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Summarization of Videos with the Signature Transform

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Summarization of Videos with the Signature Transform

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De Curtò-I Díaz, J.; De Zarzà-I Cubero, I.; Roig, G.; Tavares De Araujo Cesariny Calafate, CM. (2023). Summarization of Videos with the Signature Transform. Electronics. 12(7). https://doi.org/10.3390/electronics12071735

Por favor, use este identificador para citar o enlazar este ítem: http://hdl.handle.net/10251/203874

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Title: Summarization of Videos with the Signature Transform
Author: de Curtò-I Díaz, Joaquim de Zarzà-I Cubero, Irene Roig, Gemma Tavares De Araujo Cesariny Calafate, Carlos Miguel
UPV Unit: Universitat Politècnica de València. Escola Tècnica Superior d'Enginyeria Informàtica
Issued date:
Abstract:
[EN] This manuscript presents a new benchmark for assessing the quality of visual summaries without the need for human annotators. It is based on the Signature Transform, specifically focusing on the RMSE and the MAE ...[+]
Subjects: Video summarization , Large language models , Visual language models , CLIP , Signature transform
Copyrigths: Reconocimiento (by)
Source:
Electronics. (eissn: 2079-9292 )
DOI: 10.3390/electronics12071735
Publisher:
MDPI AG
Publisher version: https://doi.org/10.3390/electronics12071735
Project ID:
info:eu-repo/grantAgreement/AEI/Plan Estatal de Investigación Científica y Técnica y de Innovación 2021-2023/PID2021-122580NB-I00/ES/SISTEMAS INTELIGENTES DE SENSORIZACION PARA ECOSISTEMAS, ESPACIOS URBANOS Y MOVILIDAD SOSTENIBLE/
Thanks:
This work was supported by the HK Innovation and Technology Commission (InnoHK Project CIMDA). We acknowledge the support of Universitat Politècnica de València; R&D project PID2021-122580NB-I00, funded by MCIN/AEI/10.13 ...[+]
Type: Artículo

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