Current Research
![Boston_small Boston_small](https://www.maryamhosseini.me/wp-content/uploads/elementor/thumbs/Boston_small-qlbys7lt9fbpi8mc2flfhtxqfd72t5kanedkg5apsk.png)
Tile2Net
Automated extraction of sidewalk networks from aerial Imagery using Computer vision
![heat_exposure_index heat_exposure_index](https://www.maryamhosseini.me/wp-content/uploads/elementor/thumbs/heat_exposure_index-e1701227225811-qlbysbd60rgusogvgh7xrszkswojnxz7zwzid9553o.png)
Heat Exposure Analysis
Sidewalk-level Pedestrian heat exposure
![](https://www.maryamhosseini.me/wp-content/uploads/2023/12/results.png)
CitySurfaces
City-Scale Semantic Segmentation Sidewalk Materials
![Sidewalk_ballet Sidewalk_ballet](https://www.maryamhosseini.me/wp-content/uploads/elementor/thumbs/IMG_1672_small-qlbys9hhn3ea5gjlrgeomtgnm4xt8jrrbnojep7xg4.png)
Sidewalk Ballet
large-scale analysis of social interactions on urban streets
![netfix_small netfix_small](https://www.maryamhosseini.me/wp-content/uploads/elementor/thumbs/netfix_small-qlbysbd60rgusogvgh7xrszkswojnxz7zwzid9553o.png)
Automated Topology Fix
Algorithmic Approaches for automated fixing of network topology issues
![IMG_8509 NYC Walks](https://www.maryamhosseini.me/wp-content/uploads/elementor/thumbs/IMG_8509-qlbys9hhn3ea5gjlrgeomtgnm4xt8jrrbnojep7xg4.png)
NYC Walks
Pedestrian Flow Estimation & Scenario Analysis
![multimodal multimodal](https://www.maryamhosseini.me/wp-content/uploads/elementor/thumbs/multimodal-qlbyse6ol9kprics00ftha9yl2anb1af0axyt30yl0.png)
Scalable Multimodal Poverty Estimation
Using Machine Learning Techniques and Geocoded Features for Poverty Targeting the Republic of the Congo
![Screenshot 2023-12-01 at 11.15.05 PM Screenshot 2023-12-01 at 11.15.05 PM](https://www.maryamhosseini.me/wp-content/uploads/elementor/thumbs/Screenshot-2023-12-01-at-11.15.05-PM-qlbyse6ol9kprics00ftha9yl2anb1af0axyt30yl0.png)
AI-Informed Vulnerability Index
generating robust wealth estimates at a granular level in Zambia
![measuerement-teaser measuerement-teaser](https://www.maryamhosseini.me/wp-content/uploads/elementor/thumbs/measuerement-teaser-qlbys5q4vr94v0p2des6cuet8lgcdrctz52lhldi50.png)
AccessMeter
Developing Accessibility index for people with disabilities