Adnan Firoze

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Publications (3)

Where Are the City Trees? Monitoring Urban Trees across the U.S. Using Generative AI (Firoze et al. 2026)

Firoze, A., Uppala, A., Darling, L., Yeh, R. A., Benes, B., Hardiman, B., Fei, S., & Aliaga, D. (2026). Where Are the City Trees? Monitoring Urban Trees across the U.S. Using Generative AI. Communications of the ACM, 69(4), 50–59. https://doi.org/10.1145/3762636

@article{Firoze26CACM, author = {Firoze, Adnan and Uppala, Akshaj and Darling, Lindsay and Yeh, Raymond A. and Benes, Bedrich and Hardiman, Brady and Fei, Songlin and Aliaga, Daniel}, title = {Where Are the City Trees? Monitoring Urban Trees across the U.S. Using Generative AI}, year = {2026}, issue_date = {April 2026}, publisher = {Association for Computing Machinery}, address = {New York, NY, USA}, volume = {69}, number = {4}, issn = {0001-0782}, doi = {10.1145/3762636}, journal = {Communications of the ACM}, month = mar, pages = {50–59}, numpages = {10}, image = {Firoze-CACM-2026-Where.jpg}, pdf = {Firoze-CACM-2026-Where.pdf} }

Tree Instance Segmentation With Temporal Contour Graph (Firoze et al. 2023)

Firoze, A., Wingren, C., Yeh, R. A., Benes, B., & Aliaga, D. (2023). Tree Instance Segmentation With Temporal Contour Graph. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2193–2202.

@inproceedings{Firoze_2023_CVPR, author = {Firoze, Adnan and Wingren, Cameron and Yeh, Raymond A. and Benes, Bedrich and Aliaga, Daniel}, title = {Tree Instance Segmentation With Temporal Contour Graph}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, month = jun, year = {2023}, pages = {2193-2202}, pdf = {Firoze-CVPR-2023-Tree_Instance_Segmentation_with_Temporal_Contour_Graph.pdf}, image = {Firoze-CVPR-2023-Tree_Instance_Segmentation_with_Temporal_Contour_Graph.jpg} }

Urban Tree Generator: Spatio-Temporal and Generative Deep Learning for Urban Tree Localization and Modeling (Firoze et al. 2022)

Firoze, A., Benes, B., & Aliaga, D. (2022). Urban Tree Generator: Spatio-Temporal and Generative Deep Learning for Urban Tree Localization and Modeling. The Visual Computer. https://doi.org/10.1007/s00371-022-02526-x

@article{CGI22_TVCJ_uToT, author = {Firoze, Adnan and Benes, Bedrich and Aliaga, Daniel}, year = {2022}, month = sep, title = {Urban Tree Generator: Spatio-Temporal and Generative Deep Learning for Urban Tree Localization and Modeling}, journal = {The Visual Computer}, url = {https://github.com/adnan0819/Urban-Tree-%20Generator/}, doi = {10.1007/s00371-022-02526-x}, pdf = {Firoze_Benes_Aliaga_TCVJ_CGI_22___Urban_Tree_Generator.pdf}, image = {Firoze_Benes_Aliaga_TCVJ_CGI_22___Urban_Tree_Generator.jpg} }