Detailed Information

Research Field/Keywords for Research Field

• Regenerative Urban design, Historic Urban Landscape, Vernacular rchitecture

Education

• 2020/09, Saga University, Faculty of science and engineering, departement of civil engineering and architecture, Graduated

Awards

• 日本都市計画学会九州支部研究発表会(口頭発表セッ ション)最優秀賞受賞 （2021/04）

Themes for Ongoing Research

• Development of an automatic tool for the recognition and classification of Historical Urban Landscape using Deep Learning
• an innovative historical building classification learning system using unsupervied learning

Research Themes in the Past

• Development of an automatic tool for the recognition and classification of Historical Urban Landscape using Deep Learning

Research Topics and Results

• Quality of integration of a building in an urban heritage area: Evaluation of the impact of the variation of parameters on the accuracy of a deep learning method 2019/09

Original Articles

• A basic analysis on urban landscape continuity in a lowland urban heritage using deep learning-based method;　2020/09
  ANNOUNCEMENT INFO.;　, 22, 2, 192-200
  AUTHOR;　M.R. Derbel, J. Makhlouf, N. Mishima
  
• Quality of integration of a building in an urban heritage area: Evaluation of the impact of the variation of parameters on the accuracy of a deep learning method;　2020/03
  ANNOUNCEMENT INFO.;　
  AUTHOR;　M.R. Derbel, N. Mishima
  
• Quality of integration of a building in an urban heritage area: Evaluation of the impact of the variation of parameters on the accuracy of a deep learning method;　2019/09
  ANNOUNCEMENT INFO.;　
  AUTHOR;　
  
• Comparing building exterior design perception regarding the integration in an urban preservation area;　2018/12
  ANNOUNCEMENT INFO.;　
  AUTHOR;　M.R. Derbel, N. Mishima,
  
• Comparative analysis of different landscaping approach in a traditional area from the perspective of architectural insertion;　2016/09
  ANNOUNCEMENT INFO.;　
  AUTHOR;　M.R. Derbel, N. Mishima