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Social Media Images Classification Models for Real-time Disaster Response

Apr 09, 2021
Firoj Alam, Tanvirul Alam, Ferda Ofli, Muhammad Imran

* Social media images, Image Classification, Natural disasters, Crisis Informatics, Deep learning. arXiv admin note: substantial text overlap with arXiv:2011.08916 

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HumAID: Human-Annotated Disaster Incidents Data from Twitter with Deep Learning Benchmarks

Apr 08, 2021
Firoj Alam, Umair Qazi, Muhammad Imran, Ferda Ofli

* Accepted in ICWSM-2021, Twitter datasets, Textual content, Natural disasters, Crisis Informatics, Benchmarks, Transformers 

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Deep Learning Benchmarks and Datasets for Social Media Image Classification for Disaster Response

Nov 17, 2020
Firoj Alam, Ferda Ofli, Muhammad Imran, Tanvirul Alam, Umair Qazi

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Detecting natural disasters, damage, and incidents in the wild

Aug 20, 2020
Ethan Weber, Nuria Marzo, Dim P. Papadopoulos, Aritro Biswas, Agata Lapedriza, Ferda Ofli, Muhammad Imran, Antonio Torralba

* ECCV 2020 

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GeoCoV19: A Dataset of Hundreds of Millions of Multilingual COVID-19 Tweets with Location Information

May 22, 2020
Umair Qazi, Muhammad Imran, Ferda Ofli

* 10 pages, 5 figures, accepted at ACM SIGSPATIAL Special May 2020 

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Standardizing and Benchmarking Crisis-related Social Media Datasets for Humanitarian Information Processing

Apr 29, 2020
Firoj Alam, Hassan Sajjad, Muhammad Imran, Ferda Ofli

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Analysis of Social Media Data using Multimodal Deep Learning for Disaster Response

Apr 14, 2020
Ferda Ofli, Firoj Alam, Muhammad Imran

* Accepted in ISCRAM 2020 

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Rapid Damage Assessment Using Social Media Images by Combining Human and Machine Intelligence

Apr 14, 2020
Muhammad Imran, Firoj Alam, Umair Qazi, Steve Peterson, Ferda Ofli

* Accepted at ISCRAM 2020 conference 

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How to make a pizza: Learning a compositional layer-based GAN model

Jun 06, 2019
Dim P. Papadopoulos, Youssef Tamaazousti, Ferda Ofli, Ingmar Weber, Antonio Torralba

* CVPR 2019 

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Recipe1M: A Dataset for Learning Cross-Modal Embeddings for Cooking Recipes and Food Images

Oct 14, 2018
Javier Marin, Aritro Biswas, Ferda Ofli, Nicholas Hynes, Amaia Salvador, Yusuf Aytar, Ingmar Weber, Antonio Torralba

* Submitted to Transactions on Pattern Analysis and Machine Intelligence 

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Automatic Image Filtering on Social Networks Using Deep Learning and Perceptual Hashing During Crises

Apr 09, 2017
Dat Tien Nguyen, Firoj Alam, Ferda Ofli, Muhammad Imran

* Accepted for publication in the 14th International Conference on Information Systems For Crisis Response and Management (ISCRAM), 2017 

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Face-to-BMI: Using Computer Vision to Infer Body Mass Index on Social Media

Mar 09, 2017
Enes Kocabey, Mustafa Camurcu, Ferda Ofli, Yusuf Aytar, Javier Marin, Antonio Torralba, Ingmar Weber

* This is a preprint of a short paper accepted at ICWSM'17. Please cite that version instead 

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Is Saki #delicious? The Food Perception Gap on Instagram and Its Relation to Health

Feb 21, 2017
Ferda Ofli, Yusuf Aytar, Ingmar Weber, Raggi al Hammouri, Antonio Torralba

* This is a pre-print of our paper accepted to appear in the Proceedings of 2017 International World Wide Web Conference (WWW'17) 

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Impact of Physical Activity on Sleep:A Deep Learning Based Exploration

Jul 24, 2016
Aarti Sathyanarayana, Shafiq Joty, Luis Fernandez-Luque, Ferda Ofli, Jaideep Srivastava, Ahmed Elmagarmid, Shahrad Taheri, Teresa Arora

* JMIR Mhealth Uhealth 2016;4(4):e125 

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Robust Automated Human Activity Recognition and its Application to Sleep Research

Jul 19, 2016
Aarti Sathyanarayana, Ferda Ofli, Luis Fernandes-Luque, Jaideep Srivastava, Ahmed Elmagarmid, Teresa Arora, Shahrad Taheri

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Remote Health Coaching System and Human Motion Data Analysis for Physical Therapy with Microsoft Kinect

Dec 21, 2015
Qifei Wang, Gregorij Kurillo, Ferda Ofli, Ruzena Bajcsy

* 6 pages, Computer Vision for Accessible and Affordable HealthCare Workshop (ICCV2015) 

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Evaluation of Pose Tracking Accuracy in the First and Second Generations of Microsoft Kinect

Dec 13, 2015
Qifei Wang, Gregorij Kurillo, Ferda Ofli, Ruzena Bajcsy

* 10 pages, IEEE International Conference on Healthcare Informatics 2015 (ICHI 2015) 

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Unsupervised Temporal Segmentation of Repetitive Human Actions Based on Kinematic Modeling and Frequency Analysis

Dec 13, 2015
Qifei Wang, Gregorij Kurillo, Ferda Ofli, Ruzena Bajcsy

* 9 pages, International Conference on 3D Vision 2015 

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