Ferda Ofli

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 76

Top Topics

Image Classification

Frequency Analysis

Microsoft Kinect

Top Venues

Publications

Firoj Alam, Tanvirul Alam, Ferda Ofli, Muhammad Imran
Robust Training of Social Media Image Classification Models. IEEE Trans. Comput. Soc. Syst. 11 (1) (2024)
Zainab Akhtar, Umair Qazi, Aya El-Sakka, Rizwan Sadiq, Ferda Ofli, Muhammad Imran
Flood Insights: Integrating Remote and Social Sensing Data for Flood Exposure, Damage, and Urgent Needs Mapping. AAAI (2024)
Abdul Wahab Ziaullah, Ferda Ofli, Muhammad Imran
Monitoring Critical Infrastructure Facilities During Disasters Using Large Language Models. CoRR (2024)
Zainab Akhtar, Umair Qazi, Rizwan Sadiq, Aya El-Sakka, Muhammad Sajjad, Ferda Ofli, Muhammad Imran
Mapping Flood Exposure, Damage, and Population Needs Using Remote and Social Sensing: A Case Study of 2022 Pakistan Floods. WWW (2023)
Ethan Weber, Dim P. Papadopoulos, Àgata Lapedriza, Ferda Ofli, Muhammad Imran, Antonio Torralba
Incidents1M: A Large-Scale Dataset of Images With Natural Disasters, Damage, and Incidents. IEEE Trans. Pattern Anal. Mach. Intell. 45 (4) (2023)
Fevziye Irem Eyiokur, Alperen Kantarci, Mustafa Ekrem Erakin, Naser Damer, Ferda Ofli, Muhammad Imran, Janez Krizaj, Albert Ali Salah, Alexander Waibel, Vitomir Struc, Hazim Kemal Ekenel
A survey on computer vision based human analysis in the COVID-19 era. Image Vis. Comput. 130 (2023)
Ferda Ofli, Muhammad Imran, Umair Qazi, Julien Roch, Catherine Pennington, Vanessa J. Banks, Rémy Bossu
Landslide detection in real-time social media image streams. Neural Comput. Appl. 35 (24) (2023)
Firoj Alam, Tanvirul Alam, Md. Arid Hasan, Abul Hasnat, Muhammad Imran, Ferda Ofli
MEDIC: a multi-task learning dataset for disaster image classification. Neural Comput. Appl. 35 (3) (2023)
Ferda Ofli, Umair Qazi, Muhammad Imran, Julien Roch, Catherine Pennington, Vanessa J. Banks, Rémy Bossu
A Real-Time System for Detecting Landslide Reports on Social Media Using Artificial Intelligence. ICWE (2022)
Alperen Kantarci, Ferda Ofli, Muhammad Imran, Hazim Kemal Ekenel
Bias-Aware Face Mask Detection Dataset. CoRR (2022)
Muhammad Imran, Umair Qazi, Ferda Ofli
TBCOV: Two Billion Multilingual COVID-19 Tweets with Sentiment, Entity, Geo, and Gender Labels. Data 7 (1) (2022)
Ferda Ofli, Umair Qazi, Muhammad Imran, Julien Roch, Catherine Pennington, Vanessa J. Banks, Rémy Bossu
A Real-time System for Detecting Landslide Reports on Social Media using Artificial Intelligence. CoRR (2022)
Nando Metzger, John E. Vargas-Muñoz, Rodrigo Caye Daudt, Benjamin Kellenberger, Thao Ton-That Whelan, Ferda Ofli, Muhammad Imran, Konrad Schindler, Devis Tuia
Fine-grained Population Mapping from Coarse Census Counts and Open Geodata. CoRR (2022)
Dim P. Papadopoulos, Enrique Mora, Nadiia Chepurko, Kuan Wei Huang, Ferda Ofli, Antonio Torralba
Learning Program Representations for Food Images and Cooking Recipes. CoRR (2022)
Ethan Weber, Dim P. Papadopoulos, Àgata Lapedriza, Ferda Ofli, Muhammad Imran, Antonio Torralba
