Multimodal interaction in image and video applications:
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Berlin ; Heidelberg
Springer
2013
|
| Schriftenreihe: | Intelligent systems reference library
Vol. 48 |
| Schlagworte: | |
| Online-Zugang: | Inhaltstext Inhaltsverzeichnis |
| Beschreibung: | Literaturangaben Weitere Ausgabe: Online-Ausg., Multimodal Interaction in Image and Video Applications |
| Beschreibung: | XIII, 203 S. Ill., graph. Darst. 24 cm |
| ISBN: | 9783642359316 3642359310 |
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Datensatz im Suchindex
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| adam_text |
IMAGE 1
CONTENTS
AN APPLICATION FOR EFFICIENT ERROR-FREE LABELING O F MEDICAL I M A G E S
. . . . 1 MICHAL DROZDZAL, SANTI SEGUI, PETIA RADEVA, CAROLINA
MALAGELADA, FERNANDO AZPIROZ, JORDI VITRIA 1 INTRODUCTION 2
1.1 MOTIVATION AND NOVELTY 2
1.2 REAL-LIFE PROBLEM 2
1.3 PROBLEM SET-UP 3
1.4 INTUITION OF OUR APPROACH 4
1.5 CONTRIBUTIONS 7
2 RELATED WORK 7
3 METHODOLOGY 8
3.1 ALGORITHM FOR DATA STRUCTURE EXPLORTAION/EXPLOTATION . . 9 3.2
DISPLAYING STRATEGY 11
3.3 INTERFACE FOR INTERACTIVE LABELING O F ENDOSCOPIC FRAMES 12 4
EXPERIMENTS 12
5 CONCLUSIONS 14
REFERENCES 15
INTERACTIVE DOCUMENT RETRIEVAL AND CLASSIFICATION 17
ERNEST VALVENY, ORIOL RAMOS, JOAN MAS, MARGAL ROSSINYOL 1 INTRODUCTION
17
2 BASIC DOCUMENT CLASSIFICATION AND RETRIEVAL 19
2.1 DOCUMENT CLASSIFICATION 19
2.2 LOGO DETECTION 21
3 INTERACTIVE DOCUMENT RETRIEVAL 23
3.1 INTERACTIVE DOCUMENT CLASSIFICATION 23
3.2 INTERACTIVE LOGO DETECTION 24
3.3 INTERACTIVE CLASS-BASED LOGO DETECTION 25
4 PROTOTYPE 26
4.1 EXPERIMENTS 27
5 CONCLUSIONS 30
REFERENCES 3 0
HTTP://D-NB.INFO/1028419074
IMAGE 2
X CONTENTS
INTERACTIVE VISUAL AND SEMANTIC IMAGE RETRIEVAL 31
JOOST VAN DE WEIJER, FAHAD KHAN, MARC MASANA 1 INTRODUCTION 31
2 INTERACTIVE VISUAL AND SEMANTIC IMAGE RETRIEVAL 33
3 IMAGE REPRESENTATIONS 35
3.1 SEMANTIC IMAGE REPRESENTATION 35
3.2 VISUAL IMAGE REPRESENTATION 38
4 IMAGE RETRIEVAL APPLICATION 39
4.1 TECHNICALLMPLEMENTATION 39
4.2 USER INTERFACE 4 0
5 DEMONSTRATION AND EXPERIMENT RESULTS 41
5.1 SEMANTIC IMAGE DESCRIPTION 42
5.2 INTERACTIVE VISUAL AND SEMANTIC RETRIEVAL 42
6 CONCLUSIONS 43
REFERENCES 44
COLORESIA: A N INTERACTIVE COLOUR PERCEPTION DEVICE FOR THE VISUALLY
IMPAIRED 47
ABEL GONZALEZ, ROBERT BENAVENTE, OLIVIER PENACCHIO, JAVIER
