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020 _a9783030579074
024 7 _a10.1007/978-3-030-57907-4
_2doi
040 _aES-MaUEC
_bspa
_cES-MaUEC
_dES-MaUEC
050 4 _aNX260
_b2021 EB
245 0 0 _aDigital techniques for heritage presentation and preservation
_cedited by Jayanta Mukhopadhyay, Indu Sreedevi, Bhabatosh Chanda, Santanu Chaudhury, Vinay P Namboodiri
250 _aFirst edition 2021
264 1 _aCham, Switzerland
_bSpringer International Publising
_c2021
300 _a1 recurso en línea (XIV, 272 páginas)
_b141 ilustraciones, 76 ilustraciones a color
336 _2rdacontent
_aTexto
_btxt
337 _2rdamedia
_aelectrónico
_bc
338 _2rdacarrier
_arecurso electrónico
_bcr
347 _atext file
_bPDF
_2rda
505 0 _aPart I: Classification and Retrieval of Heritage Data -- Introduction to Heritages and HeritageManagement: A Preview -- Language-Based Text Categorization: A Survey -- Classification of Yoga Asanas from a Single Image by Learning the 3D View of Human Poses -- IHIRD: A Data Set for Indian Heritage Image Retrieval -- Object Spotting in Historical Documents -- Part II: Restoration and Reconstruction of Digital Heritage Artifacts -- Text Extraction and Restoration of Old Handwritten Documents -- Categorization and Selection of Crowdsourced Images Towards 3D Reconstruction of Heritage Sites -- Deep Learning-Based Filtering of Images for 3D Reconstruction of Heritage Sites -- Improving Landmark Recognition Using Saliency Detection and Feature Classification -- Part III: Applications ofModern Tools in Digital Heritage -- Bharatanatyam Dance Transcription Using Multimedia Ontology and Machine Learning -- Evolution and Interconnection: Geometry in Early Temple Architecture -- Computer Vision for Capturing Flora.
520 3 _aThis book describes various new computer based approaches which can be exploited for the (digital) reconstruction, recognition, restoration, presentation and classification of digital heritage. They are based on applications of virtual reality, augmented reality and artificial intelligence, to be used for storing and retrieving of historical artifacts, digital reconstruction, or virtual viewing. The book is divided into three sections: "Classification of Heritage Data" presents chapters covering various domains and aspects including text categorization, image retrieval and classification, and object spotting in historical documents. Next, in "Detection and Recognition of Digital Heritage Artifacts", techniques like neural networks or deep learning are used for the restoration of degraded heritage documents, Tamil Palm Leaf Characters recognition, the reconstruction of heritage images, and the selection of suitable images for 3D reconstruction and classification of Indian land mark heritage images. Lastly, "Applications of Modern Tools in Digital Heritage" highlights some example applications for dance transcription, architectural geometry of early temples by digital reconstruction, and computer vision based techniques for collecting and integrating knowledge on flora. This book is mainly written for researchers and graduate students in digital preservation and heritage, or computer scientists looking for applications of virtual reality, computer vision, and artificial intelligence techniques.
988 _aSpringer_Computer_2021
650 7 _2embne
_aArte y tecnología
_9144821
650 7 _2embne
_9230088
_aPatrimonio cultural
_xProtección
700 1 _aMukhopadhyay, Jayanta
_eeditor literario
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aSreedevi, Indu
_eeditor literario
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aChanda, Bhabatosh
_eeditor literario
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aChaudhury, Santanu
_eeditor literario
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aNamboodiri, Vinay P
_eeditor literario
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
710 2 _aSpringerLink
856 4 0 _uhttps://go.openathens.net/redirector/universidadeuropea.es?url=https://doi.org/10.1007/978-3-030-57907-4
_zAcceso a este recurso digital (usuarios Universidad Europea de Madrid)
942 _2lcc
_cLE
998 _b05/2021
_dz
_eb
_zSI