Emotional-Health-Oriented Urban Design: A Novel Collaborative Deep Learning Framework for Real-Time Landscape Assessment by Integrating Facial Expression Recognition and Pixel-Level Semantic Segmentation
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- Seth G. Benzell & Avinash Collis & Christos Nicolaides, 2020.
"Rationing social contact during the COVID-19 pandemic: Transmission risk and social benefits of US locations,"
Proceedings of the National Academy of Sciences, Proceedings of the National Academy of Sciences, vol. 117(26), pages 14642-14644, June.
- Benzell, Seth G. & Collis, Avinash & Nicolaides, Christos, 2020. "Rationing Social Contact During the COVID-19 Pandemic: Transmission Risk and Social Benefits of US Locations," OSF Preprints d64vm, Center for Open Science.
- Ge Chen & Jiaying Shi & Yiping Xia & Katsunori Furuya, 2020. "The Sustainable Development of Urban Cultural Heritage Gardens Based on Tourists’ Perception: A Case Study of Tokyo’s Cultural Heritage Gardens," Sustainability, MDPI, vol. 12(16), pages 1-14, August.
- Michelle C. Kondo & Jaime M. Fluehr & Thomas McKeon & Charles C. Branas, 2018. "Urban Green Space and Its Impact on Human Health," IJERPH, MDPI, vol. 15(3), pages 1-28, March.
- Linjia Wu & Qidi Dong & Shixian Luo & Wenyuan Jiang & Ming Hao & Qibing Chen, 2021. "Effects of Spatial Elements of Urban Landscape Forests on the Restoration Potential and Preference of Adolescents," Land, MDPI, vol. 10(12), pages 1-16, December.
- Helena Nordh & Caroline M. Hagerhall & Kenneth Holmqvist, 2013. "Tracking Restorative Components: Patterns in Eye Movements as a Consequence of a Restorative Rating Task," Landscape Research, Taylor & Francis Journals, vol. 38(1), pages 101-116, February.
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- Tytti P. Pasanen & Anna Kajosaari, 2023. "Special Issue: Place, Space, and Mental Health," IJERPH, MDPI, vol. 20(6), pages 1-3, March.
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Keywords
urban green space; landscape assessment; deep learning; facial expression recognition; semantic segmentation;All these keywords.
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