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@inproceedings{li2016robust,
title={Robust vehicle tracking for urban traffic videos at intersections},
author={Li, C and Chiang, A and Dobler, Gregory and Wang, Y and Xie, Kun and Ozbay, Kaan and Ghandehari, Masoud and Zhou, J and Wang, D},
booktitle={Advanced Video and Signal Based Surveillance (AVSS), 2016 13th IEEE International Conference on},
pages={207--213},
year={2016},
organization={IEEE},
url={http://ieeexplore.ieee.org/abstract/document/7738075/}
}
@inproceedings{xie2016development,
title={Development of a comprehensive framework for video-based safety assessment},
author={Xie, Kun and Li, Chenge and Ozbay, Kaan and Dobler, Gregory and Yang, Hong and Chiang, An-Ti and Ghandehari, Masoud},
booktitle={Intelligent Transportation Systems (ITSC), 2016 IEEE 19th International Conference on},
pages={2638--2643},
year={2016},
organization={IEEE},
url={http://ieeexplore.ieee.org/abstract/document/7795980/}
}
@article{ghandehari2017mapping,
title={Mapping Refrigerant Gases in the New York City Skyline},
author={Ghandehari, Masoud and Aghamohamadnia, Milad and Dobler, Gregory and Karpf, Andreas and Buckland, Kerry and Qian, Jun and Koonin, Steven},
journal={Scientific reports},
volume={7},
number={1},
pages={2735},
year={2017},
publisher={Nature Publishing Group},
url={https://www.nature.com/articles/s41598-017-02390-z}
}
@article{johnson2017patterns,
title={Patterns of waste generation: A gradient boosting model for short-term waste prediction in New York City},
author={Johnson, Nicholas E and Ianiuk, Olga and Cazap, Daniel and Liu, Linglan and Starobin, Daniel and Dobler, Gregory and Ghandehari, Masoud},
journal={Waste Management},
volume={62},
pages={3--11},
year={2017},
publisher={Elsevier},
url={https://www.sciencedirect.com/science/article/pii/S0956053X17300375}
}
@article{dobler2015dynamics,
title={Dynamics of the urban lightscape},
author={Dobler, Gregory and Ghandehari, Masoud and Koonin, Steven E and Nazari, Rouzbeh and Patrinos, Aristides and Sharma, Mohit S and Tafvizi, Arya and Vo, Huy T and Wurtele, Jonathan S},
journal={Information Systems},
volume={54},
pages={115--126},
year={2015},
publisher={Elsevier},
url={https://www.sciencedirect.com/science/article/pii/S0306437915001167}
}
@article{dobler2016hyperspectral,
title={A Hyperspectral Survey of New York City Lighting Technology},
author={Dobler, Gregory and Ghandehari, Masoud and Koonin, Steven E and Sharma, Mohit S},
journal={Sensors},
volume={16},
number={12},
pages={2047},
year={2016},
publisher={Multidisciplinary Digital Publishing Institute},
url={http://www.mdpi.com/1424-8220/16/12/2047/htm}
}
@inproceedings{ghandehari2016ground,
title={Ground based hyperspectral imaging of urban emissions},
author={Ghandehari, Masoud and Aghamohamadnia, Milad and Dobler, Gregory and Karpf, Andreas and Cavalcante, Camila and Buckland, Kerry and Qian, Jun and Koonin, Steven},
booktitle={Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS), 2016 8th Workshop on},
pages={1--3},
year={2016},
organization={IEEE},
url={http://ieeexplore.ieee.org/abstract/document/8071735/}
}
@article{koonin2014urban,
title={Urban Physics},
author={Koonin, Steven E and Dobler, Gregory and Wurtele, Jonathan S},
journal={APS News},
volume={23},
year={2014},
url={https://www.aps.org/publications/apsnews/201403/urban.cfm}
}
@inproceedings{bianco2016hypertemporal,
title={Hypertemporal imaging of NYC grid dynamics: Short paper},
author={Bianco, Federica B and Koonin, Steven E and Mydlarz, Charlie and Sharma, Mohit S},
booktitle={Proceedings of the 3rd ACM International Conference on Systems for Energy-Efficient Built Environments},
pages={61--64},
year={2016},
organization={ACM},
url={https://arxiv.org/abs/1611.04633}
}
@article{bowen2017network,
title={Network of sensitive magnetometers for urban studies},
author={Bowen, TA and Zhivun, E and Wickenbrock, A and Dumont, V and Bale, SD and Pankow, C and Dobler, G and Wurtele, JS and Budker, D},
journal={arXiv preprint arXiv:1702.01468},
year={2017},
url={https://arxiv.org/abs/1702.01468}
}
@inproceedings{baur2018persistent,
title={Persistent hyperspectral observations of the urban lightscape},
author={Baur, Julien and Dobler, Gregory and Bianco, Federica and Sharma, Mohit and Karpf, Andreas},
