| Description |
1 online resource (xiv, 352 pages : illustrations (some color)) |
| Series |
Lecture notes in networks and systems ; volume 255 |
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Lecture notes in networks and systems ; v. 255.
|
| Contents |
Part I. Advances in Pattern Recognition and Classifiers -- Building an Ensemble of Classifiers via Randomized Models of Ensemble Members -- -- Hybrid Learning Model for Syntactic Pattern Recognition -- Distance Metrics in Clusteringpg and Weighted Scoring Algorithm -- Exploration of Hardware Acceleration Methods for an XNOR Traffic Signs Classifier -- ALEA: An Anonymous Leader Election Algorithm for Synchronous Distributed Systems -- Part II Progress in Image Processing and Computer Vision -- Comparing Concepts of Quantum and Classical Neural Network Models for Image Classification Task -- Can color visual cryptography be truly random? -- Description-based ranking of visual instances: feasibility study for keypoints -- Plus 25 other papers |
| Summary |
This book presents a collection of high-quality research papers accepted to multi-conference consisting of International Conference on Image Processing and Communications (IP & C 2021), International Conference on Computer Recognition Systems (CORES 2021), International Conference on Advanced Computer Systems (ACS 2021) held jointly in Bydgoszcz, Poland (virtually), in June 2021. The accepted papers address current computer science and computer systems-related technological challenges and solutions, as well as many practical applications and results. The first part of the book deals with advances in pattern recognition and classifiers, the second part is devoted to image processing and computer vision, while the third part addresses practical applications of computer recognition systems. Machine learning solutions for security and networks are tackled in part four of the book, while the last part collects papers on progress in advanced computer systems. We believe this book will be interesting for researchers and practitioners in many fields of computer science and IT applications |
| Notes |
International conference proceedings |
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Includes author index |
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Online resource; title from PDF title page (SpringerLink, viewed August 26, 2021) |
| Subject |
Computer vision -- Congresses
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Image processing -- Digital techniques -- Congresses
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Computer vision
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Image processing -- Digital techniques
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| Genre/Form |
Electronic books
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proceedings (reports)
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Conference papers and proceedings
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Conference papers and proceedings.
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Actes de congrès.
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| Form |
Electronic book
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| Author |
Choraś, Michal, editor
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Choraś, Ryszard S., editor.
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Kurzyński, Marek, editor.
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Trajdos, Paweł, editor
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Pejaś, Jerzy, 1954- editor.
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Hyla, Tomasz, editor
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Conference on Image Processing and Communications (2021 : Online)
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International Conference on Computer Recognition Systems (2021 : Online)
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Conference on Advanced Computer Systems (2021 : Online)
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| ISBN |
9783030815233 |
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3030815234 |
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