Using Deep Learning and Google Street View to Estimate the Demographic Makeup of the US

22 February 2017

Li Fei-Fei

Papers citing "Using Deep Learning and Google Street View to Estimate the Demographic Makeup of the US"

50 / 86 papers shown

Title
Artifacts of Idiosyncracy in Global Street View Data Tim Alpherts Sennay Ghebreab N. V. Noord 3DPC 7 0 0 16 May 2025
Generative AI for Urban Planning: Synthesizing Satellite Imagery via Diffusion Models Qingyi Wang Y. Liang Yunhan Zheng Kaiyuan Xu Jinhua Zhao Shenhao Wang 21 0 0 13 May 2025
Streetscape Analysis with Generative AI (SAGAI): Vision-Language Assessment and Mapping of Urban Scenes Joan Perez Giovanni Fusco 20 0 0 23 Apr 2025
Visual Chronicles: Using Multimodal LLMs to Analyze Massive Collections of Images Boyang Deng Songyou Peng Kyle Genova Gordon Wetzstein Noah Snavely Leonidas J. Guibas Thomas Funkhouser HAI 151 0 0 11 Apr 2025
EMPLACE: Self-Supervised Urban Scene Change Detection Tim Alpherts Sennay Ghebreab N. V. Noord 38 0 0 22 Mar 2025
Bayesian Modeling of Zero-Shot Classifications for Urban Flood Detection Matt W Franchi N. Garg Wendy Ju Emma Pierson 55 1 0 18 Mar 2025
Urban Safety Perception Through the Lens of Large Multimodal Models: A Persona-based Approach Ciro Beneduce Bruno Lepri Massimiliano Luca 39 0 0 01 Mar 2025
VLMs as GeoGuessr Masters: Exceptional Performance, Hidden Biases, and Privacy Risks Jingyuan Huang Jen-tse Huang Ziyi Liu Xiaoyuan Liu Wenxuan Wang Jieyu Zhao 50 1 0 16 Feb 2025
Predicting household socioeconomic position in Mozambique using satellite and household imagery Carles Milà Teodimiro Matsena Edgar Jamisse Jovito Nunes Quique Bassat Paula Petrone Elisa Sicuri Charfudin Sacoor Cathryn Tonne 24 0 0 13 Nov 2024
Paved or unpaved? A Deep Learning derived Road Surface Global Dataset from Mapillary Street-View Imagery Sukanya Randhawa Eren Aygun Guntaj Randhawa Benjamin Herfort Sven Lautenbach Alexander Zipf 26 0 0 24 Oct 2024
URSimulator: Human-Perception-Driven Prompt Tuning for Enhanced Virtual Urban Renewal via Diffusion Models Chuanbo Hu Shan Jia Xin Li 29 1 0 22 Sep 2024
Fair Recommendations with Limited Sensitive Attributes: A Distributionally Robust Optimization Approach Tianhao Shi Yang Zhang Jizhi Zhang Fuli Feng Xiangnan He 36 0 0 02 May 2024
A novel decision fusion approach for sale price prediction using Elastic Net and MOPSO Amir Eshaghi Chaleshtori 25 0 0 29 Mar 2024
Fingerprinting New York City's Scaffolding Problem with Longitudinal Dashcam Data Dorin Shapira Matt W Franchi Wendy Ju 35 4 0 09 Feb 2024
Towards Urban General Intelligence: A Review and Outlook of Urban Foundation Models Weijiao Zhang Jindong Han Zhao Xu Hang Ni Hao Liu Hui Xiong Hui Xiong AI4CE 77 15 0 30 Jan 2024
Open-source data pipeline for street-view images: a case study on community mobility during COVID-19 pandemic M. Martell Nick Terry Ribhu Sengupta Chris Salazar Nicole A. Errett Scott B. Miles J. Wartman Youngjun Choe 19 3 0 23 Jan 2024
Digital Divides in Scene Recognition: Uncovering Socioeconomic Biases in Deep Learning Systems Michelle R. Greene Mariam Josyula Wentao Si Jennifer A. Hart 42 0 0 23 Jan 2024
Do We Really Even Need Data? Kentaro Hoffman Stephen Salerno Awan Afiaz J. Leek Tyler H. McCormick 17 4 0 14 Jan 2024
CityPulse: Fine-Grained Assessment of Urban Change with Street View Time Series Tianyuan Huang Zejia Wu Jiajun Wu Jackelyn Hwang Ram Rajagopal AI4TS 19 4 0 02 Jan 2024
GeoAI in Social Science Wenwen Li AI4CE 17 4 0 19 Dec 2023
Zero-shot Building Attribute Extraction from Large-Scale Vision and Language Models Fei Pan Sangryul Jeon Brian Wang Frank Mckenna Stella X. Yu 44 2 0 19 Dec 2023
Artificial Intelligence and Human Geography Song Gao AI4CE 13 1 0 14 Dec 2023
Bridging the Digital Divide: Performance Variation across Socio-Economic Factors in Vision-Language Models Joan Nwatu Oana Ignat Rada Mihalcea 18 9 0 09 Nov 2023
CausalImages: An R Package for Causal Inference with Earth Observation, Bio-medical, and Social Science Images Connor Jerzak Adel Daoud CML 11 2 0 30 Sep 2023
Granularity at Scale: Estimating Neighborhood Socioeconomic Indicators from High-Resolution Orthographic Imagery and Hybrid Learning Ethan Brewer Giovani Valdrighi Antonio Longa Joao Rulff Andrea Passerini Zhonghui Lv Manfred Jaeger Claudio Silva 13 0 0 28 Sep 2023
