Thiago Oliveira dos Santos

Thiago Oliveira dos Santos

Universidade Federal do Espírito Santo

H-index: 25

Latin America-Brazil

About Thiago Oliveira dos Santos

Thiago Oliveira dos Santos, With an exceptional h-index of 25 and a recent h-index of 23 (since 2020), a distinguished researcher at Universidade Federal do Espírito Santo, specializes in the field of Computer Vision, Image Processing, Computer Graphics, Image Guidade Surgery.

His recent articles reflect a diverse array of research interests and contributions to the field:

An open source experimental framework and public dataset for vibration-based fault diagnosis of electrical submersible pumps used on offshore oil exploration

Deep learning-based reconstruction of shredded documents

Yolo-Papaya: A Papaya Fruit Disease Detector and Classifier Using CNNs and Convolutional Block Attention Modules

Active learning for new-fault class sample recovery in electrical submersible pump fault diagnosis

A Planning Pipeline for Software Systems of Autonomous Vehicles

Budget-Aware Pruning for Multi-domain Learning

Budget-Aware Pruning: Handling Multiple Domains with Less Parameters

Deep traffic sign detection and recognition without target domain real images

Thiago Oliveira dos Santos Information

University

Position

___

Citations(all)

4209

Citations(since 2020)

3600

Cited By

1653

hIndex(all)

25

hIndex(since 2020)

23

i10Index(all)

51

i10Index(since 2020)

40

Email

University Profile Page

Universidade Federal do Espírito Santo

Google Scholar

View Google Scholar Profile

Thiago Oliveira dos Santos Skills & Research Interests

Computer Vision

Image Processing

Computer Graphics

Image Guidade Surgery

Top articles of Thiago Oliveira dos Santos

Title

Journal

Author(s)

Publication Date

An open source experimental framework and public dataset for vibration-based fault diagnosis of electrical submersible pumps used on offshore oil exploration

Knowledge-Based Systems

Flávio Miguel Varejão

Lucas Henrique Sousa Mello

Marcos Pellegrini Ribeiro

Thiago Oliveira-Santos

Alexandre Loureiros Rodrigues

2024/3/15

Deep learning-based reconstruction of shredded documents

Thiago M Paixao

Maria CS Boeres

Thiago Oliveira-Santos

2023/8/6

Yolo-Papaya: A Papaya Fruit Disease Detector and Classifier Using CNNs and Convolutional Block Attention Modules

Electronics

Jairo Lucas de Moraes

Jorcy de Oliveira Neto

Claudine Badue

Thiago Oliveira-Santos

Alberto F de Souza

2023/5/12

Active learning for new-fault class sample recovery in electrical submersible pump fault diagnosis

Expert Systems with Applications

Luciano Henrique Peixoto da Silva

Lucas Henrique Sousa Mello

Alexandre Rodrigues

Flávio Miguel Varejão

Marcos Pellegrini Ribeiro

...

2023/2/1

A Planning Pipeline for Software Systems of Autonomous Vehicles

Available at SSRN 4690921

Pedro Azevedo

Raphael Vivacqua Carneiro

Alberto Ferreira De Souza

Thiago Oliveira-Santos

Claudine Santos Badue

2023

Budget-Aware Pruning for Multi-domain Learning

Samuel Felipe dos Santos

Rodrigo Berriel

Thiago Oliveira-Santos

Nicu Sebe

Jurandy Almeida

2023/9/5

Budget-Aware Pruning: Handling Multiple Domains with Less Parameters

arXiv e-prints

Samuel Felipe dos Santos

Rodrigo Berriel

Thiago Oliveira-Santos

Nicu Sebe

Jurandy Almeida

2023/9

Deep traffic sign detection and recognition without target domain real images

Machine Vision and Applications

Lucas Tabelini

Rodrigo Berriel

Thiago M Paixão

Alberto F De Souza

Claudine Badue

...

2022/5

A Method to Estimate COVID-19 Contamination Risk Based on Social Distancing and Face Mask Detection Using Convolutional Neural Networks

Cézar Augusto Gobbo Passamani

Victor Nascimento Neves

Lauro José Lyrio Júnior

Thiago Oliveira-Santos

Claudine Badue

...

2022/10/24

Cross-domain object detection using unsupervised image translation

Expert Systems with Applications

Vinicius F Arruda

Rodrigo F Berriel

Thiago M Paixão

Claudine Badue

Alberto F De Souza

...

2022/4/15

Temperature Prediction in Blast Furnaces: A Machine Learning Comparative Study.

Letícia C Navarro

Lucas L Amorim

Rodrigo Berriel

Thiago M Paixão

Vinicius Rampinelli

...

2022/10/24

Predição da temperatura do ferro-gusa em um alto-forno utilizando redes neurais LSTM

Rodrigo Seidel

2022

Unsupervised domain adaptation for video transformers in action recognition

Victor G Turrisi da Costa

Giacomo Zara

Paolo Rota

Thiago Oliveira-Santos

Nicu Sebe

...

2022/8/21

Dual-Head Contrastive Domain Adaptation for Video Action Recognition

Victor G Turrisi da Costa

Giacomo Zara

Paolo Rota

Thiago Oliveira-Santos

Nicu Sebe

...

2022

Lane Marking Detection and Classification using Spatial-Temporal Feature Pooling

Lucas Tabelini

Rodrigo Berriel

Alberto F De Souza

Claudine Badue

Thiago Oliveira-Santos

2022/7/18

A human-in-the-loop recommendation-based framework for reconstruction of mechanically shredded documents

Pattern Recognition Letters

Thiago M Paixão

Rodrigo F Berriel

Maria CS Boeres

Alessandro L Koerich

Claudine Badue

...

2022/12/1

Deep Learning Intelligent Fault Diagnosis of Electrical Submersible Pump Based on Raw Time Domain Vibration Signals

Vitor Berger Bonella

Marcos Pellegrini Ribeiro

Lucas Henrique Sousa Mello

Thiago Oliveira-Santos

Alexandre Loureiros Rodrigues

...

2022/6/1

Ensemble of metric learners for improving electrical submersible pump fault diagnosis

Journal of Petroleum Science and Engineering

Lucas Henrique Sousa Mello

Thiago Oliveira-Santos

Flávio Miguel Varejão

Marcos Pellegrini Ribeiro

Alexandre Loureiros Rodrigues

2022/11/1

Copycat CNN: Are random non-Labeled data enough to steal knowledge from black-box models?

Pattern Recognition

Jacson Rodrigues Correia-Silva

Rodrigo F Berriel

Claudine Badue

Alberto F De Souza

Thiago Oliveira-Santos

2021/5/1

Sisfrutos Papaya: A Dataset for Detection and Classification of Diseases in Papaya

Jairo Lucas de Moraes

Jorcy de Oliveira Neto

Jacson R Correia-Silva

Thiago M Paixão

Claudine Badue

...

2021

See List of Professors in Thiago Oliveira dos Santos University(Universidade Federal do Espírito Santo)

Co-Authors

H-index: 53
Mauricio Reyes

Mauricio Reyes

Universität Bern

H-index: 46
Stefan Weber

Stefan Weber

Universität Bern

H-index: 32
Fernando A. Auat Cheein

Fernando A. Auat Cheein

Universidad Técnica Federico Santa María

H-index: 23
Alberto Ferreira De Souza

Alberto Ferreira De Souza

Universidade Federal do Espírito Santo

H-index: 19
Claudine Badue

Claudine Badue

Universidade Federal do Espírito Santo

H-index: 16
Rodrigo Berriel

Rodrigo Berriel

Universidade Federal do Espírito Santo

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