VideoRecognition - Uma proposta de serviço para reconhecimento de elementos de vídeo em larga escala. Busson, A. J G; Guedes, Á. L V; Santos, G. N. P. d.; Neto, C. d. S. S.; Milidiú, R. L.; and Colcher, S. In Proceedings of the 24st Brazilian Symposium on Multimedia and the Web: CT-Vídeo Workshop, pages 4.
abstract   bibtex   
Deep Learning research has allowed significant advancement of various segments of multimedia, especially in tasks related to speech processing, hearing and computational vision. However, some video services are still focused only on the traditional use of media (capture, storage, transmission and presentation). In this paper, we discuss our ongoing research towards a DLaS, i.e. Deep Learning as a Service. This way, we present the state of art in video classification and recognition. Then we propose the VideoRecognition as DLaS to support the tasks such as: image classification and video scenes, object detection and facial recognition. We discuss the usage of the proposed service in the context of the video@RNP repository. Our main contributions consist on dicussussions over the state of art and it usage in nowdays multimedia services.
@inproceedings{busson_videorecognition_2018,
	title = {{VideoRecognition} - Uma proposta de serviço para reconhecimento de elementos de vídeo em larga escala},
	rights = {All rights reserved},
	abstract = {Deep Learning research has allowed significant advancement of various segments of multimedia, especially in tasks related to speech processing, hearing and computational vision. However, some video services are still focused only on the traditional use of media (capture, storage, transmission and presentation). In this paper, we discuss our ongoing research towards a {DLaS}, i.e. Deep Learning as a Service. This way, we present the state of art in video classification and recognition. Then we propose the {VideoRecognition} as {DLaS} to support the tasks such as: image classification and video scenes, object detection and facial recognition. We discuss the usage of the proposed service in the context of the video@{RNP} repository. Our main contributions consist on dicussussions over the state of art and it usage in nowdays multimedia services.},
	pages = {4},
	booktitle = {Proceedings of the 24st Brazilian Symposium on Multimedia and the Web: {CT}-Vídeo Workshop},
	author = {Busson, Antonio J G and Guedes, Álan L V and Santos, Gabriel N. P. dos and Neto, Carlos de Salles Soares and Milidiú, Ruy Luiz and Colcher, Sergio},
	date = {2018},
	langid = {portuguese}
}
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