Graphics Recognition. Current Trends and Evolutions: 12th IAPR International Workshop, GREC 2017, Kyoto,...

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Alicia Fornés Bart Lamiroy

Graphics Recognition. Current Trends and Evolutions

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

Alicia Fornés, Bart Lamiroy

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English

Springer Nature Switzerland AG
23 November 2018

Business mathematics & systems; Graphics programming; Artificial intelligence; Natural language & machine translation; Computer vision; Image processing; Information architecture

Series: Image Processing, Computer Vision, Pattern Recognition, and Graphics

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.

Edited by: Alicia Fornés, Bart Lamiroy
Imprint: Springer Nature Switzerland AG
Country of Publication: Switzerland
Edition: 2018 ed.
Volume: 11009
Dimensions: Height: 235mm, Width: 155mm,
Weight: 454g
ISBN: 9783030022839
ISBN 10: 3030022838
Series: Image Processing, Computer Vision, Pattern Recognition, and Graphics
Pages: 169
Publication Date: 23 November 2018
Audience: Professional and scholarly , Undergraduate
Format: Paperback
Publisher's Status: Active

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.