Applications of evolutionary computation in image processing and pattern recognition:
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Cham
Springer International Publishing
[2016]
|
| Schriftenreihe: | Intelligent systems reference library
volume 100 |
| Schlagworte: | |
| Online-Zugang: | BTU01 FAB01 FAW01 FHA01 FHI01 FHN01 FHR01 FKE01 FRO01 FWS01 FWS02 UBY01 Volltext Inhaltsverzeichnis Abstract |
| Beschreibung: | 1 Online Ressource (xv, 274 p. 111 illus., 55 illus. in color) |
| ISBN: | 9783319264622 |
| DOI: | 10.1007/978-3-319-26462-2 |
Internformat
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Datensatz im Suchindex
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|---|---|
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| adam_text | APPLICATIONS OF EVOLUTIONARY COMPUTATION IN IMAGE PROCESSING AND PATTERN
RECOGNITION
/ CUEVAS, ERIK
: 2016
TABLE OF CONTENTS / INHALTSVERZEICHNIS
INTRODUCTION
IMAGE SEGMENTATION BASED ON DIFFERENTIAL EVOLUTION OPTIMIZATION.-MOTION
ESTIMATION BASED ON ARTIFICIAL BEE COLONY (ABC)
ELLIPSE DETECTION ON IMAGES INSPIRED BY THE COLLECTIVE ANIMAL BEHAVIOR
TEMPLATE MATCHING BY USING THE STATES OF MATTER ALGORITHM
ESTIMATION OF MULTIPLE VIEW RELATIONS CONSIDERING EVOLUTIONARY
APPROACHES
CIRCLE DETECTION ON IMAGES BASED ON AN EVOLUTIONARY ALGORITHM THAT
REDUCES THE NUMBER OF FUNCTION EVALUATIONS
OTSU AND KAPUR SEGMENTATION BASED ON HARMONY SEARCH OPTIMIZATION
LEUKOCYTE DETECTION BY USING ELECTROMAGNETISM-LIKE OPTIMIZATION
AUTOMATIC SEGMENTATION BY USING AN ALGORITHM BASED ON THE BEHAVIOR OF
LOCUST SWARMS
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
APPLICATIONS OF EVOLUTIONARY COMPUTATION IN IMAGE PROCESSING AND PATTERN
RECOGNITION
/ CUEVAS, ERIK
: 2016
ABSTRACT / INHALTSTEXT
THIS BOOK PRESENTS THE USE OF EFFICIENT EVOLUTIONARY COMPUTATION (EC)
ALGORITHMS FOR SOLVING DIVERSE REAL-WORLD IMAGE PROCESSING AND PATTERN
RECOGNITION PROBLEMS. IT PROVIDES AN OVERVIEW OF THE DIFFERENT ASPECTS
OF EVOLUTIONARY METHODS IN ORDER TO ENABLE THE READER IN REACHING A
GLOBAL UNDERSTANDING OF THE FIELD AND, IN CONDUCTING STUDIES ON SPECIFIC
EVOLUTIONARY TECHNIQUES THAT ARE RELATED TO APPLICATIONS IN IMAGE
PROCESSING AND PATTERN RECOGNITION. IT EXPLAINS THE BASIC IDEAS OF THE
PROPOSED APPLICATIONS IN A WAY THAT CAN ALSO BE UNDERSTOOD BY READERS
OUTSIDE OF THE FIELD. IMAGE PROCESSING AND PATTERN RECOGNITION
PRACTITIONERS WHO ARE NOT EVOLUTIONARY COMPUTATION RESEARCHERS WILL
APPRECIATE THE DISCUSSED TECHNIQUES BEYOND SIMPLE THEORETICAL TOOLS
SINCE THEY HAVE BEEN ADAPTED TO SOLVE SIGNIFICANT PROBLEMS THAT COMMONLY
ARISE ON SUCH AREAS. ON THE OTHER HAND, MEMBERS OF THE EVOLUTIONARY
COMPUTATION COMMUNITY CAN LEARN THE WAY IN WHICH IMAGE PROCESSING AND
PATTERN RECOGNITION PROBLEMS CAN BE TRANSLATED INTO AN OPTIMIZATION
TASK. THE BOOK HAS BEEN STRUCTURED SO THAT EACH CHAPTER CAN BE READ
INDEPENDENTLY FROM THE OTHERS. IT CAN SERVE AS REFERENCE BOOK FOR
STUDENTS AND RESEARCHERS WITH BASIC KNOWLEDGE IN IMAGE PROCESSING AND EC
METHODS
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
|
| any_adam_object | 1 |
| author | Cuevas, Erik |
| author_GND | (DE-588)1074407679 |
| author_facet | Cuevas, Erik |
| author_role | aut |
| author_sort | Cuevas, Erik |
| author_variant | e c ec |
| building | Verbundindex |
| bvnumber | BV043212077 |
| collection | ZDB-2-ENG |
