Solving visual pollution with deep learning: A new nexus in environmental management

N Ahmed, MN Islam, AS Tuba, MRC Mahdy… - Journal of environmental …, 2019 - Elsevier
Visual pollution is a relatively new concern amidst the existing plethora of mainstream
environmental pollution, recommending the necessity for research to conceptualize,
formalize, quantify and assess it from different dimensions. The purpose of this study is to
create a new field of automated visual pollutant classification, harnessing the technological
prowess of the 21 st century for applications in environmental management. From the wide
range of visual pollutants, four categories have been considered viz.(i) billboards and …

Solving visual pollution with deep learning: a new nexus in environmental management.

NA Nahian Ahmed, MN Islam, AS Tuba, MRC Mahdy… - 2019 - cabidigitallibrary.org
Visual pollution is a relatively new concern amidst the existing plethora of mainstream
environmental pollution, recommending the necessity for research to conceptualize,
formalize, quantify and assess it from different dimensions. The purpose of this study is to
create a new field of automated visual pollutant classification, harnessing the technological
prowess of the 21st century for applications in environmental management. From the wide
range of visual pollutants, four categories have been considered viz.(i) billboards and …
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