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\n\n \n \n \n \n \n \n That Was Close: A Video-Based Safety Assessment of Signalized Traffic Intersections along a High-Speed Corridor.\n \n \n \n \n\n\n \n Fleischer, J.; Lopez, H.; Krause, K.; Banerjee, T.; Li, M.; Rangarajan, A.; and Ranka, S.\n\n\n \n\n\n\n Presented at the Transportation Research Board 2025 Annual Meeting, Washington, D.C., 2025.\n
Presentation TRBAM-25-04897; Session code B500\n\n
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@misc{fleischer2025close_safety_assessment,\n author = {Fleischer, Jacques and Lopez, Heriberto and Krause, Kenneth and Banerjee, Tania and Li, Min-Tang and Rangarajan, Anand and Ranka, Sanjay},\n title = {That Was Close: A Video-Based Safety Assessment of Signalized Traffic Intersections along a High-Speed Corridor},\n howpublished = {Presented at the Transportation Research Board 2025 Annual Meeting, Washington, D.C.},\n year = {2025},\n note = {Presentation TRBAM-25-04897; Session code B500},\n url = {https://onlinepubs.trb.org/onlinepubs/am/SessionsEvents.pdf#page=222&search=%22That%20Was%20Close%22}\n}\n\n\n
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\n\n \n \n \n \n \n CHEER: Calculating Holistic Energetic Emissions on Route — A Fine-Grained, Quasi-Real-Time System for Computing the Energy and Emission Impact of Personal Transportation.\n \n \n \n\n\n \n Wheelis, A. R.; Schultz, N.; Greenlee, J.; Fleischer, J.; Grassi, L.; and Shankari, K.\n\n\n \n\n\n\n 2025.\n
Submitted to the National Bureau of Economic Research Conference on Data Infrastructure for Decarbonizing Transportation\n\n
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@unpublished{wheelis2025cheer,\n title={CHEER: Calculating Holistic Energetic Emissions on Route — A Fine-Grained, Quasi-Real-Time System for Computing the Energy and Emission Impact of Personal Transportation},\n author={Wheelis, Abigail R. and Schultz, Natalie and Greenlee, Jack and Fleischer, Jacques and Grassi, Louis and Shankari, K.},\n note={Submitted to the National Bureau of Economic Research Conference on Data Infrastructure for Decarbonizing Transportation},\n year={2025}\n}\n\n\n
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\n\n \n \n \n \n \n \n Battle of the YOLOs - Augmenting and Benchmarking Fisheye Camera YOLO Models for Traffic Intersection Object Detection.\n \n \n \n \n\n\n \n Fleischer, J.; Dominguez, J.; Kumik, A.; Thakur, S.; von Laszewski, G.; and Ranka, S.\n\n\n \n\n\n\n
UF Journal of Undergraduate Research, 27. November 2025.\n
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@article{Fleischer2025,\n title = {Battle of the YOLOs - Augmenting and Benchmarking Fisheye Camera YOLO Models for Traffic Intersection Object Detection},\n volume = {27},\n ISSN = {2638-0668},\n url = {http://dx.doi.org/10.32473/ufjur.27.139103},\n DOI = {10.32473/ufjur.27.139103},\n journal = {UF Journal of Undergraduate Research},\n publisher = {University of Florida George A Smathers Libraries},\n author = {Fleischer, Jacques and Dominguez, Julian and Kumik, Artur and Thakur, Sargam and von Laszewski, Gregor and Ranka, Sanjay},\n year = {2025},\n month = nov \n}\n\n\n
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\n\n \n \n \n \n \n \n Evaluating R10-15a Sign Effects on Pedestrian–Vehicle Conflicts Via a YOLO-Based Traffic Video Pipeline.\n \n \n \n \n\n\n \n Fleischer, J. P.\n\n\n \n\n\n\n Undergraduate Honors Thesis, University of Florida, 2025.\n
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@thesis{Fleischer2025R1015a,\n author = {Fleischer, Jacques Phillipe},\n title = {Evaluating R10-15a Sign Effects on Pedestrian--Vehicle Conflicts Via a YOLO-Based Traffic Video Pipeline},\n school = {University of Florida},\n year = {2025},\n type = {Undergraduate Honors Thesis},\n url = {https://ufdc.ufl.edu/aa00114425/00001},\n language = {English}\n}\n\n\n
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\n\n \n \n \n \n \n \n Near-Miss Traffic Incident Identification System at Signalized Intersections for Proactive Roadway Safety Analytics and Mobility Enhancement – A Pilot Study.\n \n \n \n \n\n\n \n Rangarajan, A.; and Ranka, S.\n\n\n \n\n\n\n Technical Report University of Florida, September 2025.\n
Prepared for Broward County, Florida (BCF #202, AGR00025372). With substantial contributions from Jacques Fleischer (analysis, system development, and primary drafting).\n\n
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@techreport{rangarajan2025nearmiss,\n title={Near-Miss Traffic Incident Identification System at Signalized Intersections for Proactive Roadway Safety Analytics and Mobility Enhancement -- A Pilot Study},\n author={Rangarajan, Anand and Ranka, Sanjay},\n institution={University of Florida},\n year={2025},\n month={September},\n url={https://acbrowardmetro-my.sharepoint.com/:b:/g/personal/info_browardmpo_org/IQBtxtmDrDyeRK6eLZUSeNRGAQhUJ7la-g2ntlaYsTKvWMM?e=meZw1q},\n note={Prepared for Broward County, Florida (BCF \\#202, AGR00025372). With substantial contributions from Jacques Fleischer (analysis, system development, and primary drafting).}\n}\n\n\n
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\n\n \n \n \n \n \n \n Assessing R10-15a Signage Impact on Pedestrian-Involved Near Misses at Signalized Intersections Using Machine Learning.\n \n \n \n \n\n\n \n Fleischer, J.\n\n\n \n\n\n\n In
Gulf Coast Undergraduate Research Symposium (GCURS), Houston, Texas, 2025. \n
Oral presentation\n\n
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@inproceedings{fleischer2025gcurs,\n author = {Fleischer, Jacques},\n title = {Assessing R10-15a Signage Impact on Pedestrian-Involved Near Misses at Signalized Intersections Using Machine Learning},\n booktitle = {Gulf Coast Undergraduate Research Symposium (GCURS)},\n year = {2025},\n date = {2025-10-18},\n address = {Houston, Texas},\n note = {Oral presentation},\n url = {https://whova.com/embedded/session/aBVWhJZcX036QI4XSXVdon-NdkjdPq3EdEee6V0%40lBk%3D/4919397/?widget=primary}\n}\n
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