Author: Guo Jun BaoPublisher:
ISBN:
Category :
Languages : en
Pages : 110
Book Description
Retrospective Image Registration with Genetic Algorithms
Robust Range Image Registration
Author: Luciano Afonso da SilvaPublisher: World Scientific
ISBN: 9812561080
Category : Computers
Languages : en
Pages : 174
Book Description
- Provides a comprehensive review of the literature in range image registration and serves as an effective study guide on this important topic - Presents a novel robust error measure, the surface interpretation, which is easily computed and offers significant immunity to non-Gaussian errors. The shortcomings of the least squares formalism in this setting are carefully explored - The first substantive work focusing on precision alignment, and the first capable of attaining such alignments in low-overlap scenarios without human intervention or manual prealignment - Offers extensive experimental results, highlighting both the impact of robust measures, and the relative efficiency of genetic search algorithms versus more traditional approaches. Extensive comparisons with more traditional algorithms and measures are presented
Genetic and Evolutionary Computation for Image Processing and Analysis
Author: Stefano CagnoniPublisher: Hindawi Publishing Corporation
ISBN: 9774540018
Category : Computer vision
Languages : en
Pages : 473
Book Description
Image Registration with Simulated Annealing and Genetic Algorithms
Author: Applications of Evolutionary Computing
Author: Stefano CagnoniPublisher: Springer
ISBN: 3540460047
Category : Computers
Languages : en
Pages : 356
Book Description
This book constitutes the refereed proceedings of three workshops on the application of evolutionary programming and algorithms in various domains; these workshops were held in conjunction with the 5th European Conference on Genetic Programming, EuroGP 2002, in Kinsale, Ireland, in April 2002. The 33 revised full papers presented were carefully reviewed and selected by the respective program committees. In accordance with the three workshops EvoCOP, EvoIASP, and EvoSTIM/EvoPLAN, the papers are organized in topical sections on combinatorial optimization problems; image analysis and signal processing; and scheduling, timetabling, and AI planning.
FAIR
Author: Jan ModersitzkiPublisher: SIAM
ISBN: 0898718848
Category : Computers
Languages : en
Pages : 207
Book Description
Whenever images taken at different times, from different viewpoints, and/or by different sensors need to be compared, merged, or integrated, image registration is required. Registration, also known as alignment, fusion, or warping, is the process of transforming data into a common reference frame. This book provides an overview of state-of-the-art registration techniques from theory to practice, numerous exercises, and via a supplementary Web page, free access to FAIR.m, a package that is based on the MATLAB software environment.
Fuzzy Sets and Systems - IFSA 2003
Author: Taner BilgicPublisher: Springer Science & Business Media
ISBN: 3540403833
Category : Technology & Engineering
Languages : en
Pages : 751
Book Description
The refereed proceedings of the 10th International Fuzzy Systems Association World Congress, IFSA 2003, held in June/July 2003 in Istanbul, Turkey. The 84 papers presented together with 5 invited papers were carefully reviewed and selected form 318 submissions. The papers address all current issues in the area and present the state of the art in fuzzy sets, fuzzy systems, and fuzzy logic and their applications in a broad variety of fields. The papers are divided in four parts on mathematical issues, methodological issues, application areas, and cross-disciplinary issues.
Advanced Image Processing Techniques for Remotely Sensed Hyperspectral Data
Author: Pramod K. VarshneyPublisher: Springer Science & Business Media
ISBN: 3662056054
Category : Science
Languages : en
Pages : 344
Book Description
The first of its kind, this book reviews image processing tools and techniques including Independent Component Analysis, Mutual Information, Markov Random Field Models and Support Vector Machines. The book also explores a number of experimental examples based on a variety of remote sensors. The book will be useful to people involved in hyperspectral imaging research, as well as by remote-sensing data like geologists, hydrologists, environmental scientists, civil engineers and computer scientists.
A Technique for Search Space Adaptation with Simulated Annealing & Genetic Algorithms in Image Registration
Author: Venkateswara Rao MandavaPublisher:
ISBN:
Category : Algorithms
Languages : en
Pages : 126
Book Description
Multimodal User Interfaces
Author: Dimitros TzovarasPublisher: Springer Science & Business Media
ISBN: 3540783458
Category : Technology & Engineering
Languages : en
Pages : 321
Book Description
tionship indicates how multimodal medical image processing can be unified to a large extent, e. g. multi-channel segmentation and image registration, and extend information theoretic registration to other features than image intensities. The framework is not at all restricted to medical images though and this is illustrated by applying it to multimedia sequences as well. In Chapter 4, the main results from the developments in plastic UIs and mul- modal UIs are brought together using a theoretic and conceptual perspective as a unifying approach. It is aimed at defining models useful to support UI plasticity by relying on multimodality, at introducing and discussing basic principles that can drive the development of such UIs, and at describing some techniques as proof-of-concept of the aforementioned models and principles. In Chapter 4, the authors introduce running examples that serve as illustration throughout the d- cussion of the use of multimodality to support plasticity.