algorithm based on data-driven Markov Chain Monte Carlo (DDMCMC) sampling technique. The algorithm explores the solution space efficien...
Jungmin Lee, Minsu Cho, Kyoung Mu Lee
82
Voted
ICPR
2010
IEEE
15 years 2 months ago
Simultaneous Segmentation and Modelling of Signals Based on an Equipartition Principle
We propose a general framework for simultaneous segmentation and modelling of signals based on an Equipartition Principle (EP). According to EP, the signal is divided into segment...
Costas Panagiotakis, G. Tziritas