Pattern Recognition Applications and Methods
Springer International Publishing (Verlag)
978-3-030-66124-3 (ISBN)
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.
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.
| Erscheinungsdatum | 25.12.2020 |
|---|---|
| Reihe/Serie | Image Processing, Computer Vision, Pattern Recognition, and Graphics | Lecture Notes in Computer Science |
| Zusatzinfo | XI, 139 p. 46 illus., 41 illus. in color. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Gewicht | 244 g |
| Themenwelt | Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik |
| Informatik ► Weitere Themen ► Hardware | |
| Schlagworte | algorithms • Artificial Intelligence • attention mechanisms • classification • Computer Networks • Computer Science • Computer Security • Computer systems • computer vision • Data Mining • distortion correction • Education • Engineering • Image Analysis • Image Processing • image reconstruction • Image Segmentation • Imaging Systems • learning • Linguistics • machine learning • Mathematics • Neural networks • pattern recognition • Real-world problems • sign recognition |
| ISBN-10 | 3-030-66124-5 / 3030661245 |
| ISBN-13 | 978-3-030-66124-3 / 9783030661243 |
| Zustand | Neuware |
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