| ctrlnum | (OCoLC)932033311 (DE-599)BVBBV043212077 |
| dewey-full | 006.3 |
| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 006 - Special computer methods |
| dewey-raw | 006.3 |
| dewey-search | 006.3 |
| dewey-sort | 16.3 |
| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik |
| doi_str_mv | 10.1007/978-3-319-26462-2 |
| format | Electronic eBook |
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| id | DE-604.BV043212077 |
| illustrated | Not Illustrated |
| indexdate | 2024-08-01T12:12:20Z |
| institution | BVB |
| isbn | 9783319264622 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-028635215 |
| oclc_num | 932033311 |
| open_access_boolean | |
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| physical | 1 Online Ressource (xv, 274 p. 111 illus., 55 illus. in color) |
| psigel | ZDB-2-ENG ZDB-2-ENG_2016 |
| publishDate | 2016 |
| publishDateSearch | 2016 |
| publishDateSort | 2016 |
| publisher | Springer International Publishing |
| record_format | marc |
| series | Intelligent systems reference library |
| series2 | Intelligent systems reference library |
| spellingShingle | Cuevas, Erik Applications of evolutionary computation in image processing and pattern recognition Intelligent systems reference library Engineering Artificial intelligence Image processing Calculus of variations Computational intelligence Computational Intelligence Artificial Intelligence (incl. Robotics) Signal, Image and Speech Processing Image Processing and Computer Vision Calculus of Variations and Optimal Control; Optimization Ingenieurwissenschaften Künstliche Intelligenz |
| title | Applications of evolutionary computation in image processing and pattern recognition |
| title_auth | Applications of evolutionary computation in image processing and pattern recognition |
| title_exact_search | Applications of evolutionary computation in image processing and pattern recognition |
| title_full | Applications of evolutionary computation in image processing and pattern recognition Erik Cuevas, Daniel Zaldívar, Marco Perez-Cisneros |
| title_fullStr | Applications of evolutionary computation in image processing and pattern recognition Erik Cuevas, Daniel Zaldívar, Marco Perez-Cisneros |
| title_full_unstemmed | Applications of evolutionary computation in image processing and pattern recognition Erik Cuevas, Daniel Zaldívar, Marco Perez-Cisneros |
| title_short | Applications of evolutionary computation in image processing and pattern recognition |
| title_sort | applications of evolutionary computation in image processing and pattern recognition |
| topic | Engineering Artificial intelligence Image processing Calculus of variations Computational intelligence Computational Intelligence Artificial Intelligence (incl. Robotics) Signal, Image and Speech Processing Image Processing and Computer Vision Calculus of Variations and Optimal Control; Optimization Ingenieurwissenschaften Künstliche Intelligenz |
| topic_facet | Engineering Artificial intelligence Image processing Calculus of variations Computational intelligence Computational Intelligence Artificial Intelligence (incl. Robotics) Signal, Image and Speech Processing Image Processing and Computer Vision Calculus of Variations and Optimal Control; Optimization Ingenieurwissenschaften Künstliche Intelligenz |
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