Author

David Koch

Observed names: D. Koch, Koch, David

Observed institutions: University of Cologne, CBS University of Applied Sciences, University of Applied Sciences Kufstein

ORCID: 0000-0003-2021-4025

Observed ORCID: 0000-0003-2021-4025

OpenAlex ID: A5089027687

Automatic Prediction of Building Age from Photographs

2018 · Matthias Zeppelzauer, Miroslav Despotovic, et al. · International Conference on Multimedia Retrieval · 65

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Real Estate Image Analysis: A Literature Review

2019 · David Koch, Miroslav Despotovic, et al. · Journal of Real Estate Literature · 30

Prediction and analysis of heating energy demand for detached houses by computer vision

2019 · Miroslav Despotovic, David Koch, et al. · Energy and Buildings · 27

On the Robustness and Generalization Ability of Building Footprint Extraction on the Example of SegNet and Mask R-CNN

2023 · Muntaha Sakeena, Eric Stumpe, et al. · Remote Sensing · 11

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Where do university graduates live? – A computer vision approach using satellite images

2021 · David Koch, Miroslav Despotovic, et al. · Applied Intelligence · 10

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Leveraging supplementary modalities in automated real estate valuation using comparative judgments and deep learning

2023 · Miroslav Despotovic, David Koch, et al. · Journal of European real estate research · 9

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Towards Automated Real Estate Assessment from Satellite Images with CNNs.

2017 · Valentin Muhr, Miroslav Despotović, et al. · 8

The influence of estate agencies’ location and time on Internet

2015 · David Koch, Gunther Maier · Review of Regional Research · 8

Poster abstract: predicting heating energy demand by computer vision

2017 · Miroslav Despotovic, Muntaha Sakeena, et al. · Computer Science - Research and Development · 7

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Real Estate Pictures: The Role of Furniture Preferences in Subjective Valuation

2023 · Simon Thaler, David Koch · Journal of Housing Research · 5

Order versus disorder – the impact on value estimates of durable consumption goods

2020 · David Koch, Simon Thaler, et al. · Applied Economics Letters · 5

Using the Wisdom of the Crowd to Improve the Condition Assessment of Residential Real Estate

2024 · David Koch, Michael J. Seiler, et al. · Journal of Real Estate Research · 4

Pitfall benchmarking of cleaning costs in hospitals

2019 · David Koch, Sabrina Eitzinger · Journal of Facilities Management · 4

Cost-Effective Refurbishment of Residential Buildings in Austria

2017 · E. Stocker, D. Koch · Elsevier eBooks · 4

Quantifying the economic impact of nature, recreation and heritage: a spatial assessment of land prices in alpine tourism regions

2025 · Miroslav Despotovic, David Koch · Spatial Information Research · 3

Integration of energy efficiency and LCC into property valuation practise - Transforming green features into values

2009 · Sven Bienert, David Steixner, et al. · University of Regensburg Publication Server (University of Regensburg) · 3

Linking repeated subjective judgments and ConvNets for multimodal assessment of the immediate living environment

2024 · Miroslav Despotovic, David Koch, et al. · MethodsX · 2

From platforms to price: the impact of condition prediction using computer vision on real estate pricing models

2025 · David Koch, Miroslav Despotovic, et al. · Journal of European real estate research · 1

Classification of External Building Photos - Integration into a Simple Hedonic Pricing Model

2021 · David Koch, Miroslav Despotovic, et al. · Annual European Real Estate Society Conference (ERES) · 1

Einflussfaktoren der Nutzerzufriedenheit aus Sicht des FM - ein internationaler, systematischer Literaturüberblick

2014 · Busko, Sabrina, Huber, Christian, et al. · reposiTUm (TU Wien) · 1

Digitales Nachhaltigkeitsmanagement

2026 · Koch, David, :unav · Fraunhofer-Publica (Fraunhofer-Gesellschaft)

Wisdom of the Crowd vs. AI Influence:The Role of Image Manipulation in Real Estate Valuation

2025 · David Koch, Simon Thaler, et al. · Annual European Real Estate Society Conference (ERES)

Beyond satellite imagery: the influence of map representations on socio-economic prediction

2024 · David Koch, Simon Thaler, et al. · Remote Sensing Letters

Enhancing the Validation of Automated Valuation Models (AVMs) through Wisdom of the Crowd

2024 · Simon Thaler, David Koch · Annual European Real Estate Society Conference (ERES)

Multimodal Information Fusion for the Prediction of the Condition of Condominiums

2023 · Wolfgang Brunauer, Miroslav Despotovic, et al. · Annual European Real Estate Society Conference (ERES)

Works count: 40

Citation count: 208

H-index: 8

I10-index: 5