Heitor Silvério Lopes

Heitor Silvério Lopes

Universidade Tecnológica Federal do Paraná

H-index: 33

Latin America-Brazil

About Heitor Silvério Lopes

Heitor Silvério Lopes, With an exceptional h-index of 33 and a recent h-index of 17 (since 2020), a distinguished researcher at Universidade Tecnológica Federal do Paraná, specializes in the field of Computer vision, Data mining, Evolutionary computation, Bioinformatics.

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

ST-NILM: A Wavelet Scattering-Based Architecture for Feature Extraction and Multi-Label Classification in NILM Signals

Contactor Fault Detection and Classification System Using Optical Fiber Bragg Grating Sensors

Modeling and Performance Analysis of a Notification-Based Method for Processing Video Queries on the Fly

Recognition, location, and depth estimation of objects in electrical substations

Evaluation metrics for video captioning: A survey

Intelligence across humans and machines: a joint perspective

Condition Assessment of AC Contactors Using Optical Fiber Sensors and Deep Learning

Unsupervised open-world human action recognition

Heitor Silvério Lopes Information

University

Position

Titular Professor / Curitiba-Brazil

Citations(all)

6793

Citations(since 2020)

1801

Cited By

5696

hIndex(all)

33

hIndex(since 2020)

17

i10Index(all)

99

i10Index(since 2020)

35

Email

University Profile Page

Universidade Tecnológica Federal do Paraná

Google Scholar

View Google Scholar Profile

Heitor Silvério Lopes Skills & Research Interests

Computer vision

Data mining

Evolutionary computation

Bioinformatics

Top articles of Heitor Silvério Lopes

Title

Journal

Author(s)

Publication Date

ST-NILM: A Wavelet Scattering-Based Architecture for Feature Extraction and Multi-Label Classification in NILM Signals

IEEE Sensors Journal

Everton Luiz De Aguiar

Lucas da Silva Nolasco

André Eugenio Lazzaretti

Daniel Rodrigues Pipa

Heitor Silvério Lopes

2024/2/13

Contactor Fault Detection and Classification System Using Optical Fiber Bragg Grating Sensors

IEEE Sensors Journal

Eduardo H Dureck

Daniel Benetti

Wiston CP Junior

Thiago H Silva

Heitor S Lopes

...

2024/1/3

Modeling and Performance Analysis of a Notification-Based Method for Processing Video Queries on the Fly

Applied Sciences

Clayton Kossoski

Jean Marcelo Simão

Heitor Silvério Lopes

2024/4/24

Recognition, location, and depth estimation of objects in electrical substations

Gilberto Lexinoski

Marco AS Teixeira

André E Lazzaretti

Luiz FRB Toledo

Heitor S Lopes

...

2023/10/9

Evaluation metrics for video captioning: A survey

Andrei de Souza Inácio

Heitor Silvério Lopes

2023/9/15

Intelligence across humans and machines: a joint perspective

Tiago Buatim Nion Da Silveira

Heitor Silvério Lopes

2023/8/17

Condition Assessment of AC Contactors Using Optical Fiber Sensors and Deep Learning

Eduardo H Dureck

Daniel Benetti

André E Lazzaretti

Heitor S Lopes

Uilian J Dreyer

...

2023/11/5

Unsupervised open-world human action recognition

Pattern Analysis and Applications

Matheus Gutoski

André Eugenio Lazzaretti

Heitor Silvério Lopes

2023/11

Language-focused Deepfake Detection Using Phonemes, Mouth Movements, and Video Features

Jonas Krause

Andrei De Souza Inacio

Heitor Silvério Lopes

2023/10/29

A Transfer Learning Approach for the Tattoo Classification Problem

Rodrigo Tchalski da Silva

Heitor Silvério Lopes

2022/11/23

A Scalable Analytics Pipeline for COVID-19 Face Mask Surveillance

Learning and Nonlinear Models

Clayton Kossoski

Gustavo Schaefer

Gianlucca Fiori Oliveira

Heitor Silvério Lopes

2022

Deep metric learning for open-set human action recognition in videos

Neural Computing and Applications

Matheus Gutoski

Andre Eugenio Lazzaretti

Heitor Silvério Lopes

2021/2

Incremental human action recognition with dual memory

Image and Vision Computing

Matheus Gutoski

Andre Eugenio Lazzaretti

Heitor Silverio Lopes

2021/12/1

OSVidCap: A framework for the simultaneous recognition and description of concurrent actions in videos in an open-set scenario

IEEE Access

Andrei De Souza Inácio

Matheus Gutoski

André Eugênio Lazzaretti

Heitor Silvério Lopes

2021/9/29

A Transfer Learning Approach for the Tattoo Detection Problem

Congresso Brasileiro de Inteligência Computacional

Rodrigo Tchalski da Silva

Heitor Silvério Lopes

2021

A comparative study for open set semantic segmentation methods

Anderson Brilhador

Matheus Gutoski

André Eugênio Lazzaretti

Heitor Silvério Lopes

2021

A Comparative Study of Transfer Learning Approaches for Video Anomaly Detection

International Journal of Pattern Recognition and Artificial Intelligence

Matheus Gutoski

Manassés Ribeiro

Leandro T Hattori

Marcelo Romero

André E Lazzaretti

...

2021/4/9

A benchmark of optimally folded protein structures using integer programming and the 3D-HP-SC model

Computational Biology and Chemistry

Leandro Takeshi Hattori

Matheus Gutoski

César Manuel Vargas Benítez

Luiz Fernando Nunes

Heitor Silvério Lopes

2020/2/1

A study of the influence of data complexity and similarity on soft biometrics classification performance in a transfer learning scenario

Learning and Nonlinear Models

Marcelo Romero

Matheus Gutoski

Leandro Takeshi Hattori

Manassés Ribeiro

Heitor Silvério Lopes

2020

Soft biometrics classification in videos using transfer learning and bidirectional long short-term memory networks

Learning and Nonlinear Models

Marcelo Romero

Matheus Gutoski

Leandro Takeshi Hattori

Manassés Ribeiro

Heitor Silvério Lopes

2020/9

See List of Professors in Heitor Silvério Lopes University(Universidade Tecnológica Federal do Paraná)

Co-Authors

H-index: 72
Leandro dos Santos Coelho

Leandro dos Santos Coelho

Pontifícia Universidade Católica do Paraná

H-index: 69
Freitas, Alex A.

Freitas, Alex A.

University of Kent

H-index: 25
Myriam Delgado

Myriam Delgado

Universidade Tecnológica Federal do Paraná

H-index: 25
Lucia Valeria Ramos de Arruda

Lucia Valeria Ramos de Arruda

Universidade Tecnológica Federal do Paraná

H-index: 18
Andre Eugenio Lazzaretti

Andre Eugenio Lazzaretti

Universidade Tecnológica Federal do Paraná

H-index: 12
Emilio C. G. Wille

Emilio C. G. Wille

Universidade Tecnológica Federal do Paraná

academic-engine