Graphics Recognition. Current Trends and Evolutions -

Graphics Recognition. Current Trends and Evolutions

12th IAPR International Workshop, GREC 2017, Kyoto, Japan, November 9-10, 2017, Revised Selected Papers

Alicia Fornés, Bart Lamiroy (Herausgeber)

Buch | Softcover
X, 169 Seiten
2018 | 1st ed. 2018
Springer International Publishing (Verlag)
978-3-030-02283-9 (ISBN)
53,49 inkl. MwSt
This book constitutes the thoroughly refereed post-conference proceedings of the 12th International Workshop on Graphics Recognition, GREC 2017, held in Kyoto, Japan, in November 2017.
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
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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