Ferda Ofli

CoRR, 2024

Flood Insights: Integrating Remote and Social Sensing Data for Flood Exposure, Damage, and Urgent Needs Mapping.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Landslide detection in real-time social media image streams.

[BibT_eX]

[DOI]

Neural Comput. Appl., August, 2023

Incidents1M: A Large-Scale Dataset of Images With Natural Disasters, Damage, and Incidents.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., April, 2023

A survey on computer vision based human analysis in the COVID-19 era.

[BibT_eX]

[DOI]

Image Vis. Comput., February, 2023

MEDIC: a multi-task learning dataset for disaster image classification.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2023

Mapping Flood Exposure, Damage, and Population Needs Using Remote and Social Sensing: A Case Study of 2022 Pakistan Floods.

[BibT_eX]

[DOI]

Proceedings of the ACM Web Conference 2023, 2023

2022

TBCOV: Two Billion Multilingual COVID-19 Tweets with Sentiment, Entity, Geo, and Gender Labels.

[BibT_eX]

[DOI]

Umair Qazi

Data, 2022

Fine-grained Population Mapping from Coarse Census Counts and Open Geodata.

[BibT_eX]

[DOI]

Nando Metzger

John E. Vargas-Muñoz

Rodrigo Caye Daudt

Benjamin Kellenberger

CoRR, 2022

Bias-Aware Face Mask Detection Dataset.

[BibT_eX]

[DOI]

CoRR, 2022

Fight Detection from Still Images in the Wild.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, 2022

A Real-Time System for Detecting Landslide Reports on Social Media Using Artificial Intelligence.

[BibT_eX]

[DOI]

Proceedings of the Web Engineering - 22nd International Conference, 2022

Learning Program Representations for Food Images and Cooking Recipes.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

AI for Disaster Rapid Damage Assessment from Microblogs.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

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

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2021

Mapping Vulnerable Populations with AI.

[BibT_eX]

[DOI]

Benjamin Kellenberger

CoRR, 2021

Social Media Images Classification Models for Real-time Disaster Response.

[BibT_eX]

[DOI]

CoRR, 2021

Non-traditional data sources: providing insights into sustainable development.

[BibT_eX]

[DOI]

Commun. ACM, 2021

Towards Using Remote Sensing and Social Media Data for Flood Mapping.

[BibT_eX]

[DOI]

Zainab Akhtar

Proceedings of the 18th International Conference on Information Systems for Crisis Response and Management, 2021

CrisisBench: Benchmarking Crisis-related Social Media Datasets for Humanitarian Information Processing.

[BibT_eX]

[DOI]

Proceedings of the Fifteenth International AAAI Conference on Web and Social Media, 2021

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

[BibT_eX]

[DOI]

Proceedings of the Fifteenth International AAAI Conference on Web and Social Media, 2021

2020

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

[BibT_eX]

[DOI]

Umair Qazi

Dataset, June, 2020

GeoCoV19: a dataset of hundreds of millions of multilingual COVID-19 tweets with location information.

[BibT_eX]

[DOI]

Umair Qazi

ACM SIGSPATIAL Special, 2020

Detection of Disaster-Affected Cultural Heritage Sites from Social Media Images Using Deep Learning Techniques.

[BibT_eX]

[DOI]

ACM Journal on Computing and Cultural Heritage, 2020

Using AI and Social Media Multimodal Content for Disaster Response and Management: Opportunities, Challenges, and Future Directions.

[BibT_eX]

[DOI]

Inf. Process. Manag., 2020

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

[BibT_eX]

[DOI]

CoRR, 2020

Descriptive and visual summaries of disaster events using artificial intelligence techniques: case studies of Hurricanes Harvey, Irma, and Maria.

[BibT_eX]

[DOI]

Behav. Inf. Technol., 2020

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

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Information Systems for Crisis Response and Management, 2020

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

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Information Systems for Crisis Response and Management, 2020

The Relative Value of Facebook Advertising Data for Poverty Mapping.

[BibT_eX]

[DOI]

Proceedings of the Fourteenth International AAAI Conference on Web and Social Media, 2020

Detecting Natural Disasters, Damage, and Incidents in the Wild.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

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

[BibT_eX]

[DOI]

Proceedings of the IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2020

2019

Identifying Disaster Damage Images Using a Domain Adaptation Approach.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Information Systems for Crisis Response and Management, 2019

CrisisDPS: Crisis Data Processing Services.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Information Systems for Crisis Response and Management, 2019

How to Make a Pizza: Learning a Compositional Layer-Based GAN Model.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

Processing Social Media Images by Combining Human and Machine Computing during Crises.

