Pattern Recognition Applications and Methods : 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.

Format:

Book

Contributor:

De Marsico, Maria, editor.

Sanniti di Baja, Gabriella, editor.

Fred, Ana, editor.

Series:

Lecture Notes in Computer Science, 1611-3349 ; 13822

Language:

English

Subjects (All):

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.

Local Subjects:

Automated Pattern Recognition.

Machine Learning.

Computer Engineering and Networks.

Computer and Information Systems Applications.

Physical Description:

1 online resource (185 pages)

Edition:

1st ed. 2023.

Place of Publication:

Cham : Springer International Publishing : Imprint: Springer, 2023.

Summary:

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.

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.

Notes:

Includes bibliographical references and index.

Other Format:

Print version: De Marsico, Maria Pattern Recognition Applications and Methods

ISBN:

9783031245381

3031245385