Graphics Recognition. Current Trends and Evolutions
Springer International Publishing (Verlag)
978-3-030-02283-9 (ISBN)
The 10 revised full papers presented were carefully reviewed and selected from 14 initial submissions. They contain both classical and emerging topics of graphics rcognition, namely analysis and detection of diagrams, search and classification, optical music recognition, interpretation of engineering drawings and maps.
Automated Analysis of Phase Diagrams.- An Approach for Detecting Circular Callouts in Architectural, Engineering and Constructional Drawing Documents.- A System for Automatic Elevation Datum Detection and Hyperlinking of AEC Drawing Documents.- Multimodal classification of document embedded images.- Searching for a Compressed Polyline with a Minimum Number of Vertices.- Pen-based Music Document Transcription with Convolutional Neural Networks.- Optical Music Recognition by Long Short-Term Memory Networks.- Extracting information from molecular pathway diagrams.- Extraction of ancient map contents using trees of connected components.- Extracting the February 1956 Ground Level Enhancement Event From Legacy Cosmic Ray Recordings.- Engineering Drawing Challenge II.- Discussion Group Summary: Optical Music Recognition.- Discussion Group Summary: Graphics Syntax in the Deep Learning Age.- Two Decades of GREC Workshop Series. Conclusions of GREC2017.
| Erscheinungsdatum | 24.11.2018 |
|---|---|
| Reihe/Serie | Image Processing, Computer Vision, Pattern Recognition, and Graphics | Lecture Notes in Computer Science |
| Zusatzinfo | X, 169 p. 86 illus., 59 illus. in color. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Gewicht | 284 g |
| Themenwelt | Informatik ► Grafik / Design ► Desktop Publishing / Typographie |
| Mathematik / Informatik ► Informatik ► Office Programme | |
| Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik | |
| Schlagworte | Applications • Artificial Intelligence • Computer Science • computer vision • conference proceedings • Document Analysis • document capture • document management and text processing • graphical representations • Graphic methods • graphics recognition and interpretation • graph theory • Image Processing • Image Segmentation • Informatics • Information Retrieval • Object recognition • Online Handwriting Recognition • Project Management • Research • Shape Representations • Software engineering |
| ISBN-10 | 3-030-02283-8 / 3030022838 |
| ISBN-13 | 978-3-030-02283-9 / 9783030022839 |
| Zustand | Neuware |
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