Incidents1M: a large-scale dataset of images with natural disasters, damage, and incidents. CoRR (2022)
Dim P. Papadopoulos, Enrique Mora, Nadiia Chepurko, Kuan Wei Huang, Ferda Ofli, Antonio Torralba
Learning Program Representations for Food Images and Cooking Recipes. CVPR (2022)
Fevziye Irem Eyiokur, Alperen Kantarci, Mustafa Ekrem Erakin, Naser Damer, Ferda Ofli, Muhammad Imran, Janez Krizaj, Albert Ali Salah, Alexander Waibel, Vitomir Struc, Hazim Kemal Ekenel
A Survey on Computer Vision based Human Analysis in the COVID-19 Era. CoRR (2022)
Seymanur Akti, Ferda Ofli, Muhammad Imran, Hazim Kemal Ekenel
Fight Detection from Still Images in the Wild. WACV (Workshops) (2022)
Muhammad Imran, Umair Qazi, Ferda Ofli, Steve Peterson, Firoj Alam
AI for Disaster Rapid Damage Assessment from Microblogs. AAAI (2022)
Ferda Ofli, Muhammad Imran, Umair Qazi, Julien Roch, Catherine Pennington, Vanessa J. Banks, Rémy Bossu
Landslide Detection in Real-Time Social Media Image Streams. CoRR (2021)
Firoj Alam, Tanvirul Alam, Md. Arid Hasan, Abul Hasnat, Muhammad Imran, Ferda Ofli
MEDIC: A Multi-Task Learning Dataset for Disaster Image Classification. CoRR (2021)
Zainab Akhtar, Ferda Ofli, Muhammad Imran
Towards Using Remote Sensing and Social Media Data for Flood Mapping. ISCRAM (2021)
Firoj Alam, Tanvirul Alam, Ferda Ofli, Muhammad Imran
Social Media Images Classification Models for Real-time Disaster Response. CoRR (2021)
Benjamin Kellenberger, John E. Vargas-Muñoz, Devis Tuia, Rodrigo Caye Daudt, Konrad Schindler, Thao T.-T. Whelan, Brenda Ayo, Ferda Ofli, Muhammad Imran
Mapping Vulnerable Populations with AI. CoRR (2021)
Seymanur Akti, Ferda Ofli, Muhammad Imran, Hazim Kemal Ekenel
Fight Detection from Still Images in the Wild. CoRR (2021)
Javier Marín, Aritro Biswas, Ferda Ofli, Nicholas Hynes, Amaia Salvador, Yusuf Aytar, Ingmar Weber, Antonio Torralba
Recipe1M+: A Dataset for Learning Cross-Modal Embeddings for Cooking Recipes and Food Images. IEEE Trans. Pattern Anal. Mach. Intell. 43 (1) (2021)
Muhammad Imran, Umair Qazi, Ferda Ofli
TBCOV: Two Billion Multilingual COVID-19 Tweets with Sentiment, Entity, Geo, and Gender Labels. CoRR (2021)
Firoj Alam, Umair Qazi, Muhammad Imran, Ferda Ofli
HumAID: Human-Annotated Disaster Incidents Data from Twitter with Deep Learning Benchmarks. CoRR (2021)
Firoj Alam, Umair Qazi, Muhammad Imran, Ferda Ofli
HumAID: Human-Annotated Disaster Incidents Data from Twitter with Deep Learning Benchmarks. ICWSM (2021)
Firoj Alam, Hassan Sajjad, Muhammad Imran, Ferda Ofli
CrisisBench: Benchmarking Crisis-related Social Media Datasets for Humanitarian Information Processing. ICWSM (2021)
Ingmar Weber, Muhammad Imran, Ferda Ofli, Fouad Mrad, Jennifer Colville, Mehdi Fathallah, Alissar Chaker, Wigdan Seed Ahmed
Non-traditional data sources: providing insights into sustainable development. Commun. ACM 64 (4) (2021)
Firoj Alam, Ferda Ofli, Muhammad Imran, Tanvirul Alam, Umair Qazi
Deep Learning Benchmarks and Datasets for Social Media Image Classification for Disaster Response. ASONAM (2020)
