Book
Poscatálogo, o de cómo y por qué experimentar físicamente un espacio vectorial de alta dimensión ; Postcatalog, or how and why to physically experience a highdimensional vector space
| العنوان: | Poscatálogo, o de cómo y por qué experimentar físicamente un espacio vectorial de alta dimensión ; Postcatalog, or how and why to physically experience a highdimensional vector space |
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| المؤلفون: | Rodríguez Ortega, Nuria, Ruiz Gonzálvez, Gabriel, De la Rosa, Javier, Ortiz Tello, María, Crespillo Marí, Leticia |
| المساهمون: | Ministerio de Economía y Competitividad, Universidad de Málaga |
| بيانات النشر: | Editorial Universitat Politècnica de València |
| سنة النشر: | 2022 |
| المجموعة: | Universitat Politécnica de Valencia: RiuNet / Politechnical University of Valencia |
| مصطلحات موضوعية: | Realidad Virtual, Realidad Inmersiva, Realidad Mixta, Espacios de alta dimensión, Inteligencia Artificial, Inmersive environments, Vectorial spaces, CNN Inception, Computer vision, Image analysis |
| الوصف: | [EN] The immersive installation Postcatalog, developed ad hoc for the exhibition Unchained Catalogs organized by the Vice-Rectorate of Culture of the University of Malaga (12-17-2020, 01-29-2021), addresses two lines of inquiry. Firstly, the project delves into the question of how to make highdimensional spaces resulting from computational image processing physically experiential. Secondly, the project raises the question of how the ordering function performed traditionally by catalogs will take shape in a medial ecology where the centrality occupied until recently by the book artifact is shifting towards new scenarios configured by mixed realities that include the subject as an active entity in his/her ambivalent cognitive-emotional dimension. To materialize this inquiry in a particular study case, the well-known diagram conceived by Alfred H. Barr for the cover of the Cubism and Abstract Art exhibition catalog (MOMA, 1936) was taken as base. In this diagram, Alfred H Barr represented the evolution of the artistic movements that had emerged during the first decades of the 20th century in the form of genealogical relationships according to a teleological conception. In a first phase of the project, the diagram was transformed into a high-dimensional space where the artworks corresponding to the isms and poetics represented in the diagram were distributed in clusters according to visual similarities detected by an Inception convolutional neural network (CNN) and represented in a twodimensional space generated by the UMAP distribution algorithm. In this way, the distance between images -transformed into numerical vectors- means degrees of visual similarity mathematically computed. The result of this first experiment was the Barr X Inception CNN project. In a second phase, the two-dimensional space generated by the UMAP distribution algorithm was transformed into an immersive 3D installation that allows walking through the visual field generated by the Inception CNN and physically experiencing the mathematical ... |
| نوع الوثيقة: | book part conference object |
| اللغة: | Spanish; Castilian |
| ردمك: | 978-84-9048-957-4 84-9048-957-2 |
| Relation: | info:eu-repo/grantAgreement/MINECO//HAR2014-51915-P/ES/CATALOGOS ARTISTICOS: GNOSEOLOGIA, EPISTEMOLOGIAS Y REDES DE CONOCIMIENTO. ANALISIS CRITICO Y COMPUTACIONAL/; info:eu-repo/grantAgreement/UMA//PIE19-178/ES/Trans-UMA Laboratorio de Competencias Transdisciplinares : Imaginando futuros posibles; CIMED21 - I Congreso internacional de museos y estrategias digitales; Congreso CIMED - I Congreso Internacional de Museos y Estrategias Digitales; Marzo 25-26, 2021; Valencia, España; http://ocs.editorial.upv.es/index.php/CIMED/CIMED21/paper/view/12487; urn:isbn:9788490489574; http://hdl.handle.net/10251/183359 |
| DOI: | 10.4995/CIMED21.2021.12487 |
| الاتاحة: | http://hdl.handle.net/10251/183359 https://doi.org/10.4995/CIMED21.2021.12487 |
| Rights: | http://creativecommons.org/licenses/by-nc-nd/4.0/ ; info:eu-repo/semantics/openAccess |
| رقم الانضمام: | edsbas.8643FE19 |
| قاعدة البيانات: | BASE |
| ردمك: | 9788490489574 8490489572 |
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| DOI: | 10.4995/CIMED21.2021.12487 |