Zobrazeno 1 - 10
of 18
pro vyhledávání: '"de Souza, César Roberto"'
Deep video action recognition models have been highly successful in recent years but require large quantities of manually annotated data, which are expensive and laborious to obtain. In this work, we investigate the generation of synthetic training d
Externí odkaz:
http://arxiv.org/abs/1910.06699
Image retrieval can be formulated as a ranking problem where the goal is to order database images by decreasing similarity to the query. Recent deep models for image retrieval have outperformed traditional methods by leveraging ranking-tailored loss
Externí odkaz:
http://arxiv.org/abs/1906.07589
Deep learning for human action recognition in videos is making significant progress, but is slowed down by its dependency on expensive manual labeling of large video collections. In this work, we investigate the generation of synthetic training data
Externí odkaz:
http://arxiv.org/abs/1612.00881
Action recognition in videos is a challenging task due to the complexity of the spatio-temporal patterns to model and the difficulty to acquire and learn on large quantities of video data. Deep learning, although a breakthrough for image classificati
Externí odkaz:
http://arxiv.org/abs/1608.07138
In this paper, we explore and detail our experiments in a high-dimensionality, multi-class image classification problem often found in the automatic recognition of Sign Languages. Here, our efforts are directed towards comparing the characteristics,
Externí odkaz:
http://arxiv.org/abs/1210.7461
Autor:
de Souza, César Roberto
This document aims to clarify frequent questions on using the Accord.NET Framework to perform statistical analyses. Here, we reproduce all steps of the famous Lindsay's Tutorial on Principal Component Analysis, in an attempt to give the reader a comp
Externí odkaz:
http://arxiv.org/abs/1210.7463
Autor:
Myers, Jonathan, de Souza, Cesar Roberto, Borghi-Silva, Audrey, Guazzi, Marco, Chase, Paul, Bensimhon, Daniel, Peberdy, Mary Ann, Ashley, Euan, West, Erin, Cahalin, Lawrence P., Forman, Daniel, Arena, Ross
Publikováno v:
In International Journal of Cardiology 1 February 2014 171(2):265-269
Autor:
de Souza, César Roberto1 (AUTHOR) cesar.desouza@naverlabs.com, Gaidon, Adrien2 (AUTHOR), Cabon, Yohann1 (AUTHOR), Murray, Naila1 (AUTHOR), López, Antonio Manuel3 (AUTHOR)
Publikováno v:
International Journal of Computer Vision. May2020, Vol. 128 Issue 5, p1505-1536. 32p. 10 Color Photographs, 7 Illustrations, 4 Diagrams, 10 Charts, 3 Graphs.
Publikováno v:
Machine Learning & Data Mining in Pattern Recognition (9783642397110); 2013, p84-98, 15p
Publikováno v:
Advances in Artificial Intelligence - IBERAMIA 2012; 2012, p561-570, 10p