TESES E DISSERTAÇÕES

2020

Carlos Antônio Caetano Júnior

Motion-Based Representations for Activity Recognition Tese PhD

Universidade Federal of Minas Gerais, 2020.

Resumo | BibTeX | Tags: Activity Recognition, convolutional neural networks (CNNs), optical flow, spatiotemporal information, temporal stream

2019

Raphael Felipe Carvalho de Prates

Matching People Across Surveillance Cameras Tese PhD

Universidade Federal de Minas Gerais, 2019.

Resumo | BibTeX | Tags: Computer vision, Person Re-Identification, Smart Surveillance

2018

Jessica Sena

Human Activity Recognition based on Wearable Sensors using Multiscale DCNN Ensemble Masters Thesis

Federal University of Minas Gerais, 2018.

Resumo | BibTeX | Tags: CNN ensemble, Human Activity Recognition, Multimodal Data, Multiscale temporal data

Rensso Victor Hugo Mora Colque

Robust Approaches for Anomaly Detection Applied to Video Surveillance Tese PhD

Federal University of Minas Gerais, 2018.

Resumo | BibTeX | Tags: Processamento digital de Imagens} pubstate = {published, Visão por computador

Ricardo Barbosa Kloss

Boosted Projections and Low Cost Transfer Learning Applied to Smart Surveillance Masters Thesis

Federal University of Minas Gerais, 2018.

Resumo | Links | BibTeX | Tags: Computer vision, Deep Learning, Forensics, Machine Learning, Surveillance

Samira Santos da Silva

Aggregating Partial Least Squares Models for Open-set Face Identification Masters Thesis

Federal University of Minas Gerais, 2018.

Resumo | Links | BibTeX | Tags: Face Identification, Open-set Face Recognition, Partial Least Squares

2017

Rafael Henrique Vareto

Face Recognition based on a Collection of Binary Classifiers Masters Thesis

Federal University of Minas Gerais, 2017.

Resumo | BibTeX | Tags: Artificial Neural Network, Face Verification, Machine Learning, Open-set Face Identification, Partial Least Squares, Support Vector Machine, Surveillance

2016

Gabriel Resende Goncalves

License Plate Recognition based on Temporal Redundancy Masters Thesis

Federal University of Minas Gerais, 2016.

Resumo | Links | BibTeX | Tags: Automatic License Plate Recognition, DeepEyes, GigaFrames

Artur Jordao

The Good, the Fast and the Better Pedestrian Detector Masters Thesis

Federal University of Minas Gerais, 2016.

Resumo | Links | BibTeX | Tags: DeepEyes, DET, GigaFrames, Pedestrian Detection, VER+

Marco Tulio Alves Rodrigues

Detecção de Mudanças em Cenas Terrestres usando Imagens Aéreas Tese PhD

2016.

Resumo | Links | BibTeX | Tags: Change Detection

Cristianne Rodrigues Santos Dutra

Técnicas Otimizadas para Reidentificaçâo de Pessoas Masters Thesis

Federal University of Minas Gerais, 2016.

Links | BibTeX | Tags: DeepEyes, GigaFrames, Person Re-Identification, VER+

2015

Cassio Elias Santos dos Junior

Partial Least Squares for Face Hashing Masters Thesis

Federal University of Minas Gerais, 2015.

Resumo | Links | BibTeX | Tags: DeepEyes, Face Identification, Face Recognition, GigaFrames, Indexing Structure, Local Sensitive Hashing, Partial Least Squares, VER+

2014

Antonio Carlos Nazare Junior

A Scalable and Versatile Framework for Smart Video Surveillance Masters Thesis

Federal University of Minas Gerais, 2014.

Resumo | Links | BibTeX | Tags: ARDOP, Smart Surveillance, Surveillance Systems, VER+, Video Surveillance

Victor Hugo Cunha de Melo

Fast and Robust Optimization Approaches for Pedestrian Detection Masters Thesis

Federal University of Minas Gerais, 2014.

