Graphics Recognition. Current Trends and Evolutions

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

AvAlicia Fornés,Bart Lamiroy

Häftad, Engelska, 2018

Del 11009 i serien Lecture Notes in Computer Science

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Beskrivning

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.

Produktinformation

Utgivningsdatum:2018-11-23
Mått:155 x 235 x 11 mm
Vikt:283 g
Format:Häftad
Språk:Engelska
Serie:Lecture Notes in Computer Science
Antal sidor:169
Förlag:Springer Nature Switzerland AG
ISBN:9783030022839

Utforska kategorier

Systemvetenskap och AI inom Data och IT
Affärsförhandlingar inom Ekonomi och Ledarskap
Programmeringsböcker inom Data och IT

Innehållsförteckning

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.