COMPUTER VISION FOR GLOBAL CHALLENGES


Building High Resolution Maps for Humanitarian Aid and Development with Weakly- and Semi-Supervised Learning
Derrick Bonafilia,
James Gill,
Saikat Basu,
David Yang
[pdf]
[bibtex]
@InProceedings{Bonafilia_2019_CVPR_Workshops,
author = {Bonafilia, Derrick and Gill, James and Basu, Saikat and Yang, David},
title = {Building High Resolution Maps for Humanitarian Aid and Development with Weakly- and Semi-Supervised Learning},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Creating xBD: A Dataset for Assessing Building Damage from Satellite Imagery
Ritwik Gupta,
Bryce Goodman,
Nirav Patel,
Ricky Hosfelt,
Sandra Sajeev,
Eric Heim,
Jigar Doshi,
Keane Lucas,
Howie Choset,
Matthew Gaston
[pdf]
[bibtex]
@InProceedings{Gupta_2019_CVPR_Workshops,
author = {Gupta, Ritwik and Goodman, Bryce and Patel, Nirav and Hosfelt, Ricky and Sajeev, Sandra and Heim, Eric and Doshi, Jigar and Lucas, Keane and Choset, Howie and Gaston, Matthew},
title = {Creating xBD: A Dataset for Assessing Building Damage from Satellite Imagery},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Weakly Labeling the Antarctic: The Penguin Colony Case
Hieu M Le,
Bento Goncalves,
Dimitris Samaras,
Heather Lynch
[pdf]
[bibtex]
@InProceedings{Le_2019_CVPR_Workshops,
author = {M Le, Hieu and Goncalves, Bento and Samaras, Dimitris and Lynch, Heather},
title = {Weakly Labeling the Antarctic: The Penguin Colony Case},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Towards Autonomous Mining via Intelligent Excavators
Hooman Shariati,
Anuar Yeraliyev,
Burhan Terai,
Shahram Tafazoli,
Mahdi Ramezani
[pdf]
[bibtex]
@InProceedings{Shariati_2019_CVPR_Workshops,
author = {Shariati, Hooman and Yeraliyev, Anuar and Terai, Burhan and Tafazoli, Shahram and Ramezani, Mahdi},
title = {Towards Autonomous Mining via Intelligent Excavators},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

DisplaceNet: Recognising Displaced People from Images by Exploiting Dominance Level
Grigorios Kalliatakis,
Shoaib Ehsan,
Maria Fasli,
Klaus D McDonald-Maier
[pdf]
[bibtex]
@InProceedings{Kalliatakis_2019_CVPR_Workshops,
author = {Kalliatakis, Grigorios and Ehsan, Shoaib and Fasli, Maria and D McDonald-Maier, Klaus},
title = {DisplaceNet: Recognising Displaced People from Images by Exploiting Dominance Level},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Tiny-Inception-ResNet-v2: Using Deep Learning for Eliminating Bonded Labors of Brick Kilns in South Asia
Usman Nazir,
Numan Khurshid,
Muhammad Ahmed Bhimra,
Murtaza Taj
[pdf]
[bibtex]
@InProceedings{Nazir_2019_CVPR_Workshops,
author = {Nazir, Usman and Khurshid, Numan and Ahmed Bhimra, Muhammad and Taj, Murtaza},
title = {Tiny-Inception-ResNet-v2: Using Deep Learning for Eliminating Bonded Labors of Brick Kilns in South Asia},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Deep Landscape Features for Improving Vector-borne Disease Prediction
Nabeel Abdur Rehman,
Umar Saif,
Rumi Chunara
[pdf]
[bibtex]
@InProceedings{Rehman_2019_CVPR_Workshops,
author = {Abdur Rehman, Nabeel and Saif, Umar and Chunara, Rumi},
title = {Deep Landscape Features for Improving Vector-borne Disease Prediction},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Does Object Recognition Work for Everyone?
Terrance de Vries,
Ishan Misra,
Changhan Wang,
Laurens van der Maaten
[pdf]
[bibtex]
@InProceedings{Vries_2019_CVPR_Workshops,
author = {de Vries, Terrance and Misra, Ishan and Wang, Changhan and van der Maaten, Laurens},
title = {Does Object Recognition Work for Everyone?},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Towards equitable access to information and opportunity for all: mapping schools with high-resolution Satellite Imagery and Machine Learning
Zhuangfang Yi,
Naroa Zurutuza,
Drew Bollinger,
Manuel Garcia-Herranz,
Dohyung Kim
[pdf]
[bibtex]
@InProceedings{Yi_2019_CVPR_Workshops,
author = {Yi, Zhuangfang and Zurutuza, Naroa and Bollinger, Drew and Garcia-Herranz, Manuel and Kim, Dohyung},
title = {Towards equitable access to information and opportunity for all: mapping schools with high-resolution Satellite Imagery and Machine Learning},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Semantic Segmentation of Crop Type in Africa: A Novel Dataset and Analysis of Deep Learning Methods
Rose M Rustowicz,
Robin Cheong,
Lijing Wang,
Stefano Ermon,
Marshall Burke,
David Lobell
[pdf]
[bibtex]
@InProceedings{Rustowicz_2019_CVPR_Workshops,
author = {M Rustowicz, Rose and Cheong, Robin and Wang, Lijing and Ermon, Stefano and Burke, Marshall and Lobell, David},
title = {Semantic Segmentation of Crop Type in Africa: A Novel Dataset and Analysis of Deep Learning Methods},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Detecting Roads from Satellite Imagery in the Developing World
Yoni Nachmany,
Hamed Alemohammad
[pdf]
[bibtex]
@InProceedings{Nachmany_2019_CVPR_Workshops,
author = {Nachmany, Yoni and Alemohammad, Hamed},
title = {Detecting Roads from Satellite Imagery in the Developing World},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Predicting City Poverty Using Satellite Imagery
Simone Piaggesi,
Laetitia Gauvin,
Michele Tizzoni,
Ciro Cattuto,
Natalia Adler,
Stefaan Verhulst,
Andrew Young ,
Rhiannan Price,
Leo Ferres,
Andre Panisson
[pdf]
[bibtex]
@InProceedings{Piaggesi_2019_CVPR_Workshops,
author = {Piaggesi, Simone and Gauvin, Laetitia and Tizzoni, Michele and Cattuto, Ciro and Adler, Natalia and Verhulst, Stefaan and Young, Andrew and Price, Rhiannan and Ferres, Leo and Panisson, Andre},
title = {Predicting City Poverty Using Satellite Imagery},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}