VAZQUEZ-CORRAL, MARIA VANRELL, C. ALEJANDRO PARRAGA 1 INTRODUCTION 47
1.1 COLOUR VISION AND COLOUR VISUAL DEFICIENCIES 48
1.2 PERCEPTUAL INTERACTION BETWEEN COLOUR AND SOUND 5 0
2 STATE OF THE ART 51
3 FROM COLOUR SIGNAL TO SOUND 52
3.1 PROPERTIES O F COLOUR 54
3.2 COLOUR CONSTANCY 56
3.3 PROPERTIES O F SOUND 57
3.4 COLOUR SONIFICATION: OUR PROPOSAL 58
4 A MULTIMODAL DEVICE FOR THE VISUALLY IMPAIRED 60
4.1 TEST AND RESULTS 63
5 CONCLUSIONS 64
REFERENCES 64
INTERACTIVE PANSHARPENING AND ACTIVE CLASSIFICATION IN REMOTE SENSING 67
PABLO RUIZ, JAVIER MATEOS, GUSTAVO CAMPS-VAILS, RAFAEL MOLINA, AGGELOS
K. KATSAGGELOS 1 INTRODUCTION 67
2 INTERACTIVE PANSHARPENING BASED CLASSIFICATION 69
2.1 PANSHARPENING 7 0
2.2 CLASSIFICATION 71
2.3 INTERACTIVE PANSHARPENING BASED CLASSIFICATION 71
3 ACTIVE LEARNING 72
3.1 BAYESIAN MODELING AND INFERENCE 72
3.2 CLASSIFICATION 73
IMAGE 3
CONTENTS XI
3.3 ACTIVE LEARNING APPROACHES 74
4 PROTOTYPES DESCRIPTION 75
4.1 INTERACTIVE PANSHARPENING BASED CLASSIFICATION 75
4.2 BAYESIAN ACTIVE LEARNING REMOTE SENSING 77
5 CONCLUSIONS 80
REFERENCES 80
INTERACTIVE IMAGE RETRIEVAL BASED ON RELEVANCE FEEDBACK 83
MAURICIO VILLEGAS, LUIS A. LEIVA, ROBERTO PAREDES 1 INTRODUCTION 83
2 METHODOLOGY 84
2.1 RELEVANCE FEEDBACK 84
2.2 DYNAMIC VISUAL-TEXTUAL FUSION 86
2.3 QUERY REFINEMENT 89
2.4 TAG CLOUD 90
3 PROTOTYPE IMPLEMENTATION AND DESCRIPTION 92
3.1 SYSTEM ARCHITECTURE 93
3.2 USER INTERFACE 93
3.3 WEBSERVER 95
3.4 IMAGE DATABASE 95
3.5 INDEXED DATABASE 98
3.6 HARDWARE CONFIGURATION 99
4 EXPERIMENTS AND RESULTS 99
4.1 RELEVANCE FEEBACK EVALUATION 100
4.2 DYNAMIC LINEAR FUSION EVALUATION 101
4.3 QUERY REFINEMENT EVALUATION 102
4.4 TAG CLOUD EVALUATION 104
5 CONCLUSION 106
REFERENCES 107
AN USER-DRIVEN TOOL FOR INTERACTIVE RETRIEVAL O F NON ANNOTATED VIDEOS I
L L
M. ANGELES MENDOZA, TOMDS ARNAU, ISABEL GRACIA, FILIBERTO PLA, NICOLAS
PEREZ DE LA BLANCA 1 INTRODUCTION I L L
2 RELATED WORKS 114
3 PROTOTYPE FUNCTIONAL DEFINITION 115
3.1 THE REPRESENTATION AND UPDATING MODEL 116
3.2 THE FEEDBACK 117
3.3 THE ALGORITHM 118
3.4 USER INTERACTION 119
4 PROTOTYPE DESIGN 120
4.1 ARCHITECTURE 120
4.2 PROTOTYPE GUI 121
5 DATABASE AND EXPERIMENTS 123
IMAGE 4
XII
CONTENTS
5.1 THE CCV DATABASE 123
5.2 VIDEO PREPROCESSING 124
5.3 EXPERIMENTS 125
6 DISCUSSION AND CONCLUSION 131
REFERENCES 132
EXPLOITING MULTIMODAL INTERACTION TECHNIQUES FOR VIDEO-SURVEILLANCE . .
