Tinsae G. Dulecha

Tinsae G. Dulecha

Research Fellow

University of Verona

Biography

In 2021, I earned a PhD in Computer Science from the University of Verona, focusing my dissertation on appearance measurement and analysis using multi-light image collections. During my doctoral studies, I employed deep learning and machine learning techniques to address various challenges in material appearance analysis. From September 2021 to January 31, 2023, I was a Research Fellow in the Department of Cultures and Civilizations at the University of Verona, serving as the RESP Digital Humanities Project Officer. In this role, I developed a web content management system that allowed the principal investigator to make edits and a data management system that enabled researchers to store, retrieve, and export archaeological data related to Roman emperors, from Augustus to the Tetrarchs. Subsequently, from February 2023 to January 31, 2024, I held a research fellowship in the Department of Philosophy and Cultural Heritage at Ca' Foscari University of Venice. Currently, I am a postdoctoral research fellow at the University of Verona. My research interests and publications focus on the measurement, analysis, and modeling of material appearance, machine learning, and reflectance transformation imaging, particularly for applications in cultural heritage.

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Interests
  • Machine Learning
  • Computer Vision
  • Deep Learning
  • Development of Web Applications
  • Measurement, analysis, and modeling of material appearance
Education
  • PhD in Computer Science, 2021

    University of Verona

  • MSc in Computer Science, 2014

    Ca'Foscari University of Venice

  • BSc in Computer Science, 2007

    Hawassa University

Skills

NumPy/PyTorch

Vectorizer

matlab
Matlab

Numeric Computing

python-programming-language
Python

Programming

javascript-programming-language
JavaScript

web Scripting

react-js
React

JavaSript library

angular-icon
Angular

Frontend Development

react-js
Spring Boot

Backend Development

c-plus-plus-programming-language
C++

Programming

flask
Flask

Web development

flask
php

Backend Development

Experience

 
 
 
 
 
Research Fellow
February 2024 – Present Verona, Italy
 
 
 
 
 
Research Fellow
February 2023 – January 2024 Venice, Italy
 
 
 
 
 
Research Fellow
September 2021 – January 2023 Verona, Italy
 
 
 
 
 
Research Scholarship Holder
Jan 2021 – Jun 2021 Verona, Italy
 
 
 
 
 
Research Fellow
Oct 2016 – Oct 2017 Venice, Italy
 
 
 
 
 
Lecturer
Oct 2016 – Oct 2017 Hawassa, Ethiopia
Taught introduction to information storage and retrieval.
 
 
 
 
 
Research Fellow
Dec 2014 – Nov 2015 Venice, Italy
 
 
 
 
 
Pre-sales engineer
Jan 2011 – Oct 2012 Addisababa, Ethiopia
 
 
 
 
 
Programmer
Nov 2007 – Oct 2012 Addisababa, Ethiopia

Accomplish­ments

Full Stack Web Development Bootcamp with React and Python
See certificate
Coursera
Deep Learning Specialization
See certificate
Coursera
Machine Learning
See certificate

Recent Posts

Recent & Upcoming Talks

Recent Publications

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(2020). SynthPS: a Benchmark for Evaluation of Photometric Stereo Algorithms for Cultural Heritage Applications. The Eurographics Association.

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(2019). Crack Detection in Single-and Multi-Light Images of Painted Surfaces using Convolutional Neural Networks. The Eurographics Association.

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(2018). Artworks in the spotlight: characterization with a multispectral LED dome. IOP Conference Series: Materials Science and Engineering.

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(2018). Objective and subjective evaluation of virtual relighting from reflectance transformation imaging data.

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