On The Foundations Of Probabilistic Relaxation With Product Support

Searching for On The Foundations Of Probabilistic Relaxation With Product Support information? Find all needed info by using official links provided below.


On the Foundations of Probabilistic Relaxation with ...

    https://link.springer.com/article/10.1023%2FA%3A1008218126123
    Traditional probabilistic relaxation, as proposed by Rosenfeld, Hummel and Zucker, uses a support function which is a double sum over neighboring nodes and labels. Recently, Pelillo has shown the relevance of the Baum-Eagon theorem to the traditional formulation.Cited by: 17

Theoretical Foundations of CP-Based Lagrangian Relaxation

    https://www.researchgate.net/publication/221633096_Theoretical_Foundations_of_CP-Based_Lagrangian_Relaxation
    [Show full abstract] probabilistic relaxation with product support, based on an evidence combining formula. In this paper we present a formal basis for Kittler and Hancocks probabilistic relaxation.

Probabilistic Relaxation as an Optimizer

    http://www.bmva.org/bmvc/1995/bmvc-95-060.pdf
    bilistic relaxation with product support, and also leads us to propose a new class of probabilistic relaxation algorithms. We investigate two applications. 1 Introduction Probabilistic relaxation [PR] is an established technique for pattern recognition. For a review of PR and applications of PR see [1]. The 'traditional' scheme for PR, which we

Structural matching in computer vision using probabilistic ...

    http://www.cs.bilkent.edu.tr/~saksoy/courses/cs551-Spring2009/papers/christmas95_structural.pdf
    However, his solution retained the heuristic framework of probabilistic relaxation as introduced by Rosenfeld, Hummel, and Zucker [36] and Hummel and Zucker [25]. In particular, the compatibility and support func- tions were specified heuristically.

Modelling contextual constraints in probabilistic ...

    https://www.researchgate.net/publication/262020305_Modelling_contextual_constraints_in_probabilistic_relaxation_for_multi-class_semi-supervised_learning
    Kittler and Hancock have suggested a form of probabilistic relaxation with product support, based on an evidence combining formula. In this paper we present a formal basis for Kittler and Hancocks ...

The Dynamics of Nonlinear Relaxation Labeling Processes ...

    https://link.springer.com/article/10.1023/A:1008255111261
    Abstract. We present some new results which definitively explain thebehavior of the classical, heuristic nonlinear relaxation labelingalgorithm of Rosenfeld, Hummel, and Zucker in terms of theHummel-Zucker consistency theory and dynamical systems theory.Cited by: 130

Probabilistic relaxation and the Hough transform ...

    https://www.sciencedirect.com/science/article/pii/S0031320399000813
    Probabilistic relaxation refers to a family of techniques designed to achieve a global consistency when interpreting a network of interacting objects. Its origins go back to the seminal paper of Rosenfeld et al. [1] which in turn was inspired by the work of Waltz [2] concerned with discrete relaxation.Cited by: 8

SocietyforRiskAnalysis Risk Analysis Foundations

    https://www.sra.org/sites/default/files/pdf/FoundationsMay7-2015-sent-x.pdf
    2" ". Preface. The idea of this paper is to prepare a document which reflects on key scientific pillars of risk analysis, the core of our scientific, regulatory and technical field, the elements that unify our professional discipline, with both current and future perspectives.

On the foundations of probabilistic information integration

    https://doi.acm.org/10.1145/2396761.2396873
    An integration system is useful only to the extent that the information it produces can be trusted. Hence, providing a measure of certainty for integrated information is of crucial importance in many important applications. In this paper we study the problem of integration of uncertain information.Cited by: 9

A Probabilistic Relaxation Framework for Learning Bayesian ...

    http://www-personal.umich.edu/~hassanam/my_publications/Master_Thesis.pdf
    ables. This work proposes a new probabilistic method for learning Bayesian network structures from data. In the proposed method the existence of an edge in the network is no longer considered as a hard or deterministic issue, but rather we assign a certain probability for the existence of …



How to find On The Foundations Of Probabilistic Relaxation With Product Support information?

Follow the instuctions below:

  • Choose an official link provided above.
  • Click on it.
  • Find company email address & contact them via email
  • Find company phone & make a call.
  • Find company address & visit their office.

Related Companies Support