Muhammad Imran, Firoj Alam, Umair Qazi, Steve Peterson, Ferda Ofli
Rapid Damage Assessment Using Social Media Images by Combining Human and Machine Intelligence. ISCRAM (2020)
Ethan Weber, Nuria Marzo, Dim P. Papadopoulos, Aritro Biswas, Àgata Lapedriza, Ferda Ofli, Muhammad Imran, Antonio Torralba
Detecting Natural Disasters, Damage, and Incidents in the Wild. ECCV (19) (2020)
Firoj Alam, Hassan Sajjad, Muhammad Imran, Ferda Ofli
Standardizing and Benchmarking Crisis-related Social Media Datasets for Humanitarian Information Processing. CoRR (2020)
Ethan Weber, Nuria Marzo, Dim P. Papadopoulos, Aritro Biswas, Àgata Lapedriza, Ferda Ofli, Muhammad Imran, Antonio Torralba
Detecting natural disasters, damage, and incidents in the wild. CoRR (2020)
Ferda Ofli, Firoj Alam, Muhammad Imran
Analysis of Social Media Data using Multimodal Deep Learning for Disaster Response. ISCRAM (2020)
Ferda Ofli, Firoj Alam, Muhammad Imran
Analysis of Social Media Data using Multimodal Deep Learning for Disaster Response. CoRR (2020)
Firoj Alam, Ferda Ofli, Muhammad Imran
Descriptive and visual summaries of disaster events using artificial intelligence techniques: case studies of Hurricanes Harvey, Irma, and Maria. Behav. Inf. Technol. 39 (3) (2020)
Umair Qazi, Muhammad Imran, Ferda Ofli
GeoCoV19: A Dataset of Hundreds of Millions of Multilingual COVID-19 Tweets with Location Information. CoRR (2020)
Umair Qazi, Muhammad Imran, Ferda Ofli
GeoCoV19: a dataset of hundreds of millions of multilingual COVID-19 tweets with location information. ACM SIGSPATIAL Special 12 (1) (2020)
Pakhee Kumar, Ferda Ofli, Muhammad Imran, Carlos Castillo
Detection of Disaster-Affected Cultural Heritage Sites from Social Media Images Using Deep Learning Techniques. ACM Journal on Computing and Cultural Heritage 13 (3) (2020)
Muhammad Imran, Firoj Alam, Umair Qazi, Steve Peterson, Ferda Ofli
Rapid Damage Assessment Using Social Media Images by Combining Human and Machine Intelligence. CoRR (2020)
Muhammad Imran, Ferda Ofli, Doina Caragea, Antonio Torralba
Using AI and Social Media Multimodal Content for Disaster Response and Management: Opportunities, Challenges, and Future Directions. Inf. Process. Manag. 57 (5) (2020)
Masoomali Fatehkia, Benjamin Coles, Ferda Ofli, Ingmar Weber
The Relative Value of Facebook Advertising Data for Poverty Mapping. ICWSM (2020)
Firoj Alam, Ferda Ofli, Muhammad Imran, Tanvirul Alam, Umair Qazi
Deep Learning Benchmarks and Datasets for Social Media Image Classification for Disaster Response. CoRR (2020)
Firoj Alam, Ferda Ofli, Muhammad Imran
CrisisDPS: Crisis Data Processing Services. ISCRAM (2019)
Dim P. Papadopoulos, Youssef Tamaazousti, Ferda Ofli, Ingmar Weber, Antonio Torralba
How to Make a Pizza: Learning a Compositional Layer-Based GAN Model. CVPR (2019)
Xukun Li, Doina Caragea, Cornelia Caragea, Muhammad Imran, Ferda Ofli
Identifying Disaster Damage Images Using a Domain Adaptation Approach. ISCRAM (2019)
Dim P. Papadopoulos, Youssef Tamaazousti, Ferda Ofli, Ingmar Weber, Antonio Torralba
