Prof. Dr. Fernando Osorio

Prof. Dr. Fernando Osorio

Universidade de São Paulo

H-index: 26

Latin America-Brazil

About Prof. Dr. Fernando Osorio

Prof. Dr. Fernando Osorio, With an exceptional h-index of 26 and a recent h-index of 16 (since 2020), a distinguished researcher at Universidade de São Paulo, specializes in the field of Artificial Intelligence, Robotics, Image Processing, Computer Vision, Machine Learning.

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

Integrating Modular Pipelines with End-to-End Learning: A Hybrid Approach for Robust and Reliable Autonomous Driving Systems

Lexical Analysis of Automatic Transcriptions Using Speech-to-Text Services: A Statistically Evaluated Case Study

Self-Supervised Temporal Consistency applied to Domain Adaptation in Semantic Segmentation of Urban Scenes

Real-Time Pedestrian Detection and Tracking System Using Deep Learning and Kalman filter: Applications on Embedded Systems in Advanced Driver Assistance Systems.

A Threefold Review on Deep Semantic Segmentation: Efficiency-oriented, Temporal and Depth-aware design

ChatGPT pode ser aliado no processo de ensino-aprendizagem, avalia especialista.[Depoimento a Elton Alisson]

A literature review on the detection and tracking of obstacles applied for Advanced Driver Assistance Systems (ADAS) in Robotic Vehicle

Camera-radar perception for autonomous vehicles and ADAS: Concepts, datasets and metrics

Prof. Dr. Fernando Osorio Information

University

Position

- University of Sao Paulo / ICMC

Citations(all)

3382

Citations(since 2020)

1190

Cited By

2804

hIndex(all)

26

hIndex(since 2020)

16

i10Index(all)

78

i10Index(since 2020)

26

Email

University Profile Page

Universidade de São Paulo

Google Scholar

View Google Scholar Profile

Prof. Dr. Fernando Osorio Skills & Research Interests

Artificial Intelligence

Robotics

Image Processing

Computer Vision

Machine Learning

Top articles of Prof. Dr. Fernando Osorio

Title

Journal

Author(s)

Publication Date

Integrating Modular Pipelines with End-to-End Learning: A Hybrid Approach for Robust and Reliable Autonomous Driving Systems

Sensors

Luis Alberto Rosero

Iago Pachêco Gomes

Júnior Anderson Rodrigues Da Silva

Carlos André Przewodowski

Denis Fernando Wolf

...

2024/3/25

Lexical Analysis of Automatic Transcriptions Using Speech-to-Text Services: A Statistically Evaluated Case Study

Venilton Falvojr

Anderson Marcolino

Diego Bruno

Catherine Martins Falvo

Fernando Santos Osório

...

2024/1/3

Self-Supervised Temporal Consistency applied to Domain Adaptation in Semantic Segmentation of Urban Scenes

Felipe M Barbosa

Fernando S Osório

2023/10/9

Real-Time Pedestrian Detection and Tracking System Using Deep Learning and Kalman filter: Applications on Embedded Systems in Advanced Driver Assistance Systems.

Diego Renan Bruno

Fernando Santos Osório

2023/10/9

A Threefold Review on Deep Semantic Segmentation: Efficiency-oriented, Temporal and Depth-aware design

arXiv preprint arXiv:2303.04315

Felipe Manfio Barbosa

Fernando Santos Osório

2023/3/8

ChatGPT pode ser aliado no processo de ensino-aprendizagem, avalia especialista.[Depoimento a Elton Alisson]

Seiji Isotani

Thiago Alexandre Salgueiro Pardo

Fabio Gagliardi Cozman

Fernando Santos Osório

Claudio Pinhanez

2023

A literature review on the detection and tracking of obstacles applied for Advanced Driver Assistance Systems (ADAS) in Robotic Vehicle

Diego Renan Bruno

Fernando Santos Osório

2023/10/9

Camera-radar perception for autonomous vehicles and ADAS: Concepts, datasets and metrics

arXiv preprint arXiv:2303.04302

Felipe Manfio Barbosa

Fernando Santos Osório

2023/3/8

Breast cancer patient-reported outcomes on level 1 and level 2 oncoplastic procedures using BREAST-Q®

Journal of Cancer Research and Clinical Oncology

CA Pinto

B Peleteiro

CS Pinto

F Osório

S Costa

...

2023/7

CARINA Project: Visual Perception Systems Applied for Autonomous Vehicles and Advanced Driver Assistance Systems (ADAS)

IEEE Access

Diego R Bruno

Rafael Berri

Felipe Barbosa

Fernando S Osorio

2023/6/19

Governança de dados na agricultura digital: relato da experiência do C4AI

Cássia IC Mendes

Fernando EAS Correa

Debora P Drucker

Filipi M Soares

Antônio M Saraiva

...

2023/11/8

Estudo de estratégia de aprendizado auto-supervisionado para aprimoramento da consistência temporal em modelo de segmentação semântica baseado em deep learning

Anais

Felipe Manfio Barbosa

Fernando Santos Osório

2023

CNN-Planner: A neural path planner based on sensor fusion in the bird's eye view representation space for mapless autonomous driving

Luis Rosero

Júnior Silva

Denis Wolf

Fernando Osório

2022/10/18

ADAS classifier for driver monitoring and driving qualification using both internal and external vehicle data

Proceedings

Rafael Alceste Berri

Diego Renan Bruno

Eduardo Borges

Giancarlo Lucca

Fernando Santos Osório

2022

A Monte Carlo particle filter formulation for mapless-based localization

André Przewodowski

Fernando Santos Osório

2022/6/4

A trajectory deformation algorithm for intelligent vehicles

Victor Sillerico Justo

Fernando Santos Osório

2022/10/18

Sistema de monitoramento de animais (Sensor Pet): uma abordagem envolvendo técnicas de IoT

Interface Tecnológica

Diego Renan Bruno

Lara Alícia Soligo Dardani Bruno

Fernando Santos Osório

Márcio Andrey Teixeira

2022

Simulação de ecossistemas e de dinâmicas populacionais: proposta de um operador genético" elemento estrangeiro"

Anais

Felipe Souto

Fernando Santos Osório

2021

Um estudo comparativo de métodos de deep learning aplicados à segmentação semântica de obstáculos, zonas seguras e não seguras para navegação a partir de dados RGB-D

Felipe Manfio Barbosa

Fernando Santos Osório

2021

3D Perception for Autonomous Mobile Robots Navigation Using Deep Learning for Safe Zones Detection: A Comparative Study

Anais do Computer on the Beach

Felipe Manfio Barbosa

Fernando Santos Osório

2021/4/29

See List of Professors in Prof. Dr. Fernando Osorio University(Universidade de São Paulo)