1.

Record Nr.

UNINA9910447247403321

Titolo

Pattern recognition applications and methods : 9th international conference, ICPRAM 2020, Valletta, Malta, February 22-24, 2020 : revised selected papers / / Maria De Marsico, Gabriella Sanniti di Baja, Ana Fred (editors)

Pubbl/distr/stampa

Cham, Switzerland : , : Springer, , [2020]

©2020

ISBN

3-030-66125-3

Edizione

[1st ed. 2020.]

Descrizione fisica

1 online resource (XI, 139 p. 46 illus., 41 illus. in color.)

Collana

Image Processing, Computer Vision, Pattern Recognition, and Graphics ; ; 12594

Disciplina

006.4

Soggetti

Pattern perception

Lingua di pubblicazione

Inglese

Formato

Materiale a stampa

Livello bibliografico

Monografia

Nota di contenuto

End to End Deep Neural Network Classifier Design for Universal Sign Recognition -- MaskADNet: MOTS based on ADNet -- Dimensionality Reduction and Attention Mechanisms for Extracting -- Efficient Radial Distortion Correction for Planar Motion -- Comparison of algorithms for Tree-top detection in Drone image mosaics of Japanese Mixed Forests -- Investigating Similarity Metrics for Convolutional Neural Networks in the Case of Unstructured Pruning -- Encoding of Indefinite Proximity Data: A Structure Preserving Perspective.

Sommario/riassunto

This book contains revised and extended versions of selected papers from the 9th International Conference on Pattern Recognition, ICPRAM 2020, held in Valletta, Malta, in February 2020. The 7 full papers presented were carefully reviewed and selected from 102 initial submissions. The papers describe applications of pattern recognition techniques to real-world problems, interdisciplinary research, experimental and theoretical studies yielding new insights that advance pattern recognition methods are especially encouraged.