How to make a pizza: Learning a compositional layer-based GAN model. CoRR (2019)
Firoj Alam, Ferda Ofli, Muhammad Imran, Michaël Aupetit
A Twitter Tale of Three Hurricanes: Harvey, Irma, and Maria. ISCRAM (2018)
Firoj Alam, Ferda Ofli, Muhammad Imran, Michaël Aupetit
A Twitter Tale of Three Hurricanes: Harvey, Irma, and Maria. CoRR (2018)
Javier Marín, Aritro Biswas, Ferda Ofli, Nicholas Hynes, Amaia Salvador, Yusuf Aytar, Ingmar Weber, Antonio Torralba
Recipe1M: A Dataset for Learning Cross-Modal Embeddings for Cooking Recipes and Food Images. CoRR (2018)
Firoj Alam, Ferda Ofli, Muhammad Imran
Processing Social Media Images by Combining Human and Machine Computing during Crises. Int. J. Hum. Comput. Interact. 34 (4) (2018)
Mohamed Ilyes Lakhal, Hakan Çevikalp, Sergio Escalera, Ferda Ofli
Recurrent neural networks for remote sensing image classification. IET Comput. Vis. 12 (7) (2018)
Firoj Alam, Ferda Ofli, Muhammad Imran
CrisisMMD: Multimodal Twitter Datasets from Natural Disasters. ICWSM (2018)
Enes Kocabey, Ferda Ofli, Javier Marín, Antonio Torralba, Ingmar Weber
Using Computer Vision to Study the Effects of BMI on Online Popularity and Weight-Based Homophily. SocInfo (2) (2018)
Firoj Alam, Ferda Ofli, Muhammad Imran
CrisisMMD: Multimodal Twitter Datasets from Natural Disasters. CoRR (2018)
Luis Fernández-Luque, Meghna Singh, Ferda Ofli, Yelena Mejova, Ingmar Weber, Michaël Aupetit, Sahar Karim Jreige, Ahmed K. Elmagarmid, Jaideep Srivastava, Mohamed Ahmedna
Implementing 360° Quantified Self for childhood obesity: feasibility study and experiences from a weight loss camp in Qatar. BMC Medical Informatics Decis. Mak. 17 (1) (2017)
Ferda Ofli, Yusuf Aytar, Ingmar Weber, Raggi al Hammouri, Antonio Torralba
Is Saki #delicious? The Food Perception Gap on Instagram and Its Relation to Health. CoRR (2017)
Dat Tien Nguyen, Ferda Ofli, Muhammad Imran, Prasenjit Mitra
Damage Assessment from Social Media Imagery Data During Disasters. ASONAM (2017)
Luis Fernández-Luque, Meghna Singh, Ferda Ofli, Yelena Mejova, Ingmar Weber, Michaël Aupetit, Sahar Karim Jreige, Ahmed K. Elmagarmid, Jaideep Srivastava, Mohamed Ahmedna
Erratum to: Implementing 360° Quantified Self for childhood obesity: feasibility study and experiences from a weight loss camp in Qatar. BMC Medical Informatics Decis. Mak. 17 (1) (2017)
Enes Kocabey, Mustafa Camurcu, Ferda Ofli, Yusuf Aytar, Javier Marín, Antonio Torralba, Ingmar Weber
Face-to-BMI: Using Computer Vision to Infer Body Mass Index on Social Media. CoRR (2017)
Enes Kocabey, Mustafa Camurcu, Ferda Ofli, Yusuf Aytar, Javier Marín, Antonio Torralba, Ingmar Weber
Face-to-BMI: Using Computer Vision to Infer Body Mass Index on Social Media. ICWSM (2017)
Nazia Attari, Ferda Ofli, Mohammad Awad, Ji Lucas, Sanjay Chawla
Nazr-CNN: Fine-Grained Classification of UAV Imagery for Damage Assessment. DSAA (2017)
Ferda Ofli, Yusuf Aytar, Ingmar Weber, Raggi al Hammouri, Antonio Torralba
Is Saki #delicious?: The Food Perception Gap on Instagram and Its Relation to Health. WWW (2017)
Firoj Alam, Muhammad Imran, Ferda Ofli