135 MARC CASTELLO, JORDI GONZALEZ, ARIEL AMATO, PAU BAIGET, CARLES
FERNANDEZ, JOSEP M. GONFAUS, RAMON A. MOLLINEDA, MARCO PEDERSOLI,
NICOLAS PEREZ DE LA BLANCA, F. XAVIER ROCA
1 INTRODUCTION 135
2 METHODOLOGY AND THEORETICAL BACKGROUND 137
2.1 ADAPTATION: ANOMALY DETECTION BASED ON TRAJECTORY ANALYSIS 137
2.2 FEEDBACK: INTERACTION BASED ON NATURAL-LANGUAGE GENERATION AND
UNDERSTANDING 139
2.3 MULTIMODALITY: ANIMATION O F VIRTUAL AVATARS FOR COMMUNICATION WITH
END-USERS 142
3 THE VID-HUM DEMONSTRATOR 144
4 DISCUSSION 148
5 CONCLUSIONS 149
REFERENCES 149
INTERACTIVE VIDEO SURVEILLANCE FOR PERIMETER CONTROL 153
JAVIER ORTELLS, HENRY ANAYA-SANCHEZ, RAUL MARTM-FELEZ, RAMON A.
MOLLINEDA 1 INTRODUCTION 153
2 RELATED WORK 154
3 INTERACTIVE LEARNING STRATEGY 156
4 PROTOTYPE DESCRIPTION 158
4.1 FUNCTIONAL SCOPE 158
4.2 SYSTEM ARCHITECTURE 158
4.3 HARDWARE AND SOFTWARE RESOURCES 164
5 CONCLUSIONS AND FUTURE WORK 165
REFERENCES 166
INTERACTIVE TRAINING O F HUMAN DETECTORS 169
DAVID VAZQUEZ, ANTONIO M. LOPEZ, DANIEL PONSA, DAVID GERDNIMO 1
INTRODUCTION 169
2 HAAREOH-BASED PEDESTRIAN DETECTION 172
2.1 DETECTION ARCHITECTURE 172
2.2 DATASETS: REAL-AND VIRTUAL-WORLD SAMPLES 175
2.3 TRAINING WITH VIRTUAL-VS REAL-WORLD SAMPLES 175
2.4 TESTING WITH REAL-WORLD IMAGES: DATASET SHIFT 176
3 SEMI-SUPERVISED DOMAIN ADAPTATION 177
4 EXPERIMENTAL RESULTS 179
IMAGE 5
CONTENTS XIII
5 CONCLUSION 182
REFERENCES 182
ROBOT INTERACTIVE LEARNING THROUGH HUMAN ASSISTANCE 185
GONZALO FERRER, ANCUS GARRELL, MICHAEL VILLAMIZAR, IVAN HUERTA, ALBERTO
SANFELIU 1 INTRODUCTION 185
2 INTERACTIVE MOTION LEARNING FOR ROBOT COMPANION 187
2.1 PEOPLE DETECTION AND TRACKING 188
2.2 HUMAN MOTION PREDICTION AND THE SOCIAL-FORCE MODEL APPLIED TO ROBOT
COMPANION 189
2.3 INTERACTIVE ROBOT MOTION LEARNING 191
2.4 EXPERIMENTAL RESULTS 193
3 AUTONOMOUS MOBILE ROBOT SEEKING INTERACTION FOR HUMAN-ASSISTED
LEARNING 193
3.1 ROBOT'S PROACTIVELY SEEKING INTERACTION 194
3.2 ON-LINE FACE LEARNING APPROACH 196
3.3 EXPERIMENTS 199
4 CONCLUSIONS 200
REFERENCES 201 |
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| publisher | Springer |
| record_format | marc |
| series | Intelligent systems reference library |
| series2 | Intelligent systems reference library |
| spelling | Sappa, Angel D. Verfasser aut Multimodal interaction in image and video applications Angel D. Sappa and Jordi Vitrià Berlin ; Heidelberg Springer 2013 XIII, 203 S. Ill., graph. Darst. 