Table of Contents

• Model Fusion for Efficient Flood-Related Twitter Posts DetectionStelios Kontogiannis, Georgia Christodoulou, Konstantinos Avgerinakis. [doi]
• Forecasting Long-Term Urban Air Quality Index using Multi-ModelKhanh-Linh Vo, Gia-Nghi Phuc-Nguyen, Nhat-Hao Pham, Tuong-Nghiem Diep. [doi]
• Textual Concept Expansion for Text-Image Matching within Online News ContentMingliang Liang, Martha A. Larson. [doi]
• Predicting Video Memorability Using a Model Pretrained with Natural Language SupervisionMirko Agarla, Luigi Celona, Raimondo Schettini. [doi]
• Quest for Insight: Predicting Memorability based on Frequency of N-GramsMuhammad Mustafa Ali Usmani, Sumaiyah Zahid, Muhammad Atif Tahir. [doi]
• CLIP Pre-trained Models for Cross-modal Retrieval in NewsImages 2022Yang Zhang, Yi Shao, Wenbo Wan, Jing Li 0046, Jiande Sun 0001. [doi]
• Visual Recognition of the Memento10k dataset: A P300 component ERP studyRachelle Hamelink. [doi]
• Modelling of Video Memorability using Ensemble Learning and TransformersMuhammad Mustafa Ali Usmani, Sumaiyah Zahid, Muhammad Atif Tahir. [doi]
• Diffusing Surrogate Dreams of Video Scenes to Predict Video MemorabilityLorin Sweeney, Graham Healy, Alan F. Smeaton. [doi]
• Baseline Method for the Sport Task of MediaEval 2022 with 3D CNNs using Attention MechanismPierre-Etienne Martin. [doi]
• Classifying Text-Based Conspiracy Tweets related to COVID-19 using Contextualized Word EmbeddingsAbdul Rehman, Rabeeh Ayaz Abbasi, Irfan ul Haq Qureshi, Akmal Saeed Khattak. [doi]
• Tail-Aware Sperm Analysis for Transparent Tracking of SpermatozoaTuan-Luc Huynh, Huu Hung Nguyen, Xuan-Nhat Hoang, Thao Thi Phuong Dao, Tien-Phat Nguyen, Viet-Tham Huynh, Hai Dang Nguyen, Trung-Nghia Le, Minh-Triet Tran. [doi]
• Sport Task: Fine Grained Action Detection and Classification of Table Tennis Strokes from Videos for MediaEval 2022Pierre-Etienne Martin, Jordan Calandre, Boris Mansencal, Jenny Benois-Pineau, Renaud Péteri, Laurent Mascarilla, Julien Morlier. [doi]
• Video Memorability Prediction using Deep Features and Loss-based Memorability Distribution EstimationSafaa Azzakhnini, Olfa Ben Ahmed, Christine Fernandez-Maloigne. [doi]
• MUSTI - Multimodal Understanding of Smells in Texts and Images at MediaEval 2022Ali Hürriyetoglu, Teresa Paccosi, Stefano Menini, Mathias Zinnen, Pasquale Lisena, Kiymet Akdemir, Raphaël Troncy, Marieke van Erp. [doi]
• Overview of MediaEval 2022 Urban Air: Urban Life and Air PollutionMinh-Son Dao, Thanh Hai Dang, Tan-Loc Nguyen-Tai, Thanh Binh Nguyen, Duc-Tien Dang-Nguyen. [doi]
• Floods Relevancy and Identification of Location from Twitter Posts using NLP TechniquesMuhammad Suleman, Muhammad Asif Ayub, Tayyab Zamir, Ayaz Mehmood, Jebran Khan, Nasir Ahmad, Kashif Ahmad. [doi]
• Multilingual Text-Image Olfactory Object Matching Based on Object DetectionYi Shao, Yang Zhang, Wenbo Wan, Jing Li, Jiande Sun. [doi]
• Graph Neural Network for Fake News Detection and Classification of Unlabelled Nodes at MediaEval 2022Asep Maulana, Konstantin Pogorelov, Daniel Thilo Schroeder, Johannes Langguth. [doi]
• AIMultimediaLab at MediaEval 2022: Predicting Media Memorability Using Video Vision Transformers and Augmented Memorable MomentsMihai Gabriel Constantin, Bogdan Ionescu. [doi]