Self-supervised learning unveils change in urban housing from street-level images Steven Stalder Michele Volpi Nicolas Büttner Stephen Law K. Harttgen Esra Suel SSL 21 5 0 20 Sep 2023
AutoLTS: Automating Cycling Stress Assessment via Contrastive Learning and Spatial Post-processing Bo Lin Shoshanna Saxe Timothy C. Y. Chan HAI 43 0 0 15 Aug 2023
Street View Data Collection Design for Disaster Reconnaissance Nicole A. Errett J. Wartman Scott B. Miles Ben Silver M. Martell Youngjun Choe 14 2 0 09 Aug 2023
Explainable GeoAI: Can saliency maps help interpret artificial intelligence's learning process? An empirical study on natural feature detection Chia-Yu Hsu Wenwen Li AAML FAtt 11 34 0 16 Mar 2023
Deep hybrid model with satellite imagery: how to combine demand modeling and computer vision for behavior analysis? Qingyi Wang Shenhao Wang Yunhan Zheng Hongzhou Lin Xiaohu Zhang Jinhua Zhao Joan Walker 13 9 0 07 Mar 2023
Knowledge-infused Contrastive Learning for Urban Imagery-based Socioeconomic Prediction Yu Liu Xin Zhang Jingtao Ding Yanxin Xi Yong Li 11 34 0 25 Feb 2023
Detecting Neighborhood Gentrification at Scale via Street-level Visual Data Tianyuan Huang Timothy Dai Zhecheng Wang Hesu Yoon Hao Sheng Andrew Y. Ng Ram Rajagopal Jackelyn Hwang 20 4 0 04 Jan 2023
Urban Visual Intelligence: Studying Cities with AI and Street-level Imagery Zhanga Fan Arianna Salazar Miranda Fábio Duarte Lawrence J. Vale G. Hack Min Chen Yu Liu M. Batty C. Ratti 14 4 0 02 Jan 2023
City-Wide Perceptions of Neighbourhood Quality using Street View Images Emily Muller Emily Gemmell Ishmam Choudhury Ricky Nathvani A. B. Metzler J. Bennett Emily L. Denton Seth Flaxman M. Ezzati 8 1 0 22 Nov 2022
Combining deep learning and crowdsourcing geo-images to predict housing quality in rural China Weipan Xu Yu Gu Yifan Chen Yongtian Wang Weihuan Deng Xun Li 15 6 0 15 Aug 2022
Computer vision-based analysis of buildings and built environments: A systematic review of current approaches Małgorzata B. Starzyńska-Grześ Robin Roussel Sam Jacoby Ali Asadipour 3DV 19 6 0 01 Aug 2022
Estimating building energy efficiency from street view imagery, aerial imagery, and land surface temperature data Kevin Mayer Lukas Haas Tianyuan Huang Juan Bernabé-Moreno Ram Rajagopal Martin Fischer 21 22 0 05 Jun 2022
Visual Perception of Building and Household Vulnerability from Streets Chaofeng Wang S. Antos Jessica Grayson Gosling Goldsmith L. Triveno 4 0 0 28 May 2022
Using Social Media Images for Building Function Classification E. J. Hoffmann Karam Abdulahhad Xiao Xiang Zhu 21 26 0 15 Feb 2022
Predicting the impact of urban change in pedestrian and road safety Cristina Bustos Daniel Rhoads Àgata Lapedriza Javier Borge-Holthoefer Albert Solé-Ribalta HAI 11 0 0 03 Feb 2022
A Non-Expert's Introduction to Data Ethics for Mathematicians M. A. Porter FaML 22 3 0 18 Jan 2022
Incidents1M: a large-scale dataset of images with natural disasters, damage, and incidents Ethan Weber Dim P. Papadopoulos Àgata Lapedriza Ferda Ofli Muhammad Imran Antonio Torralba 64 23 0 11 Jan 2022
Monitoring crop phenology with street-level imagery using computer vision R. d’Andrimont M. Yordanov Laura Martinez-Sanchez M. Velde 19 25 0 16 Dec 2021
SustainBench: Benchmarks for Monitoring the Sustainable Development Goals with Machine Learning Christopher Yeh Chenlin Meng Sherrie Wang Anne Driscoll Erik Rozi Patrick Liu Jihyeon Janel Lee Marshall Burke David B. Lobell Stefano Ermon 64 56 0 08 Nov 2021
Explainable, automated urban interventions to improve pedestrian and vehicle safety Cristina Bustos Daniel Rhoads Albert Solé-Ribalta David Masip Alexandre Arenas Àgata Lapedriza Javier Borge-Holthoefer 23 27 0 22 Oct 2021
Classification of Urban Morphology with Deep Learning: Application on Urban Vitality Wangyang Chen Abraham Noah Wu Filip Biljecki 23 98 0 07 May 2021
Learning Neighborhood Representation from Multi-Modal Multi-Graph: Image, Text, Mobility Graph and Beyond Tianyuan Huang Zhecheng Wang Hao Sheng Andrew Y. Ng Ram Rajagopal AI4TS 21 10 0 06 May 2021
Surveilling Surveillance: Estimating the Prevalence of Surveillance Cameras with Street View Data Hao Sheng Keniel Yao Sharad Goel HAI 11 16 0 04 May 2021
Uncovering commercial activity in informal cities Daniel Straulino Juan C. Saldarriaga J. A. Gómez J. Duque N. O’Clery 6 5 0 09 Apr 2021
Automatic Large Scale Detection of Red Palm Weevil Infestation using Aerial and Street View Images Dima Kagan G. Alpert Michael Fire 32 10 0 06 Apr 2021