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Pattern Recognition Applications and Methods [electronic resource] : 10th International Conference, ICPRAM 2021, and 11th International Conference, ICPRAM 2022, Virtual Event, February 4-6, 2021 and February 3-5, 2022, Revised Selected Papers / edited by Maria De Marsico, Gabriella Sanniti di Baja, Ana Fred.

Contributor(s): De Marsico, Maria [editor.] | Sanniti di Baja, Gabriella [editor.] | Fred, Ana [editor.] | SpringerLink (Online service).
Material type: materialTypeLabelBookSeries: Lecture Notes in Computer Science: 13822Publisher: Cham : Springer International Publishing : Imprint: Springer, 2023Edition: 1st ed. 2023.Description: XIII, 175 p. 82 illus., 75 illus. in color. online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9783031245381.Subject(s): Pattern recognition systems | Machine learning | Computer engineering | Computer networks  | Application software | Automated Pattern Recognition | Machine Learning | Computer Engineering and 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 Reduced Precision Research of a GAN Image Generation Use-case -- Constrained Conditional Generative Auto-encoder with Generalized Dilated Networks -- Retinotopic Image Encoding by Samples of Counts -- Gesture Recognition and Multi-Modal Fusion on a New Hand Gesture Dataset -- Adaptive Sampling for Weighted Log-rank Survival Trees Boosting -- Applications Forecasting Overtime Budgets for Naval Fleet Maintenance Facilities using Time-series Analysis during Transient System States -- Exploiting Temporal Coherence to Improve Person Re-identification -- Perusal of Camera Trap Sequences across Locations.
In: Springer Nature eBookSummary: This book contains revised and extended versions of selected papers from the 10th and 11th International Conference on Pattern Recognition, ICPRAM 2021 and 2022, held in February 2021 and 2022. Due to COVID-19 pandemic the conferences were held virtually. Both conferences received in total 204 submissions from which 8 full papers were carefully reviewed and selected for presentation in this volume. The papers span a wide range of investigation as well as development lines, which of course always reflect the last trends of research in the pattern recognition community.
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Theory and Methods Reduced Precision Research of a GAN Image Generation Use-case -- Constrained Conditional Generative Auto-encoder with Generalized Dilated Networks -- Retinotopic Image Encoding by Samples of Counts -- Gesture Recognition and Multi-Modal Fusion on a New Hand Gesture Dataset -- Adaptive Sampling for Weighted Log-rank Survival Trees Boosting -- Applications Forecasting Overtime Budgets for Naval Fleet Maintenance Facilities using Time-series Analysis during Transient System States -- Exploiting Temporal Coherence to Improve Person Re-identification -- Perusal of Camera Trap Sequences across Locations.

This book contains revised and extended versions of selected papers from the 10th and 11th International Conference on Pattern Recognition, ICPRAM 2021 and 2022, held in February 2021 and 2022. Due to COVID-19 pandemic the conferences were held virtually. Both conferences received in total 204 submissions from which 8 full papers were carefully reviewed and selected for presentation in this volume. The papers span a wide range of investigation as well as development lines, which of course always reflect the last trends of research in the pattern recognition community.

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