Guido Borghi

Computer Vision Engineer

  • Deep Learning, Machine Learning, Pattern Recognition, Computer Vision

  • University of Bologna, campus of Cesena
  • gdubrg[at]gmail.com
  • www.guidoborghi.it

Work Experiences

2020 - curr.

Postdoctoral Fellow
University of Bologna (@BioLab) Research Topic: Biometry and Machine Learning

2019 - 2020

Postdoctoral Fellow
University of Modena and Reggio Emilia (@AimageLab) Research Topic: Anomaly Detection on Italian Railways I managed a team of 3 people. I supervised the hardware and the software part of the project, maintaining relations with RFI spa. I continued my research on innovative depth and thermal sensors. [Demo video]

2018 - 2019

RedVision Lab
I managed a team of 3 people. We developed a prototype for the driver body analysis and biometrics analysis in automotive scenarios and a system for hand detection and tracking. Company: Ferrari SpA in collaboration with Unimore

May 2019

Visual Inspection of Medical Syringes
I designed and implemented a vision-based tool for the detection and classification of gaseous nuclei during the optical inspection of syringes filled with pharmaceutical liquids. Company: G.F. SpA and Mimesis Srl

2016 - 2017

Extraction of Foam Dynamics from Camera Images
I designed and implemented a vision-based software for the automatic extraction of foam levels during the filling process. [Demo video] Company: Sidel SpA and Mimesis Srl

2015

Website creation for a Master course at Unimore
I was the webmaster and also the content creator. Company: Fondazione Democenter-Sipe

2012 - 2018

Private Lessons
Subjects: Mathematics, Physics, Computer Science and History

Education

2015 - 2019

PhD in Information and Communication Technologies (XXXI cycle)
University of Modena and Reggio Emilia Thesis Title: Depth-based Human Analysis for Driver Monitoring and Human Computer Interaction Supervisor: Prof. Rita Cucchiara      Co-Supervisor: Roberto Vezzani

2017 - 2018

Visiting Student Researcher at Stanford
Stanford University, California (USA) Research Topic: Head Pose and Fine Gaze Estimation for Human Computer Interaction Supervisor: Prof. Silvio Savarese

2012 - 2015

Master Degree in Computer Engineering
University of Modena and Reggio Emilia Thesis Title: Gesture Classification and Segmentation for Human Computer Interaction Supervisor: Prof. Rita Cucchiara      Co-Supervisor: Roberto Vezzani

2009 - 2012

Bachelor Degree in Computer Engineering
University of Modena and Reggio Emilia Thesis Title: Simulation and Implementation of a 32 bit CPU with VHDL Supervisor: Prof. Costantino Grana

2005 - 2009

Classical High School Diploma
High School "L.A.Muratori" Thesis Title: The Language Problem in Italian Literature

Compl. Education

2018

English Course Level B2/C1
University of Modena and Reggio Emilia

2018

International Summer School on Artificial Intelligence (AI-DLDA)
University of Udine

2017

International Computer Vision Summer School (ICVSS)
University of Catania

2016

International IAPR Summer School on Machine and Vision Intelligence (VISMAC)
University of Udine

2016

Big Data Analytics Course
Consorzio Interuniversitario Cineca

2015

Academic English Workshop II
University of Modena and Reggio Emilia

2015

Academic English Workshop I
University of Modena and Reggio Emilia

Skills

Languages

  • Italian
  • English

Programming Languages

  • Python
  • C++
  • C
  • Java
  • Javascript
  • VHDL

Libraries

  • OpenCV
  • Qt
  • Pytorch
  • Keras
  • Javascript
  • VHDL

Software Knowledge

  • Photoshop
  • Premiere
  • Lightroom

Grants and Awards

2020

Best Paper Award
VISAPP 2020

2018

1st place for the best thesis for Road Safety (as co-Advisor)
ANIA Foundation

2017

Best Paper Award
ICIAP 2017

2017

1st place for the best thesis for Road Safety (as co-Advisor)
ANIA Foundation

2015

3rd place inInnovaconnoinational contest
Telecom TIM

2014

Winner in "Idee per Modena Digitale" contest
Comune di Modena

2009

3rd place inBur Video Classic national contest (BUR)
BUR Casa Editrice

2003

1st place in "Donazione e Solidariet√°" contest
AIDO Modena

Publications

Here a list of my scientific publications

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