Image Analysis and Recognition
Springer International Publishing (Verlag)
978-3-030-50515-8 (ISBN)
This two-volume set LNCS 12131 and LNCS 12132 constitutes the refereed proceedings of the 17th International Conference on Image Analysis and Recognition, ICIAR 2020, held in Póvoa de Varzim, Portugal, in June 2020.
The 54 full papers presented together with 15 short papers were carefully reviewed and selected from 123 submissions. The papers are organized in the following topical sections: image processing and analysis; video analysis; computer vision; 3D computer vision; machine learning; medical image and analysis; analysis of histopathology images; diagnosis and screening of ophthalmic diseases; and grand challenge on automatic lung cancer patient management.
Due to the corona pandemic, ICIAR 2020 was held virtually only.
Machine Learning.- Medical Image and Analysis.- Analysis of Histopathology Images.- Diagnosis and Screening of Ophthalmic Diseases.- Grand Challenge on Automatic Lung Cancer Patient Management.
| Erscheinungsdatum | 29.06.2020 |
|---|---|
| Reihe/Serie | Image Processing, Computer Vision, Pattern Recognition, and Graphics | Lecture Notes in Computer Science |
| Zusatzinfo | XX, 431 p. 213 illus., 139 illus. in color. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Gewicht | 688 g |
| Themenwelt | Mathematik / Informatik ► Informatik ► Datenbanken |
| Mathematik / Informatik ► Informatik ► Netzwerke | |
| Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik | |
| Schlagworte | biomedical image analysis • biometrics • computer vision • computer vision and machine learning applications • convolutional neural networks • Databases • Deep learning • Education • Image Analysis • Image and Video Coding • Image Processing • Image processing and analysis • image retrieval and indexing • machine learning • machine learning applications • Object classification • Object detection • Object recognition • pattern recognition • Remote Sensing • Signal Processing • Video Processing and Analysis |
| ISBN-10 | 3-030-50515-4 / 3030505154 |
| ISBN-13 | 978-3-030-50515-8 / 9783030505158 |
| Zustand | Neuware |
| Informationen gemäß Produktsicherheitsverordnung (GPSR) | |
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