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Burak Uzkent
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Geography-aware self-supervised learning
K Ayush, B Uzkent, C Meng, K Tanmay, M Burke, D Lobell, S Ermon
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021
1982021
Efficient object detection in large images using deep reinforcement learning
B Uzkent, C Yeh, S Ermon
Proceedings of the IEEE/CVF winter conference on applications of computer …, 2020
1192020
Tracking in Aerial Hyperspectral Videos using Deep Kernelized Correlation Filters
B Uzkent, A Rangnekar, MJ Hoffman
IEEE Transactions on Geoscience and Remote Sensing, 2018
992018
Aerial vehicle tracking by adaptive fusion of hyperspectral likelihood maps
B Uzkent, A Rangnekar, M Hoffman
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2017
982017
Cloud removal from satellite images using spatiotemporal generator networks
V Sarukkai, A Jain, B Uzkent, S Ermon
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2020
962020
Non-speech environmental sound classification using SVMs with a new set of features
B Uzkent, BD Barkana, H Cevikalp
International Journal of Innovative Computing, Information and Control 8 (5 …, 2012
902012
Generating interpretable poverty maps using object detection in satellite images
K Ayush, B Uzkent, M Burke, D Lobell, S Ermon
Proceedings of the 29th International Joint Conference on Artificial …, 2020
852020
Negative Data Augmentation
A Sinha, K Ayush, J Song, B Uzkent, H Jin, S Ermon
International Conference on Learning Representations, 2021
812021
Predicting economic development using geolocated wikipedia articles
E Sheehan, C Meng, M Tan, B Uzkent, N Jean, M Burke, D Lobell, ...
Proceedings of the 25th ACM SIGKDD international conference on knowledge …, 2019
782019
Learning when and where to zoom with deep reinforcement learning
B Uzkent, S Ermon
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2020
672020
Real-time vehicle tracking in aerial video using hyperspectral features
B Uzkent, MJ Hoffman, A Vodacek
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2016
572016
Efficient Poverty Mapping from High Resolution Remote Sensing Images
K Ayush, B Uzkent, KTMBD Lobell, S Ermon
Proceedings of The Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
54*2021
Farm parcel delineation using spatio-temporal convolutional networks
HL Aung, B Uzkent, M Burke, D Lobell, S Ermon
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2020
382020
Integrating hyperspectral likelihoods in a multidimensional assignment algorithm for aerial vehicle tracking
B Uzkent, MJ Hoffman, A Vodacek
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2016
342016
Automatic environmental noise source classification model using fuzzy logic
B Uzkent, BD Barkana, J Yang
Expert systems with applications 38 (7), 8751-8755, 2011
342011
Learning to interpret satellite images using wikipedia
B Uzkent, E Sheehan, C Meng, Z Tang, M Burke, D Lobell, S Ermon
Proceedings of the Twenty-Eighth International Joint Conference on …, 2019
322019
Feature matching and adaptive prediction models in an object tracking DDDAS
B Uzkent, MJ Hoffman, A Vodacek, JP Kerekes, B Chen
Procedia Computer Science 18, 1939-1948, 2013
292013
Learning to interpret satellite images in global scale using wikipedia
B Uzkent, E Sheehan, C Meng, Z Tang, M Burke, D Lobell, S Ermon
arXiv preprint arXiv:1905.02506, 2019
272019
Environmental noise classifier using a new set of feature parameters based on pitch range
BD Barkana, B Uzkent
Applied Acoustics 72 (11), 841-848, 2011
262011
EnKCF: Ensemble of Kernelized Correlation Filters for High-Speed Object Tracking
B Uzkent, YW Seo
2018 IEEE Winter Conference on Applications of Computer Vision (WACV), pp …, 2018
252018
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Articles 1–20