Search Results - subject:"Computer Vision"

Using machine learning to create a property tax roll : evidence from the city of Kananga, DR Congo

Bergeron, Augustin; Fournier, Arnaud; Kabeya Kabeya, John; … - 2023

Persistent link: https://www.econbiz.de/10014440206

Mapping socioeconomic conditions using satellite imagery : a computer vision approach for developing countries

Arshad, Arslan; Zulfiqar, Junaid; Zaib, Muhammad Hassan; … - In: Journal of economy and technology 1 (2023), pp. 144-163

. This thesis aims to build a computer vision system that can automat- ically extract information about poverty from publicly …

Persistent link: https://www.econbiz.de/10014555511

"Seeing" the future : improving macroeconomic forecasts with spatial data and recurrent convolutional neural networks

Leslie, Jonathan - 2023

Persistent link: https://www.econbiz.de/10014249871

Testing machine learning systems in real estate

Wan, Wayne Xinwei; Lindenthal, Thies - In: Real estate economics 51 (2023) 3, pp. 754-778

Persistent link: https://www.econbiz.de/10014253865

Improving automated visual fault inspection for semiconductor manufacturing using a hybrid multistage system of deep neural networks

Schlosser, Tobias; Friedrich, Michael; Beuth, Frederik; … - In: Journal of Intelligent Manufacturing 33 (2022) 4, pp. 1099-1123

manufacturing defects by leveraging the power of artificial intelligence and computer vision systems, enabling manufacturers to … classical computer vision approaches, whereas more novel systems deploy deep learning based ones. However, a persistent problem … the finest structures within pixel size via a classical computer vision pipeline, while the classification process is …

Persistent link: https://www.econbiz.de/10015192812

Position paper on ethical, legal and social challenges linked to audio- and video-based AAL solutions

Ake-Kob, Alin; Aleksic, Slavisa; Alexin, Zoltán; … - 2022

In this position paper, we have used Alan Cooper's persona technique to illustrate the utility of audio- and video-based AAL technologies. Therefore, two primary examples of potential audio- and video-based AAL users, Anna and Irakli, serve as reference points for describing salient ethical,...

Persistent link: https://www.econbiz.de/10013448151

Towards accountability in machine learning applications: A system-testing approach

Wan, Wayne Xinwei; Lindenthal, Thies - 2022

A rapidly expanding universe of technology-focused startups is trying to change and improve the way real estate markets operate. The undisputed predictive power of machine learning (ML) models often plays a crucial role in the 'disruption' of traditional processes. However, an accountability gap...

Persistent link: https://www.econbiz.de/10012876070

State of the Art of Audio- and Video-Based Solutions for AAL

Aleksic, Slavisa; Atanasov, Michael; Agius, Jean Calleja; … - 2022

It is a matter of fact that Europe is facing more and more crucial challenges regarding health and social care due to the demographic change and the current economic context. The recent COVID-19 pandemic has stressed this situation even further, thus highlighting the need for taking action....

Persistent link: https://www.econbiz.de/10013166087

Visual Representation and Stereotypes in News Media

Ash, Elliott; Durante, Ruben; Grebenshchikova, Maria; … - 2022

We propose a new method for measuring gender and ethnic stereotypes in news reports. By combining computer vision and …

Persistent link: https://www.econbiz.de/10013266651

Design Knowledge for Deep-Learning-Enabled Image-Based Decision Support Systems

Landwehr, Julius Peter; Kühl, Niklas; Walk, Jannis; … - In: Business & Information Systems Engineering 64 (2022) 6, pp. 707-728

With the ever-increasing societal dependence on electricity, one of the critical tasks in power supply is maintaining the power line infrastructure. In the process of making informed, cost-effective, and timely decisions, maintenance engineers must rely on human-created, heterogeneous,...

Persistent link: https://www.econbiz.de/10015178306