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 = {Proceedings of the IEEE/CVF 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 = {Proceedings of the IEEE/CVF 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 = {Proceedings of the IEEE/CVF 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 = {Proceedings of the IEEE/CVF 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 = {Proceedings of the IEEE/CVF 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 = {Proceedings of the IEEE/CVF 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 = {Proceedings of the IEEE/CVF 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 = {Proceedings of the IEEE/CVF 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 = {Proceedings of the IEEE/CVF 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 = {Proceedings of the IEEE/CVF 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 = {Proceedings of the IEEE/CVF 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 = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Infant-Prints: Fingerprints for Reducing Infant Mortality

Joshua J Engelsma,

Debayan Deb,

Anil Jain,

Anjoo Bhatnagar,

Prem Sewak Sudhish

[pdf]

[bibtex]

@InProceedings{Engelsma_2019_CVPR_Workshops,
author = {J Engelsma, Joshua and Deb, Debayan and Jain, Anil and Bhatnagar, Anjoo and Sewak Sudhish, Prem},
title = {Infant-Prints: Fingerprints for Reducing Infant Mortality},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

See the E-Waste! Training Visual Intelligence to See Dense Circuit Boards for Recycling

Ali Jahanian,

Quang H. Le,

Kamal Youcef-Toumi,

Dzmitry Tsetserukou

[pdf]

[bibtex]

@InProceedings{Jahanian_2019_CVPR_Workshops,
author = {Jahanian, Ali and Le, Quang H. and Youcef-Toumi, Kamal and Tsetserukou, Dzmitry},
title = {See the E-Waste! Training Visual Intelligence to See Dense Circuit Boards for Recycling},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}