Image4Act: Online Social Media Image Processing for Disaster Response. ASONAM (2017)
Amaia Salvador, Nicholas Hynes, Yusuf Aytar, Javier Marín, Ferda Ofli, Ingmar Weber, Antonio Torralba
Learning Cross-Modal Embeddings for Cooking Recipes and Food Images. CVPR (2017)
Dat Tien Nguyen, Firoj Alam, Ferda Ofli, Muhammad Imran
Automatic Image Filtering on Social Networks Using Deep Learning and Perceptual Hashing During Crises. CoRR (2017)
Dat Tien Nguyen, Firoj Alam, Ferda Ofli, Muhammad Imran
Automatic Image Filtering on Social Networks Using Deep Learning and Perceptual Hashing During Crises. ISCRAM (2017)
Ferda Ofli, Patrick Meier, Muhammad Imran, Carlos Castillo, Devis Tuia, Rey Nicolas, Julien Briant, Pauline M. Rudd, Friedrich Reinhard, Matthew Parkan, Stéphane Joost
Combining Human Computing and Machine Learning to Make Sense of Big (Aerial) Data for Disaster Response. Big Data 4 (1) (2016)
Aarti Sathyanarayana, Ferda Ofli, Luis Fernández-Luque, Jaideep Srivastava, Ahmed K. Elmagarmid, Teresa Arora, Shahrad Taheri
Robust Automated Human Activity Recognition and its Application to Sleep Research. CoRR (2016)
Nazia Attari, Ferda Ofli, Mohammad Awad, Ji Lucas, Sanjay Chawla
Nazr-CNN: Object Detection and Fine-Grained Classification in Crowdsourced UAV Images. CoRR (2016)
Ferda Ofli, Gregorij Kurillo, Stepán Obdrzálek, Ruzena Bajcsy, Holly Brügge Jimison, Misha Pavel
Design and Evaluation of an Interactive Exercise Coaching System for Older Adults: Lessons Learned. IEEE J. Biomed. Health Informatics 20 (1) (2016)
Aarti Sathyanarayana, Shafiq R. Joty, Luis Fernández-Luque, Ferda Ofli, Jaideep Srivastava, Ahmed K. Elmagarmid, Shahrad Taheri, Teresa Arora
Impact of Physical Activity on Sleep: A Deep Learning Based Exploration. CoRR (2016)
Aarti Sathyanarayana, Ferda Ofli, Luis Fernández-Luque, Jaideep Srivastava, Ahmed K. Elmagarmid, Teresa Arora, Shahrad Taheri
Robust Automated Human Activity Recognition and Its Application to Sleep Research. ICDM Workshops (2016)
Qifei Wang, Gregorij Kurillo, Ferda Ofli, Ruzena Bajcsy
Unsupervised Temporal Segmentation of Repetitive Human Actions Based on Kinematic Modeling and Frequency Analysis. 3DV (2015)
Qifei Wang, Gregorij Kurillo, Ferda Ofli, Ruzena Bajcsy
Unsupervised Temporal Segmentation of Repetitive Human Actions Based on Kinematic Modeling and Frequency Analysis. CoRR (2015)
Gregorij Kurillo, Ferda Ofli, Jennifer Marcoe, Paul N. Gorman, Holly B. Jimison, Misha Pavel, Ruzena Bajcsy
Multi-disciplinary Design and In-Home Evaluation of Kinect-Based Exercise Coaching System for Elderly. HCI (26) (2015)
Qifei Wang, Gregorij Kurillo, Ferda Ofli, Ruzena Bajcsy
Evaluation of Pose Tracking Accuracy in the First and Second Generations of Microsoft Kinect. ICHI (2015)
Hamed Haddadi, Ferda Ofli, Yelena Mejova, Ingmar Weber, Jaideep Srivastava
360-degree Quantified Self. ICHI (2015)
Hamed Haddadi, Ferda Ofli, Yelena Mejova, Ingmar Weber, Jaideep Srivastava
360 Quantified Self. CoRR (2015)
Qifei Wang, Gregorij Kurillo, Ferda Ofli, Ruzena Bajcsy
