no code implementations • 7 Jul 2021 • Omar Vidal Pino, Erickson Rangel Nascimento, Mario Fernando Montenegro Campos
In this paper, we hypothesize that the effects of the degree of typicality in natural semantic categories can be generated based on the structure of artificial categories learned with deep learning models.
1 code implementation • 21 Sep 2020 • Michel Melo Silva, Washington Luis Souza Ramos, Mario Fernando Montenegro Campos, Erickson Rangel Nascimento
Technological advances in sensors have paved the way for digital cameras to become increasingly ubiquitous, which, in turn, led to the popularity of the self-recording culture.
no code implementations • 10 Jun 2020 • Alan Carvalho Neves, Michel Melo Silva, Mario Fernando Montenegro Campos, Erickson Rangel Nascimento
The growing data sharing and life-logging cultures are driving an unprecedented increase in the amount of unedited First-Person Videos.
1 code implementation • 8 Jun 2019 • Omar Vidal Pino, Erickson Rangel Nascimento, Mario Fernando Montenegro Campos
Also, we introduce a Prototype-based Description Model that encodes the semantic meaning of an object while describing its features using our CPM model.
no code implementations • 12 Sep 2018 • Walysson Vital Barbosa, Henrique Grandinetti Barbosa Amaral, Thiago Lages Rocha, Erickson Rangel Nascimento
The image processing community has witnessed remarkable advances in enhancing and restoring images.
1 code implementation • CVPR 2018 • Michel Melo Silva, Washington Luis Souza Ramos, Joao Klock Ferreira, Felipe Cadar Chamone, Mario Fernando Montenegro Campos, Erickson Rangel Nascimento
Thanks to the advances in the technology of low-cost digital cameras and the popularity of the self-recording culture, the amount of visual data on the Internet is going to the opposite side of the available time and patience of the users.
no code implementations • 12 Jan 2018 • Omar Vidal Pino, Erickson Rangel Nascimento, Mario Fernando Montenegro Campos
In this paper, we introduce a novel approach for semantic description of object features based on the prototypicality effects of the Prototype Theory.
3 code implementations • 9 Nov 2017 • Michel Melo Silva, Washington Luis Souza Ramos, Felipe Cadar Chamone, João Pedro Klock Ferreira, Mario Fernando Montenegro Campos, Erickson Rangel Nascimento
The emergence of low-cost high-quality personal wearable cameras combined with the increasing storage capacity of video-sharing websites have evoked a growing interest in first-person videos, since most videos are composed of long-running unedited streams which are usually tedious and unpleasant to watch.
1 code implementation • 14 Aug 2017 • Washington Luis Souza Ramos, Michel Melo Silva, Mario Fernando Montenegro Campos, Erickson Rangel Nascimento
Thanks to the low operational cost and large storage capacity of smartphones and wearable devices, people are recording many hours of daily activities, sport actions and home videos.
1 code implementation • 14 Aug 2017 • Michel Melo Silva, Washington Luis Souza Ramos, Joao Pedro Klock Ferreira, Mario Fernando Montenegro Campos, Erickson Rangel Nascimento
The emergence of low-cost personal mobiles devices and wearable cameras and the increasing storage capacity of video-sharing websites have pushed forward a growing interest towards first-person videos.