24 cm txt rdacontent n rdamedia nc rdacarrier Intelligent systems reference library Vol. 48 Literaturangaben Weitere Ausgabe: Online-Ausg., Multimodal Interaction in Image and Video Applications Information Retrieval (DE-588)4072803-1 gnd rswk-swf Videoübertragung (DE-588)4573103-2 gnd rswk-swf Mustererkennung (DE-588)4040936-3 gnd rswk-swf Multimodales System (DE-588)4830853-5 gnd rswk-swf Maschinelles Sehen (DE-588)4129594-8 gnd rswk-swf Mensch-Maschine-Kommunikation (DE-588)4125909-9 gnd rswk-swf (DE-588)4143413-4 Aufsatzsammlung gnd-content Mensch-Maschine-Kommunikation (DE-588)4125909-9 s Multimodales System (DE-588)4830853-5 s Maschinelles Sehen (DE-588)4129594-8 s Mustererkennung (DE-588)4040936-3 s Videoübertragung (DE-588)4573103-2 s Information Retrieval (DE-588)4072803-1 s DE-604 Vitrià, Jordi Sonstige (DE-588)101263972X oth Intelligent systems reference library Vol. 48 (DE-604)BV035704685 48 X:MVB text/html http://deposit.dnb.de/cgi-bin/dokserv?id=4198099&prov=M&dok_var=1&dok_ext=htm Inhaltstext DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=026043765&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Sappa, Angel D. Multimodal interaction in image and video applications Intelligent systems reference library Information Retrieval (DE-588)4072803-1 gnd Videoübertragung (DE-588)4573103-2 gnd Mustererkennung (DE-588)4040936-3 gnd Multimodales System (DE-588)4830853-5 gnd Maschinelles Sehen (DE-588)4129594-8 gnd Mensch-Maschine-Kommunikation (DE-588)4125909-9 gnd |
| subject_GND | (DE-588)4072803-1 (DE-588)4573103-2 (DE-588)4040936-3 (DE-588)4830853-5 (DE-588)4129594-8 (DE-588)4125909-9 (DE-588)4143413-4 |
| title | Multimodal interaction in image and video applications |
| title_auth | Multimodal interaction in image and video applications |
| title_exact_search | Multimodal interaction in image and video applications |
| title_full | Multimodal interaction in image and video applications Angel D. Sappa and Jordi Vitrià |
| title_fullStr | Multimodal interaction in image and video applications Angel D. Sappa and Jordi Vitrià |
| title_full_unstemmed | Multimodal interaction in image and video applications Angel D. Sappa and Jordi Vitrià |
| title_short | Multimodal interaction in image and video applications |
| title_sort | multimodal interaction in image and video applications |
| topic | Information Retrieval (DE-588)4072803-1 gnd Videoübertragung (DE-588)4573103-2 gnd Mustererkennung (DE-588)4040936-3 gnd Multimodales System (DE-588)4830853-5 gnd Maschinelles Sehen (DE-588)4129594-8 gnd Mensch-Maschine-Kommunikation (DE-588)4125909-9 gnd |
| topic_facet | Information Retrieval Videoübertragung Mustererkennung Multimodales System Maschinelles Sehen Mensch-Maschine-Kommunikation Aufsatzsammlung |
| url | http://deposit.dnb.de/cgi-bin/dokserv?id=4198099&prov=M&dok_var=1&dok_ext=htm http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=026043765&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| volume_link | (DE-604)BV035704685 |
| work_keys_str_mv | AT sappaangeld multimodalinteractioninimageandvideoapplications AT vitriajordi multimodalinteractioninimageandvideoapplications |