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Daniel Filipe Coelho da Rocha. Completed the Mestrado integrado in Engenharia Eletrónica e de Computadores in 2018/01 by Instituto Politécnico do Cávado e do Ave and Doutoramento in Programa Doutoral em Engenharia Eletrónica e de Computadores in 2025/01/12 by Universidade do Minho Centro ALGORITMI. Is Researcher in International Iberian Nanotechnology Laboratory, Invited Assistant in Instituto Politécnico do Cávado e do Ave Escola Superior de Tecnologia and Invited Assistant in Universidade do Minho - Campus de Azurém. Published 5 articles in journals. Has 1 section(s) of books. Has received 2 awards and/or honors. Participates and/or participated as Researcher in 2 project(s). Works in the area(s) of Engineering and Technology with emphasis on Electrotechnical Engineering, Electronics and Informatics with emphasis on Electrical and Electronic Engineering.
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Identification

Personal identification

Full name
Daniel Filipe Coelho da Rocha

Citation names

  • Rocha, Daniel

Author identifiers

Ciência ID
EC10-B829-417C
ORCID iD
0000-0001-7778-0912

Email addresses

  • id8057@alunos.uminho.pt (Professional)
  • daniel.rocha@inl.int (Professional)
  • drocha@ipca.pt (Professional)
  • rochacoelhof@gmail.com (Personal)

Knowledge fields

  • Engineering and Technology - Electrotechnical Engineering, Electronics and Informatics - Electrical and Electronic Engineering

Languages

Language Speaking Reading Writing Listening Peer-review
Portuguese (Mother tongue)
English
Education
Degree Classification
2018/09 - 2025/01/12
Concluded
 Programa Doutoral em Engenharia Eletrónica e de Computadores (Doutoramento)
Major in Controlo, Automação e Robótica
Universidade do Minho Centro ALGORITMI, Portugal
"Automated Garment Recognition and Assessment System Using Computer Vision and Artificial Intelligence for Blind People" (THESIS/DISSERTATION)
2018/01
Concluded
 Engenharia Eletrónica e de Computadores (Mestrado integrado)
Major in Automação e Robótica
Instituto Politécnico do Cávado e do Ave, Portugal
Affiliation

Science

Category
Host institution 		Employer
2021/09/16 - Current Researcher (Research) International Iberian Nanotechnology Laboratory, Portugal
2018 - Current Principal Investigator (Research) Universidade do Minho Centro ALGORITMI, Portugal
2018 - Current Principal Investigator (Research) Instituto Politécnico do Cávado e do Ave Laboratório de Inteligência Artificial Aplicada, Portugal

Teaching in Higher Education

Category
Host institution 		Employer
2024/09 - Current Invited Assistant (University Teacher) Universidade do Minho - Campus de Azurém, Portugal
2019/09 - Current Invited Assistant (Polytechnic Teacher) Instituto Politécnico do Cávado e do Ave Escola Superior de Tecnologia, Portugal

Others

Category
Host institution 		Employer
2018/02 - 2021/09 Test Systems Development Engineer Bosch Car Multimedia Portugal, S.A, Portugal
2015/10 - 2018/02 Quality Analyst Engineer Aptiv Automotive Systems Singapore Pte Ltd, Singapore
2014/10 - 2015/10 Electrotechnical Engineer D2 Technology, Portugal
Projects

Grant

Designation Funders
2022/01/01 - 2025/12/31 R2UTechnologies - modular systems
C644876810-00000019
Researcher
Ongoing
2021/09/16 - 2023/06/30 SmartPV
POCI-01-0247-FEDER-068919
Researcher
Concluded
Outputs

