Verfügbarkeit: Parametric and nonparametric inference for statistical dynamic shape analysis with applications

Parametric and nonparametric inference for statistical dynamic shape analysis with applications:

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Bibliographische Detailangaben
Beteiligte Personen:	Brombin, Chiara (VerfasserIn), Salmaso, Luigi (VerfasserIn), Fontanella, Lara (VerfasserIn), Ippoliti, Luigi (VerfasserIn), Fusilli, Caterina (VerfasserIn)
Format:	Elektronisch E-Book
Sprache:	Englisch
Veröffentlicht:	Cham Springer [2016]
Schriftenreihe:	SpringerBriefs in statistics
Schlagwörter:	Statistics Mathematical statistics Computer mathematics Statistical Theory and Methods Probability and Statistics in Computer Science Computational Mathematics and Numerical Analysis Statistik
Links:	https://doi.org/10.1007/978-3-319-26311-3 https://doi.org/10.1007/978-3-319-26311-3 https://doi.org/10.1007/978-3-319-26311-3 https://doi.org/10.1007/978-3-319-26311-3 https://doi.org/10.1007/978-3-319-26311-3 https://doi.org/10.1007/978-3-319-26311-3 https://doi.org/10.1007/978-3-319-26311-3 https://doi.org/10.1007/978-3-319-26311-3 https://doi.org/10.1007/978-3-319-26311-3 https://doi.org/10.1007/978-3-319-26311-3 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028840659&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028840659&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA
Umfang:	1 Online Ressource (X, 115 Seiten, 48 illus., 27 illus. in color)
ISBN:	9783319263113
ISSN:	2191-544X
DOI:	10.1007/978-3-319-26311-3

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MARC


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Datensatz im Suchindex

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adam_text	PARAMETRIC AND NONPARAMETRIC INFERENCE FOR STATISTICAL DYNAMIC SHAPE ANALYSIS WITH APPLICATIONS / BROMBIN, CHIARA : 2016 ABSTRACT / INHALTSTEXT THIS BOOK CONSIDERS SPECIFIC INFERENTIAL ISSUES ARISING FROM THE ANALYSIS OF DYNAMIC SHAPES WITH THE ATTEMPT TO SOLVE THE PROBLEMS AT HAND USING PROBABILITY MODELS AND NONPARAMETRIC TESTS. THE MODELS ARE SIMPLE TO UNDERSTAND AND INTERPRET AND PROVIDE A USEFUL TOOL TO DESCRIBE THE GLOBAL DYNAMICS OF THE LANDMARK CONFIGURATIONS. HOWEVER, BECAUSE OF THE NON-EUCLIDEAN NATURE OF SHAPE SPACES, DISTRIBUTIONS IN SHAPE SPACES ARE NOT STRAIGHTFORWARD TO OBTAIN. THE BOOK EXPLORES THE USE OF THE GAUSSIAN DISTRIBUTION IN THE CONFIGURATION SPACE, WITH SIMILARITY TRANSFORMATIONS INTEGRATED OUT. SPECIFICALLY, IT WORKS WITH THE OFFSET-NORMAL SHAPE DISTRIBUTION AS A PROBABILITY MODEL FOR STATISTICAL INFERENCE ON A SAMPLE OF A TEMPORAL SEQUENCE OF LANDMARK CONFIGURATIONS. THIS ENABLES INFERENCE FOR GAUSSIAN PROCESSES FROM CONFIGURATIONS ONTO THE SHAPE SPACE. THE BOOK IS DIVIDED IN TWO PARTS, WITH THE FIRST THREE CHAPTERS COVERING MATERIAL ON THE OFFSET-NORMAL SHAPE DISTRIBUTION, AND THE REMAINING CHAPTERS COVERING THE THEORY OF NONPARAMETRIC COMBINATION (NPC) TESTS. THE CHAPTERS OFFER A COLLECTION OF APPLICATIONS WHICH ARE BOUND TOGETHER BY THE THEME OF THIS BOOK. THEY REFER TO THE ANALYSIS OF DATA FROM THE FG-NET (FACE AND GESTURE RECOGNITION RESEARCH NETWORK) DATABASE WITH FACIAL EXPRESSIONS. FOR THESE DATA, IT MAY BE DESIRABLE TO PROVIDE A DESCRIPTION OF THE DYNAMICS OF THE EXPRESSIONS, OR TESTING WHETHER THERE IS A DIFFERENCE BETWEEN THE DYNAMICS OF TWO FACIAL EXPRESSIONS OR TESTING WHICH OF THE LANDMARKS ARE MORE INFORMATIVE IN EXPLAINING THE PATTERN OF AN EXPRESSION DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT. PARAMETRIC AND NONPARAMETRIC INFERENCE FOR STATISTICAL DYNAMIC SHAPE ANALYSIS WITH APPLICATIONS / BROMBIN, CHIARA : 2016 TABLE OF CONTENTS / INHALTSVERZEICHNIS PART I OFFSET NORMAL DISTRIBUTION FOR DYNAMIC SHAPES BASIC CONCEPTS AND DEFINITIONS SHAPE INFERENCE AND THE OFFSET-NORMAL DISTRIBUTION DYNAMIC SHAPE ANALYSIS THROUGH THE OFFSET-NORMAL DISTRIBUTION PART II COMBINATION-BASED PERMUTATION TESTS FOR SHAPE ANALYSIS PARAMETRIC AND NON-PARAMETRIC TESTING OF MEAN SHAPES APPLICATIONS OF NPC METHODOLOGY SHAPE INFERENCE AND THE OFFSET-NORMAL DISTRIBUTION. DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
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author	Brombin, Chiara Salmaso, Luigi Fontanella, Lara Ippoliti, Luigi Fusilli, Caterina
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spellingShingle	Brombin, Chiara Salmaso, Luigi Fontanella, Lara Ippoliti, Luigi Fusilli, Caterina Parametric and nonparametric inference for statistical dynamic shape analysis with applications Statistics Mathematical statistics Computer mathematics Statistical Theory and Methods Probability and Statistics in Computer Science Computational Mathematics and Numerical Analysis Statistik
title	Parametric and nonparametric inference for statistical dynamic shape analysis with applications
title_auth	Parametric and nonparametric inference for statistical dynamic shape analysis with applications
title_exact_search	Parametric and nonparametric inference for statistical dynamic shape analysis with applications
title_full	Parametric and nonparametric inference for statistical dynamic shape analysis with applications Chiara Brombin, Luigi Salmaso, Lara Fontanella, Luigi Ippoliti, Caterina Fusilli
title_fullStr	Parametric and nonparametric inference for statistical dynamic shape analysis with applications Chiara Brombin, Luigi Salmaso, Lara Fontanella, Luigi Ippoliti, Caterina Fusilli
title_full_unstemmed	Parametric and nonparametric inference for statistical dynamic shape analysis with applications Chiara Brombin, Luigi Salmaso, Lara Fontanella, Luigi Ippoliti, Caterina Fusilli
title_short	Parametric and nonparametric inference for statistical dynamic shape analysis with applications
title_sort	parametric and nonparametric inference for statistical dynamic shape analysis with applications
topic	Statistics Mathematical statistics Computer mathematics Statistical Theory and Methods Probability and Statistics in Computer Science Computational Mathematics and Numerical Analysis Statistik
topic_facet	Statistics Mathematical statistics Computer mathematics Statistical Theory and Methods Probability and Statistics in Computer Science Computational Mathematics and Numerical Analysis Statistik
url	https://doi.org/10.1007/978-3-319-26311-3 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028840659&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028840659&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA
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