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Pattern Recognition Applications and Methods [electronic resource] : 12th International Conference, ICPRAM 2023, Lisbon, Portugal, February 22-24, 2023, Revised Selected Papers / edited by Maria De Marsico, Gabriella Sanniti Di Baja, Ana Fred.

Contributor(s): De Marsico, Maria [editor.] | Di Baja, Gabriella Sanniti [editor.] | Fred, Ana [editor.] | SpringerLink (Online service).
Material type: materialTypeLabelBookSeries: Lecture Notes in Computer Science: 14547Publisher: Cham : Springer Nature Switzerland : Imprint: Springer, 2024Edition: 1st ed. 2024.Description: XI, 151 p. 56 illus., 52 illus. in color. online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9783031547263.Subject(s): Pattern recognition systems | Machine learning | Computer networks  | Application software | Computer engineering | Automated Pattern Recognition | Machine Learning | Computer Communication Networks | Computer and Information Systems Applications | Computer Engineering and NetworksAdditional physical formats: Printed edition:: No title; Printed edition:: No titleDDC classification: 006.4 Online resources: Click here to access online
Contents:
Theory and Methods -- Exploring Data Augmentation Strategies for Diagonal Earlobe Crease Detection -- Distance Transform in Images and Connected Plane Graphs -- Real-World Indoor Location Assessment with Unmodified RFID Antennas -- Applications -- MSAA-Net: Multi-scale Attention Assembler Network Based on Multiple Instance Learning for Pathological Image Analysis -- Analysis of Generative Data Augmentation for Face Antispoofing -- Improving Person Re-Identification Through Low-Light Image Enhancement -- Gender-Aware Speech Emotion Recognition in Multiple Languages -- Pattern Recognition Techniques in Image-Based Material Classification of Ancient Manuscripts.
In: Springer Nature eBookSummary: This book constitutes the thoroughly refereed and revised selected papers from the 12th International Conference on Pattern Recognition Applications and Methods, ICPRAM 2023, held in Lisbon, Portugal, during February 22-24, 2023. The 28 full papers and 42 short papers included in this book were carefully reviewed and selected from 157 submissions. They were organized in topical sections as follows: theory and methods and applications.
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Theory and Methods -- Exploring Data Augmentation Strategies for Diagonal Earlobe Crease Detection -- Distance Transform in Images and Connected Plane Graphs -- Real-World Indoor Location Assessment with Unmodified RFID Antennas -- Applications -- MSAA-Net: Multi-scale Attention Assembler Network Based on Multiple Instance Learning for Pathological Image Analysis -- Analysis of Generative Data Augmentation for Face Antispoofing -- Improving Person Re-Identification Through Low-Light Image Enhancement -- Gender-Aware Speech Emotion Recognition in Multiple Languages -- Pattern Recognition Techniques in Image-Based Material Classification of Ancient Manuscripts.

This book constitutes the thoroughly refereed and revised selected papers from the 12th International Conference on Pattern Recognition Applications and Methods, ICPRAM 2023, held in Lisbon, Portugal, during February 22-24, 2023. The 28 full papers and 42 short papers included in this book were carefully reviewed and selected from 157 submissions. They were organized in topical sections as follows: theory and methods and applications.

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