Publications

Book chapter
  1. Mariana Carvalho; Daniel Rocha; Vítor Carvalho. "An Automated Tool for Creating Clothing Catalog Databases: MyEyes–Fashion". 2024.
    10.1007/978-3-031-67307-8_5
  2. Silva, Luís; Rocha, Daniel; Carvalho, Vítor; Esteves, João Sena; Soares, Filomena. "Automatic Wardrobe for Blind People". In Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, 3-13. Springer Nature Switzerland, 2023.
    10.1007/978-3-031-28663-6_1
  3. Rocha, Daniel; Carvalho, Vítor; Soares, Filomena; Oliveira, Eva. "A Model Approach for an Automatic Clothing Combination System for Blind People". In Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, 74-85. Springer International Publishing, 2021.
    10.1007/978-3-030-78448-5_6
  4. Rocha, Daniel; Carvalho, Vítor; Soares, Filomena; Oliveira, Eva; Leão, Celina P.. "Understand the Importance of Garments’ Identification and Combination to Blind People". In Human Interaction, Emerging Technologies and Future Systems V, 74-81. Springer International Publishing, 2021.
    10.1007/978-3-030-85540-6_10
  5. Rocha, Daniel; Carvalho, Vítor; Soares, Filomena; Oliveira, Eva. "Design of a Smart Mechatronic System to Combine Garments for Blind People: First Insights". In Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, 52-63. Springer International Publishing, 2020.
    10.1007/978-3-030-42029-1_4
Conference poster
  1. Rocha, Daniel; J. Alves; M. Lopes; Teixeira, Jennifer; Fernandes, João Paulo; M. Morais; P M P Salomé. Corresponding author: Rocha, Daniel. "A Deep Learning Approach for PV Failure Mode Detection in Infrared Images: First Insights". Paper presented in 2022 49th IEEE Photovoltaic Specialists Conference (PVSC), 2022.
Journal article
  1. Daniel Rocha; Celina P. Leão; Filomena Soares; Vítor Carvalho. "iSight: A Smart Clothing Management System to Empower Blind and Visually Impaired Individuals". Information (2025): https://doi.org/10.3390/info16050383.
    10.3390/info16050383
  2. Daniel Rocha; Leandro Montenegro Pinto; José Machado; Filomena Soares; Vítor Carvalho. "Using Object Detection Technology to Identify Defects in Clothing for Blind People". Sensors (2023): https://www.mdpi.com/1424-8220/23/9/4381.
    10.3390/s23094381
  3. Daniel Rocha; Joao Alves; Vitor Lopes; Jennifer P. Teixeira; Paulo A. Fernandes; Mauro Costa; Modesto Morais; Pedro M. P. Salome. "Multidefect Detection Tool for Large-Scale PV Plants: Segmentation and Classification". IEEE Journal of Photovoltaics (2023): https://doi.org/10.1109/JPHOTOV.2023.3236188.
    10.1109/JPHOTOV.2023.3236188
  4. Daniel Rocha; Filomena Soares; Eva Oliveira; Vítor Carvalho. "Blind People: Clothing Category Classification and Stain Detection Using Transfer Learning". Applied Sciences (2023): https://www.mdpi.com/2076-3417/13/3/1925.
    10.3390/app13031925
  5. Rocha, Daniel. "Development of an Automatic Combination System of Clothing Parts for Blind People: MyEyes". Sensors & Transducers, Vol 219, Iss 1, Pp 26-33 (2018) 219 1 (2018): 26-33. https://doaj.org/article/13305979d3ae465fa33195d80ded54de.

Other

Other output
  1. MyEyes-automatic combination system of clothing parts to blind people: First insights. 2017. Rocha, Daniel. http://search.ebscohost.com/login.aspx?direct=true{\&}db=edseee{\&}AN=edseee.7939298{\&}site=eds-live.
    10.1109/SeGAH.2017.7939298
Activities

Supervision

Thesis Title
Role 		Degree Subject (Type)
Institution / Organization
2022 - 2023 MyEyes – Fashion
Supervisor
Instituto Politécnico do Cávado e do Ave, Portugal
2022 - 2022 Automation of Advanced Optoelectronic Measurements
Co-supervisor
Instituto Politécnico do Cávado e do Ave, Portugal
2022 - 2022 MyEyes – Tag
Supervisor
Instituto Politécnico do Cávado e do Ave, Portugal
2022 - 2022 MyEyes Eletrical Car
Supervisor
Instituto Politécnico do Cávado e do Ave, Portugal
Distinctions

Award

2017 Best Paper Award

Other distinction

2017 Honorable Mention
Instituto Politécnico do Cávado e do Ave, Portugal