Resumo | Links | BibTeX | Tags: ARDOP, Pedestrian Detection, SmartView

2020

Carlos Antônio Caetano Júnior

Motion-Based Representations for Activity Recognition Tese PhD

Universidade Federal of Minas Gerais, 2020.

Resumo | BibTeX | Tags: Activity Recognition, convolutional neural networks (CNNs), optical flow, spatiotemporal information, temporal stream

2019

Raphael Felipe Carvalho de Prates

Matching People Across Surveillance Cameras Tese PhD

Universidade Federal de Minas Gerais, 2019.

Resumo | BibTeX | Tags: Computer vision, Person Re-Identification, Smart Surveillance

2018

Jessica Sena

Human Activity Recognition based on Wearable Sensors using Multiscale DCNN Ensemble Masters Thesis

Federal University of Minas Gerais, 2018.

Resumo | BibTeX | Tags: CNN ensemble, Human Activity Recognition, Multimodal Data, Multiscale temporal data

Rensso Victor Hugo Mora Colque

Robust Approaches for Anomaly Detection Applied to Video Surveillance Tese PhD

Federal University of Minas Gerais, 2018.

Resumo | BibTeX | Tags: Processamento digital de Imagens} pubstate = {published, Visão por computador

Ricardo Barbosa Kloss

Boosted Projections and Low Cost Transfer Learning Applied to Smart Surveillance Masters Thesis

Federal University of Minas Gerais, 2018.

Resumo | Links | BibTeX | Tags: Computer vision, Deep Learning, Forensics, Machine Learning, Surveillance

Samira Santos da Silva

Aggregating Partial Least Squares Models for Open-set Face Identification Masters Thesis

Federal University of Minas Gerais, 2018.

Resumo | Links | BibTeX | Tags: Face Identification, Open-set Face Recognition, Partial Least Squares

2017

Rafael Henrique Vareto

Face Recognition based on a Collection of Binary Classifiers Masters Thesis

Federal University of Minas Gerais, 2017.

Resumo | BibTeX | Tags: Artificial Neural Network, Face Verification, Machine Learning, Open-set Face Identification, Partial Least Squares, Support Vector Machine, Surveillance

2016

Gabriel Resende Goncalves

License Plate Recognition based on Temporal Redundancy Masters Thesis

Federal University of Minas Gerais, 2016.

Resumo | Links | BibTeX | Tags: Automatic License Plate Recognition, DeepEyes, GigaFrames

Artur Jordao

The Good, the Fast and the Better Pedestrian Detector Masters Thesis

Federal University of Minas Gerais, 2016.

Resumo | Links | BibTeX | Tags: DeepEyes, DET, GigaFrames, Pedestrian Detection, VER+

Marco Tulio Alves Rodrigues

Detecção de Mudanças em Cenas Terrestres usando Imagens Aéreas Tese PhD

2016.

Resumo | Links | BibTeX | Tags: Change Detection

Cristianne Rodrigues Santos Dutra

Técnicas Otimizadas para Reidentificaçâo de Pessoas Masters Thesis

Federal University of Minas Gerais, 2016.

Links | BibTeX | Tags: DeepEyes, GigaFrames, Person Re-Identification, VER+

2015

Cassio Elias Santos dos Junior

Partial Least Squares for Face Hashing Masters Thesis

Federal University of Minas Gerais, 2015.

Resumo | Links | BibTeX | Tags: DeepEyes, Face Identification, Face Recognition, GigaFrames, Indexing Structure, Local Sensitive Hashing, Partial Least Squares, VER+

2014

Antonio Carlos Nazare Junior

A Scalable and Versatile Framework for Smart Video Surveillance Masters Thesis

Federal University of Minas Gerais, 2014.

Resumo | Links | BibTeX | Tags: ARDOP, Smart Surveillance, Surveillance Systems, VER+, Video Surveillance

Victor Hugo Cunha de Melo

Fast and Robust Optimization Approaches for Pedestrian Detection Masters Thesis

Federal University of Minas Gerais, 2014.

Resumo | Links | BibTeX | Tags: ARDOP, Pedestrian Detection, SmartView