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Graphics Recognition. Current Trends and Evolutions [electronic resource] : 12th IAPR International Workshop, GREC 2017, Kyoto, Japan, November 9-10, 2017, Revised Selected Papers / edited by Alicia Fornés, Bart Lamiroy.

Contributor(s): Fornés, Alicia [editor.] | Lamiroy, Bart [editor.] | SpringerLink (Online service).
Material type: materialTypeLabelBookSeries: Image Processing, Computer Vision, Pattern Recognition, and Graphics: 11009Publisher: Cham : Springer International Publishing : Imprint: Springer, 2018Edition: 1st ed. 2018.Description: X, 169 p. 86 illus., 59 illus. in color. online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9783030022846.Subject(s): Natural language processing (Computer science) | Computer vision | Computer graphics | Electronic data processing -- Management | Artificial intelligence | Natural Language Processing (NLP) | Computer Vision | Computer Graphics | IT Operations | Artificial IntelligenceAdditional physical formats: Printed edition:: No title; Printed edition:: No titleDDC classification: 006.35 Online resources: Click here to access online
Contents:
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.
In: Springer Nature eBookSummary: 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.
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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.

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.

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