[BibT_eX]

[DOI]

Int. J. Hum. Comput. Interact., 2018

Recurrent neural networks for remote sensing image classification.

[BibT_eX]

[DOI]

IET Comput. Vis., 2018

Using Computer Vision to Study the Effects of BMI on Online Popularity and Weight-Based Homophily.

[BibT_eX]

[DOI]

Proceedings of the Social Informatics, 2018

A Twitter Tale of Three Hurricanes: Harvey, Irma, and Maria.

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference on Information Systems for Crisis Response and Management, 2018

CrisisMMD: Multimodal Twitter Datasets from Natural Disasters.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Web and Social Media, 2018

2017

Erratum to: Implementing 360° Quantified Self for childhood obesity: feasibility study and experiences from a weight loss camp in Qatar.

[BibT_eX]

[DOI]

BMC Medical Informatics Decis. Mak., 2017

Implementing 360° Quantified Self for childhood obesity: feasibility study and experiences from a weight loss camp in Qatar.

[BibT_eX]

[DOI]

BMC Medical Informatics Decis. Mak., 2017

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

[BibT_eX]

[DOI]

Proceedings of the 26th International Conference on World Wide Web, 2017

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

[BibT_eX]

[DOI]

Proceedings of the 14th Proceedings of the International Conference on Information Systems for Crisis Response and Management, 2017

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

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Web and Social Media, 2017

Nazr-CNN: Fine-Grained Classification of UAV Imagery for Damage Assessment.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Data Science and Advanced Analytics, 2017

Learning Cross-Modal Embeddings for Cooking Recipes and Food Images.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Damage Assessment from Social Media Imagery Data During Disasters.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2017, Sydney, Australia, July 31, 2017

Image4Act: Online Social Media Image Processing for Disaster Response.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2017, Sydney, Australia, July 31, 2017

2016

Design and Evaluation of an Interactive Exercise Coaching System for Older Adults: Lessons Learned.

[BibT_eX]

[DOI]

IEEE J. Biomed. Health Informatics, 2016

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

[BibT_eX]

[DOI]

CoRR, 2016

Nazr-CNN: Object Detection and Fine-Grained Classification in Crowdsourced UAV Images.

[BibT_eX]

[DOI]

CoRR, 2016

Combining Human Computing and Machine Learning to Make Sense of Big (Aerial) Data for Disaster Response.

[BibT_eX]

[DOI]

Big Data, 2016

Robust Automated Human Activity Recognition and Its Application to Sleep Research.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining Workshops, 2016

2015

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

[BibT_eX]

[DOI]

CoRR, 2015

360 Quantified Self.

[BibT_eX]

[DOI]

CoRR, 2015

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

[BibT_eX]

[DOI]

Proceedings of the 2015 International Conference on Healthcare Informatics, 2015

360-degree Quantified Self.

[BibT_eX]

[DOI]

Proceedings of the 2015 International Conference on Healthcare Informatics, 2015

Multi-disciplinary Design and In-Home Evaluation of Kinect-Based Exercise Coaching System for Elderly.

[BibT_eX]

[DOI]

Proceedings of the Human Aspects of IT for the Aged Population. Design for Everyday Life, 2015

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

[BibT_eX]

[DOI]

Proceedings of the 2015 International Conference on 3D Vision, 2015

2014

Sequence of the most informative joints (SMIJ): A new representation for human skeletal action recognition.

[BibT_eX]

[DOI]

J. Vis. Commun. Image Represent., 2014

2013

Berkeley MHAD: A comprehensive Multimodal Human Action Database.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE Workshop on Applications of Computer Vision, 2013

Bio-inspired Dynamic 3D Discriminative Skeletal Features for Human Action Recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012

Correction to "Learn2Dance: Learning Statistical Music-to-Dance Mappings for Choreography Synthesis".

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2012

Learn2Dance: Learning Statistical Music-to-Dance Mappings for Choreography Synthesis.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2012

Accuracy and robustness of Kinect pose estimation in the context of coaching of elderly population.

[BibT_eX]

[DOI]

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

2010

Audiovisual analysis for learning and synthesis of dance performances (Dans performanlarının öğrenme ve sentez amaçlı işitsel-görsel analizi)

[BibT_eX]

[DOI]

PhD thesis, 2010

Multi-modal analysis of dance performances for music-driven choreography synthesis.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2010

2008

An audio-driven dancing avatar.

[BibT_eX]

[DOI]

Cristian Canton-Ferrer

Joëlle Tilmanne

Elif Bozkurt

A. Tanju Erdem

J. Multimodal User Interfaces, 2008

Unsupervised dance figure analysis from video for dancing Avatar animation.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2008

Audio-driven human body motion analysis and synthesis.

[BibT_eX]

[DOI]