UAVision


Deep-Learning-Based Aerial Image Classification for Emergency Response Applications Using Unmanned Aerial Vehicles
Christos Kyrkou,
Theocharis Theocharides
[pdf]
[bibtex]
@InProceedings{Kyrkou_2019_CVPR_Workshops,
author = {Kyrkou, Christos and Theocharides, Theocharis},
title = {Deep-Learning-Based Aerial Image Classification for Emergency Response Applications Using Unmanned Aerial Vehicles},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

HadaNets: Flexible Quantization Strategies for Neural Networks
Yash Akhauri
[pdf]
[bibtex]
@InProceedings{Akhauri_2019_CVPR_Workshops,
author = {Akhauri, Yash},
title = {HadaNets: Flexible Quantization Strategies for Neural Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Real-Time Dense Stereo Embedded in a UAV for Road Inspection
Rui Fan,
Jianhao Jiao,
Jie Pan,
Huaiyang Huang,
Shaojie Shen,
Ming Liu
[pdf]
[bibtex]
@InProceedings{Fan_2019_CVPR_Workshops,
author = {Fan, Rui and Jiao, Jianhao and Pan, Jie and Huang, Huaiyang and Shen, Shaojie and Liu, Ming},
title = {Real-Time Dense Stereo Embedded in a UAV for Road Inspection},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

UAV-Net: A Fast Aerial Vehicle Detector for Mobile Platforms
Tobias Ringwald,
Lars Sommer,
Arne Schumann,
Jurgen Beyerer,
Rainer Stiefelhagen
[pdf] [supp]
[bibtex]
@InProceedings{Ringwald_2019_CVPR_Workshops,
author = {Ringwald, Tobias and Sommer, Lars and Schumann, Arne and Beyerer, Jurgen and Stiefelhagen, Rainer},
title = {UAV-Net: A Fast Aerial Vehicle Detector for Mobile Platforms},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Mid-Air: A Multi-Modal Dataset for Extremely Low Altitude Drone Flights
Michael Fonder,
Marc Van Droogenbroeck
[pdf]
[bibtex]
@InProceedings{Fonder_2019_CVPR_Workshops,
author = {Fonder, Michael and Van Droogenbroeck, Marc},
title = {Mid-Air: A Multi-Modal Dataset for Extremely Low Altitude Drone Flights},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

A Hybrid Method for Tracking of Objects by UAVs
Hasan Saribas,
Bedirhan Uzun,
Burak Benligiray,
Onur Eker,
Hakan Cevikalp
[pdf]
[bibtex]
@InProceedings{Saribas_2019_CVPR_Workshops,
author = {Saribas, Hasan and Uzun, Bedirhan and Benligiray, Burak and Eker, Onur and Cevikalp, Hakan},
title = {A Hybrid Method for Tracking of Objects by UAVs},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Learning a Controller Fusion Network by Online Trajectory Filtering for Vision-Based UAV Racing
Matthias Muller,
Guohao Li,
Vincent Casser,
Neil Smith,
Dominik L. Michels,
Bernard Ghanem
[pdf] [supp]
[bibtex]
@InProceedings{Muller_2019_CVPR_Workshops,
author = {Muller, Matthias and Li, Guohao and Casser, Vincent and Smith, Neil and Michels, Dominik L. and Ghanem, Bernard},
title = {Learning a Controller Fusion Network by Online Trajectory Filtering for Vision-Based UAV Racing},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

The Power of Tiling for Small Object Detection
F. Ozge Unel,
Burak O. Ozkalayci,
Cevahir Cigla
[pdf]
[bibtex]
@InProceedings{Unel_2019_CVPR_Workshops,
author = {Ozge Unel, F. and Ozkalayci, Burak O. and Cigla, Cevahir},
title = {The Power of Tiling for Small Object Detection},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}