Search for dissertations about: "regularization"

Showing result 1 - 5 of 109 swedish dissertations containing the word regularization.

  1. 1. Regularization for Sparseness and Smoothness Applications in System Identification and Signal Processing

    University dissertation from Linköping : Linköping University Electronic Press

    Author : Henrik Ohlsson; Lennart Ljung; Jacob Roll; Bo Wahlberg; [2010]
    Keywords : TEKNIK OCH TEKNOLOGIER; ENGINEERING AND TECHNOLOGY; Regularization; sparsity; smothness; lasso; l1; fMRI; bio-feedback; TECHNOLOGY; TEKNIKVETENSKAP;

    Abstract : In system identification, the Akaike Information Criterion (AIC) is a well known method to balance the model fit against model complexity. Regularization here acts as a price on model complexity. READ MORE

  2. 2. Higher-Order Regularization in Computer Vision

    University dissertation from Centre for Mathematical Sciences, Lund University

    Author : Johannes Ulén; [2014]
    Keywords : NATURVETENSKAP; NATURAL SCIENCES; NATURVETENSKAP; NATURAL SCIENCES; Computer Vision; Regularization; Segmentation; Dense Stereo;

    Abstract : At the core of many computer vision models lies the minimization of an objective function consisting of a sum of functions with few arguments. The order of the objective function is defined as the highest number of arguments of any summand. READ MORE

  3. 3. Regularization of Parameter Problems for Dynamic Beam Models

    University dissertation from Centre for Mathematical Sciences, Lund University

    Author : Sara Rydström; Linnéuniversitetet.; [2010]
    Keywords : NATURVETENSKAP; NATURAL SCIENCES; Euler-Bernoulli beam equation; parameter identification; bending stiffness; refractive index; Tikhonov regularization; MATHEMATICS Applied mathematics; MATEMATIK Tillämpad matematik; Mathematics; Matematik;

    Abstract : The field of inverse problems is an area in applied mathematics that is of great importance in several scientific and industrial applications. Since an inverse problem is typically founded on non-linear and ill-posed models it is a very difficult problem to solve. READ MORE

  4. 4. Resettling Displaced Residents from Regularized Settlements in Dar es Salaam City, Tanzania The case of Community Infrastructure Upgrading Program (CIUP)

    University dissertation from Stockholm : KTH Royal Institute of Technology

    Author : Dawah Lulu Magembe-Mushi; KTH.; [2011]
    Keywords : SAMHÄLLSVETENSKAP; SOCIAL SCIENCES; Regularization; upgrading; displaced residents; informal settlements; resettlement; displacement; Dar es Salaam; Tanzania;

    Abstract : This research seeks to examine the process of displacement and resettlement of residents who had been affected by regularization process within Manzese and Buguruni wards in Dar es Salaam City, Tanzania. It aimed at analyzing the issues and opportunities faced by the affected residents during regularization. READ MORE

  5. 5. Algorithms for a Partially Regularized Least Squares Problem

    University dissertation from Matematiska institutionen

    Author : Ingegerd Skoglund; Tommy Elfving; Inge Söderkvist; [2007]
    Keywords : NATURVETENSKAP; NATURAL SCIENCES; Least squares; Regularization; Block-matrices; Conjugate gradient; QR-factorization; Cross-validation; MATHEMATICS Applied mathematics Numerical analysis; MATEMATIK Tillämpad matematik Numerisk analys;

    Abstract : Vid analys av vattenprover tagna från t.ex. ett vattendrag betäms halten av olika ämnen. Dessa halter är ofta beroende av vattenföringen. READ MORE