Evaluation of Pose Tracking Accuracy in the First and Second Generations of Microsoft Kinect. CoRR (2015)
Qifei Wang, Gregorij Kurillo, Ferda Ofli, Ruzena Bajcsy
Remote Health Coaching System and Human Motion Data Analysis for Physical Therapy with Microsoft Kinect. CoRR (2015)
Ferda Ofli, Rizwan Chaudhry, Gregorij Kurillo, René Vidal, Ruzena Bajcsy
Sequence of the most informative joints (SMIJ): A new representation for human skeletal action recognition. J. Vis. Commun. Image Represent. 25 (1) (2014)
Rizwan Chaudhry, Ferda Ofli, Gregorij Kurillo, Ruzena Bajcsy, René Vidal
Bio-inspired Dynamic 3D Discriminative Skeletal Features for Human Action Recognition. CVPR Workshops (2013)
Ferda Ofli, Rizwan Chaudhry, Gregorij Kurillo, René Vidal, Ruzena Bajcsy
Berkeley MHAD: A comprehensive Multimodal Human Action Database. WACV (2013)
Ferda Ofli, Rizwan Chaudhry, Gregorij Kurillo, René Vidal, Ruzena Bajcsy
Sequence of the Most Informative Joints (SMIJ): A new representation for human skeletal action recognition. CVPR Workshops (2012)
Ferda Ofli, Engin Erzin, Yücel Yemez, A. Murat Tekalp
Learn2Dance: Learning Statistical Music-to-Dance Mappings for Choreography Synthesis. IEEE Trans. Multim. 14 (3-2) (2012)
Ferda Ofli, Engin Erzin, Yücel Yemez, A. Murat Tekalp
Correction to "Learn2Dance: Learning Statistical Music-to-Dance Mappings for Choreography Synthesis". IEEE Trans. Multim. 14 (4) (2012)
Stepán Obdrzálek, Gregorij Kurillo, Ferda Ofli, Ruzena Bajcsy, Edmund Y. W. Seto, Holly B. Jimison, Michael Pavel
Accuracy and robustness of Kinect pose estimation in the context of coaching of elderly population. EMBC (2012)
Ferda Ofli, Engin Erzin, Yucel Yemez, A. Murat Tekalp
Multi-modal analysis of dance performances for music-driven choreography synthesis. ICASSP (2010)
Ferda Ofli, Cristian Canton-Ferrer, Joëlle Tilmanne, Yasemin Demir, Elif Bozkurt, Yucel Yemez, Engin Erzin, A. Murat Tekalp
Audio-driven human body motion analysis and synthesis. ICASSP (2008)
Ferda Ofli, Yasemin Demir, Yücel Yemez, Engin Erzin, A. Murat Tekalp, Koray Balci, Idil Kizoglu, Lale Akarun, Cristian Canton-Ferrer, Joëlle Tilmanne, Elif Bozkurt, A. Tanju Erdem
An audio-driven dancing avatar. J. Multimodal User Interfaces 2 (2) (2008)
Ferda Ofli, Engin Erzin, Yücel Yemez, A. Murat Tekalp, Çigdem Eroglu Erdem, A. Tanju Erdem, Tolga Abaci, Mehmet K. Özkan
Unsupervised dance figure analysis from video for dancing Avatar animation. ICIP (2008)
Ferda Ofli, Yasemin Demir, Engin Erzin, Yücel Yemez, A. Murat Tekalp
Multicamera audio-visual analysis of dance figures using segmented body model. EUSIPCO (2007)
Ferda Ofli, Engin Erzin, Yucel Yemez, A. Murat Tekalp
Estimation and Analysis of Facial Animation Parameter Patterns. ICIP (4) (2007)
Ferda Ofli, Yasemin Demir, Engin Erzin, Yücel Yemez, A. Murat Tekalp
Multicamera Audio-Visual Analysis of Dance Figures. ICME (2007)
Mehmet Emre Sargin, Oya Aran, Alexey Karpov, Ferda Ofli, Yelena Yasinnik, Stephen Wilson, Engin Erzin, Yücel Yemez, A. Murat Tekalp
Combined Gesture-Speech Analysis and Speech Driven Gesture Synthesis. ICME (2006)