Výsledky vyhledávání - "Thierry Pinheiro Moreira"

Does Removing Pooling Layers from Convolutional Neural Networks Improve Results?

Autor: João Paulo Papa, Danilo Colombo, Thierry Pinheiro Moreira, Claudio Filipi Goncalves dos Santos

Publikováno v: Scopus
Repositório Institucional da UNESP
Universidade Estadual Paulista (UNESP)
instacron:UNESP

Made available in DSpace on 2022-05-01T11:23:36Z (GMT). No. of bitstreams: 0 Previous issue date: 2020-09-01 Petrobras Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP) Conselho Nacional de Desenvolvimento Científico e Tecnológico (

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::9efa05ab9e8fed091b1d6c159ea5af96
https://doi.org/10.1007/s42979-020-00295-9

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A Novel Siamese-Based Approach for Scene Change Detection With Applications to Obstructed Routes in Hazardous Environments

Autor: Thierry Pinheiro Moreira, Leandro Aparecido Passos Junior, João Paulo Papa, Victor Hugo C. de Albuquerque, Danilo Colombo, Marcos C. S. Santana

Publikováno v: Web of Science
Repositório Institucional da UNESP
Universidade Estadual Paulista (UNESP)
instacron:UNESP

Made available in DSpace on 2020-12-11T14:35:48Z (GMT). No. of bitstreams: 0 Previous issue date: 2020-01-01 Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP) Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq) Petr

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::bacd615b7fde59c76b3137c7af9c738c

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κ-Entropy Based Restricted Boltzmann Machines

Autor: Thierry Pinheiro Moreira, Leandro A. Passos, João Paulo Papa, Marcos C. S. Santana

Publikováno v: IJCNN

Restricted Boltzmann Machines achieved notorious popularity in the scientific community in the last decade due to outstanding results in a wide range of applications and also for providing the required mechanisms to build successful deep learning mod

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::3d5e57af77b060aef86946efc850971d
https://doi.org/10.1109/ijcnn.2019.8851714

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Where is my puppy? Retrieving lost dogs by facial features

Autor: Mauricio Perez, Eduardo Valle, Thierry Pinheiro Moreira, Rafael de Oliveira Werneck

Publikováno v: Multimedia Tools and Applications. 76:15325-15340

A pet that goes missing is among many people's worst fears: a moment of distraction is enough for a dog or a cat wandering off from home. Some measures help matching lost animals to their owners; but automated visual recognition is one that - althoug

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::8a8af60ddbb7060c5bcd9a1ac2de9fdc
https://doi.org/10.1007/s11042-016-3824-1

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Action identification using a descriptor with autonomous fragments in a multilevel prediction scheme

Autor: Helio Pedrini, Francisco Flórez-Revuelta, Marlon Alcantara, Thierry Pinheiro Moreira

Publikováno v: Signal, Image and Video Processing. 11:325-332

Recent technological advances have provided powerful devices with high processing and storage capabilities. Video cameras can be found in several different areas, such as banks, schools, stores, public streets and industry for a variety of tasks. Cam

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::9736b692cc87d7705d99852f91e92dab
https://doi.org/10.1007/s11760-016-0940-3

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Video action recognition based on visual rhythm representation

Autor: Helio Pedrini, David Menotti, Thierry Pinheiro Moreira

Publikováno v: Journal of Visual Communication and Image Representation. 71:102771

Advances in video acquisition and storage technologies have promoted a great demand for automatic recognition of actions. The use of cameras for security and surveillance purposes has applications in several scenarios, such as airports, parks, banks,

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::89df4337af6a2c808ca83cafc644d8d9
https://doi.org/10.1016/j.jvcir.2020.102771

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Does Pooling Really Matter? An Evaluation on Gait Recognition

Autor: Claudio Filipi Goncalves dos Santos, João Paulo Papa, Thierry Pinheiro Moreira, Danilo Colombo

Publikováno v: Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications ISBN: 9783030339036
CIARP

Most Convolutional Neural Networks make use of subsampling layers to reduce dimensionality and keep only the most essential information, besides turning the model more robust to rotation and translation variations. One of the most common sampling met

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::8a372180aa04b3fa450729c31a7a3774
https://doi.org/10.1007/978-3-030-33904-3_71

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First-person action recognition through Visual Rhythm texture description

Autor: Helio Pedrini, David Menotti, Thierry Pinheiro Moreira

Publikováno v: ICASSP

First-person action recognition is a recent problem in computer vision, where an observer wears body cameras to understand and recognize actions from the captured video sequences. Technological advances have made it possible to offer small wearable c

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::8b750c3218840e3d8bef34c58daa5cd2
https://doi.org/10.1109/icassp.2017.7952632

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