ICCV 2023 Open Access Repository

Artificial Intelligence for Humanitarian Assistance and Disaster Response

Deep Learning Driven Detection of Tsunami Related Internal GravityWaves: A Path Towards open-Ocean Natural Hazards Detection: Valentino Constantinou,

Michela Ravanelli,

Hamlin Liu,

Jacob Bortnik; [pdf] [arXiv]
[bibtex]
@InProceedings{Constantinou_2023_ICCV, author = {Constantinou, Valentino and Ravanelli, Michela and Liu, Hamlin and Bortnik, Jacob}, title = {Deep Learning Driven Detection of Tsunami Related Internal GravityWaves: A Path Towards open-Ocean Natural Hazards Detection}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2023}, pages = {3748-3753} }
Rapid Building Damage Assessment Workflow: An Implementation for the 2023 Rolling Fork, Mississippi Tornado Event: Caleb Robinson,

Simone Fobi Nsutezo,

Anthony Ortiz,

Tina Sederholm,

Rahul Dodhia,

Cameron Birge,

Kasie Richards,

Kris Pitcher,

Paulo Duarte,

Juan M. Lavista Ferres; [pdf] [arXiv]
[bibtex]
@InProceedings{Robinson_2023_ICCV, author = {Robinson, Caleb and Nsutezo, Simone Fobi and Ortiz, Anthony and Sederholm, Tina and Dodhia, Rahul and Birge, Cameron and Richards, Kasie and Pitcher, Kris and Duarte, Paulo and Ferres, Juan M. Lavista}, title = {Rapid Building Damage Assessment Workflow: An Implementation for the 2023 Rolling Fork, Mississippi Tornado Event}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2023}, pages = {3760-3764} }
Rapid Flood Inundation Forecast Using Fourier Neural Operator: Alexander Y. Sun,

Zhi Li,

Wonhyun Lee,

Qixing Huang,

Bridget R. Scanlon,

Clint Dawson; [pdf] [arXiv]
[bibtex]
@InProceedings{Sun_2023_ICCV, author = {Sun, Alexander Y. and Li, Zhi and Lee, Wonhyun and Huang, Qixing and Scanlon, Bridget R. and Dawson, Clint}, title = {Rapid Flood Inundation Forecast Using Fourier Neural Operator}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2023}, pages = {3733-3739} }
FireFly: A Synthetic Dataset for Ember Detection in Wildfire: Yue Hu,

Xinan Ye,

Yifei Liu,

Souvik Kundu,

Gourav Datta,

Srikar Mutnuri,

Namo Asavisanu,

Nora Ayanian,

Konstantinos Psounis,

Peter Beerel; [pdf] [arXiv]
[bibtex]
@InProceedings{Hu_2023_ICCV, author = {Hu, Yue and Ye, Xinan and Liu, Yifei and Kundu, Souvik and Datta, Gourav and Mutnuri, Srikar and Asavisanu, Namo and Ayanian, Nora and Psounis, Konstantinos and Beerel, Peter}, title = {FireFly: A Synthetic Dataset for Ember Detection in Wildfire}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2023}, pages = {3765-3769} }
Open Problems in Computer Vision for Wilderness SAR and The Search for Patricia Wu-Murad: Thomas Manzini,

Robin Murphy; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Manzini_2023_ICCV, author = {Manzini, Thomas and Murphy, Robin}, title = {Open Problems in Computer Vision for Wilderness SAR and The Search for Patricia Wu-Murad}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2023}, pages = {3784-3789} }
Fusing VHR Post-Disaster Aerial Imagery and LiDAR Data for Roof Classification in the Caribbean: Isabelle Tingzon,

Nuala Margaret Cowan,

Pierre Chrzanowski; [pdf] [arXiv]
[bibtex]
@InProceedings{Tingzon_2023_ICCV, author = {Tingzon, Isabelle and Cowan, Nuala Margaret and Chrzanowski, Pierre}, title = {Fusing VHR Post-Disaster Aerial Imagery and LiDAR Data for Roof Classification in the Caribbean}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2023}, pages = {3740-3747} }
Estimation of Human Condition at Disaster Site Using Aerial Drone Images: Tomoki Arai,

Kenji Iwata,

Kensho Hara,

Yutaka Satoh; [pdf] [arXiv]
[bibtex]
@InProceedings{Arai_2023_ICCV, author = {Arai, Tomoki and Iwata, Kenji and Hara, Kensho and Satoh, Yutaka}, title = {Estimation of Human Condition at Disaster Site Using Aerial Drone Images}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2023}, pages = {3775-3783} }
Guarding the Guardians: Automated Analysis of Online Child Sexual Abuse: Juanita Puentes,

Angela Castillo,

Wilmar Osejo,

Yuly Calderón,

Viviana Quintero,

Lina Saldarriaga,

Diana Agudelo,

Pablo Arbeláez; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Puentes_2023_ICCV, author = {Puentes, Juanita and Castillo, Angela and Osejo, Wilmar and Calder\'on, Yuly and Quintero, Viviana and Saldarriaga, Lina and Agudelo, Diana and Arbel\'aez, Pablo}, title = {Guarding the Guardians: Automated Analysis of Online Child Sexual Abuse}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2023}, pages = {3728-3732} }
TeleViT: Teleconnection-Driven Transformers Improve Subseasonal to Seasonal Wildfire Forecasting: Ioannis Prapas,

Nikolaos-Ioannis Bountos,

Spyros Kondylatos,

Dimitrios Michail,

Gustau Camps-Valls,

Ioannis Papoutsis; [pdf] [arXiv]
[bibtex]
@InProceedings{Prapas_2023_ICCV, author = {Prapas, Ioannis and Bountos, Nikolaos-Ioannis and Kondylatos, Spyros and Michail, Dimitrios and Camps-Valls, Gustau and Papoutsis, Ioannis}, title = {TeleViT: Teleconnection-Driven Transformers Improve Subseasonal to Seasonal Wildfire Forecasting}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2023}, pages = {3754-3759} }
Drones4Good: Supporting Disaster Relief Through Remote Sensing and AI: Nina Merkle,

Reza Bahmanyar,

Corentin Henry,

Seyed Majid Azimi,

Xiangtian Yuan,

Simon Schopferer,

Veronika Gstaiger,

Stefan Auer,

Anne Schneibel,

Marc Wieland,

Thomas Kraft; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Merkle_2023_ICCV, author = {Merkle, Nina and Bahmanyar, Reza and Henry, Corentin and Azimi, Seyed Majid and Yuan, Xiangtian and Schopferer, Simon and Gstaiger, Veronika and Auer, Stefan and Schneibel, Anne and Wieland, Marc and Kraft, Thomas}, title = {Drones4Good: Supporting Disaster Relief Through Remote Sensing and AI}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2023}, pages = {3770-3774} }