booktitle={2018 IEEE Global Conference on Signal and Information Processing (GlobalSIP)},
pages={983--987},
year={2018},
organization={IEEE}
}
@article{li2019tracknet,
title={Tracknet: Simultaneous object detection and tracking and its application in traffic video analysis},
author={Li, Chenge and Dobler, Gregory and Feng, Xin and Wang, Yao},
journal={arXiv preprint arXiv:1902.01466},
year={2019}
}
@article{bowen2019network,
title={A network of magnetometers for multi-scale urban science and informatics},
author={Bowen, Trevor A and Zhivun, Elena and Wickenbrock, Arne and Dumont, Vincent and Bale, Stuart D and Pankow, Christopher and Dobler, Gregory and Wurtele, Jonathan S and Budker, Dmitry},
journal={Geoscientific Instrumentation, Methods and Data Systems},
volume={8},
number={1},
pages={129--138},
year={2019},
publisher={Copernicus GmbH}
}
@article{qamar2020pixel,
title={Pixel-wise classification of high-resolution ground-based urban hyperspectral images with convolutional neural networks},
author={Qamar, Farid and Dobler, Gregory},
journal={Remote Sensing},
volume={12},
number={16},
pages={2540},
year={2020},
publisher={MDPI}
}
@misc{bianco2022system,
title={System, method, and computer-accessible medium for remote sensing of the electrical distribution grid with hypertemporal imaging},
author={Bianco, Federica B and Dobler, Gregory G and Koonin, Steven E},
year={2022},
month=oct # "~18",
publisher={Google Patents},
note={US Patent 11,477,412}
}
@article{dobler2021urban,
title={The urban observatory: a multi-modal imaging platform for the study of dynamics in complex urban systems},
author={Dobler, Gregory and Bianco, Federica B and Sharma, Mohit S and Karpf, Andreas and Baur, Julien and Ghandehari, Masoud and Wurtele, Jonathan and Koonin, Steven E},
journal={Remote sensing},
volume={13},
number={8},
pages={1426},
year={2021},
publisher={MDPI}
}
@inproceedings{qamar2021effects,
title={The effects of atmospheric modeling covariance on ground-based hyperspectral measurements of surface reflectance},
author={Qamar, Farid and G{\'o}mez-Fonseca, Angie S and Dobler, Gregory},
booktitle={2021 11th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS)},
pages={1--5},
year={2021},
organization={IEEE}
}
@article{dobler2021patterns,
title={Patterns of urban foot traffic dynamics},
author={Dobler, Gregory and Vani, Jordan and Dam, Trang Tran Linh},
journal={Computers, Environment and Urban Systems},
volume={89},
pages={101674},
year={2021},
publisher={Elsevier}
}
@inproceedings{arjunan2021operational,
title={Operational characteristics of residential air conditioners with temporally granular remote thermographic imaging},
author={Arjunan, Pandarasamy and Dobler, Gregory and Lee, Kyungmin and Miller, Clayton and Biljecki, Filip and Poolla, Kameshwar},
booktitle={Proceedings of the 8th ACM international conference on systems for energy-efficient buildings, cities, and transportation},
pages={184--187},
year={2021}
}
@article{qamar2022impacts,
title={The impacts of air quality on vegetation health in dense urban environments: a ground-based hyperspectral imaging approach},
author={Qamar, Farid and Sharma, Mohit S and Dobler, Gregory},
journal={Remote Sensing},
volume={14},
number={16},
pages={3854},
year={2022},
publisher={MDPI}
}
@article{dumont2022cities,
title={Do cities have a unique magnetic pulse?},
author={Dumont, Vincent and Bowen, Trevor A and Roglans, Roger and Dobler, Gregory and Sharma, Mohit S and Karpf, Andy and Bale, Stuart D and Wickenbrock, Arne and Zhivun, Elena and Kornack, Tom and others},
journal={Journal of Applied Physics},
volume={131},
number={20},
year={2022},
publisher={AIP Publishing}
}
@article{qamar2023atmospheric,
title={Atmospheric correction of vegetation reflectance with simulation-trained deep learning for ground-based hyperspectral remote sensing},
author={Qamar, Farid and Dobler, Gregory},
journal={Plant Methods},
volume={19},
number={1},
pages={74},
year={2023},
publisher={Springer}
}
@article{qamar2026emperical,
title={An Emperical Measurement of Lighting Technology Changeover in New York City with Deep Learning},
author={Yu, Lan and Manz, Mary and Sharma, Mohit S and Karpf, Andreas and Bianco, Federica B and Dobler, Gregory},
journal={Remote Sensing},
year={2026},
note={in press}
publisher={MDPI}
}