Giovani Bernardes Vítor

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Publications

Citations

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Active since

2013

Affiliations

Heuristics and Diagnostics for Complex Systems(Current)

Université de Technologie de Compiègne

Universidade Federal de Itajubá

Universidade Estadual de Campinas (UNICAMP)

Giovani Bernardes Vítor is an author at Heuristics and Diagnostics for Complex Systems specializing in computing, object detection, and computer vision.

ORCID

Publications per year

2013–2025

Publications

A 2D/3D Vision Based Approach Applied to Road Detection in Urban Environments

Giovani Bernardes Vítor, Danilo Alves de Lima, Alessandro Corrêa Victorino et al. · 2013 · 32 citations

Computing, Vision Science, Computer Vision +14

Comprehensive performance analysis of road detection algorithms using the common urban Kitti-road benchmark

Giovani Bernardes Vítor, Alessandro Corrêa Victorino, Janito Vaqueiro Ferreira · 2014 · 16 citations · Full text

Computing, Autonomous Systems, Computer Science +13

Data clustering based on principal curves

Elson Claudio Correa Moraes, Danton Diego Ferreira, Giovani Bernardes Vítor et al. · Advances in Data Analysis and Classification · 2019 · 14 citations

Computing, Computer Science, Data Science +10

Effectiveness of YOLO Architectures in Tree Detection: Impact of Hyperparameter Tuning and SGD, Adam, and AdamW Optimizers

A P Moraes, Luiz F. Pugliese, Rafael Francisco dos Santos et al. · Standards · 2025 · 11 citations · Full text

Computing, Computer Science, Computer Vision +16

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