• Medico Multimedia Task at MediaEval 2022: Transparent Tracking of SpermatozoaVajira Thambawita, Steven Hicks, Andrea M. Storås, Jorunn M. Andersen, Oliwia Witczak, Trine B. Haugen, Hugo Hammer, Thu Nguyen, Pål Halvorsen, Michael Riegler 0001. [doi]
• DisasterMM: Multimedia Analysis of Disaster-Related Social Media Data Task at MediaEval 2022Stelios Andreadis, Aristeidis Bozas, Ilias Gialampoukidis, Anastasia Moumtzidou, Roberto Fiorin, Francesca Lombardo, Thanassis Mavropoulos, Daniele Norbiato, Stefanos Vrochidis, Michele Ferri, Ioannis Kompatsiaris. [doi]
• HCMUS in MediaEval 2022 - Urban Air - Periodic frequent pattern discoveryDuc Huy Tran, Vinh-Thuyen Nguyen-Truong, Xuan-Cuong Le, Minh-Triet Tran, Hai Dang Nguyen. [doi]
• Understanding Media Memorability From Event-Related Potential Records And Visual SemanticsRicardo Kleinlein, Enrique Rodríguez Sebastián, Fernando Fernández-Martínez. [doi]
• Overview of The MediaEval 2022 Predicting Video Memorability TaskLorin Sweeney, Mihai Gabriel Constantin, Claire-Hélène Demarty, Camilo Fosco, Alba Garcia Seco de Herrera, Sebastian Halder 0001, Graham Healy, Bogdan Ionescu, Ana Matran-Fernandez, Alan F. Smeaton, Mushfika Sultana. [doi]
• An Ensemble Approach Towards Correlating Articles and their Corresponding ImagesSudhanva Rajesh, Ashwath Krishnan, Bhaskarjyoti Das. [doi]
• Image-Text Re-Matching with Zero-shot and Finetuning of CLIPYuta Fukatsu, Masaki Aono. [doi]
• CNN-GRU for Air Quality Index ForecastingVan Tien Nguyen, Hai Dang Nguyen, Minh-Triet Tran. [doi]
• Tracking of Spermatozoa by YOLOv5 Detection and StrongSORT with OSNet TrackerMartin Kosela, Jakub Aszyk, Mateusz Jarek, Jakub Klimek, Tomasz Prokop. [doi]
• SwimTrack: Swimmers and Stroke Rate Detection in Elite Race VideosNicolas Jacquelin, Jaunet Théo, Romain Vuillemot, Stefan Duffner. [doi]
• HFFD: Hybrid Fusion Based Multimodal Flood Relevance DetectionYi Shao, Yang Zhang, Ye Jiang, Wenbo Wan, Jing Li 0046, Jiande Sun 0001. [doi]
• Multimodal and Multilingual Understanding of Smells using VilBERT and mUNITERKiymet Akdemir, Ali Hürriyetoglu, Raphaël Troncy, Teresa Paccosi, Stefano Menini, Mathias Zinnen, Vincent Christlein. [doi]
• Representational Learning for the Detection of COVID Related Conspiracy Spreaders in Online PlatformsAdrian Giron-Jimenez, Ángel Panizo-LLedot, Javier Torregrosa, David Camacho. [doi]
• Transformers and GNNs for Fake News DetectionStefano Bocconi, Alessandro Patruno, Andrey Malakhov. [doi]
• Textual Analysis for Video Memorability PredictionCamille Guinaudeau, Andreu Girbau Xalabarder. [doi]
• Re-matching Images and News Using CLIP Pretrained ModelHuu-Nghia Vu, Hai Dang Nguyen, Minh-Triet Tran. [doi]
• Time Series Prediction Of AQI using Facebook Prophet and YOLOV5Omer Qureshi, Muhammad Osaid, Muhammad Atif Tahir, Muhammad Nouman Durrani. [doi]
• Managing Large Dataset Gaps in Urban Air Quality Prediction: DCU-Insight-AQ at MediaEval 2022Dinh Viet Cuong, Phuc H. Le-Khac, Adam Stapleton, Elke Eichelmann, Mark Roantree, Alan F. Smeaton. [doi]
• Tackling Covid-19 Conspiracies on Twitter using BERT Ensembles, GPT-3 Augmentation, and Graph NNsDamir Korencic, Ivan Grubisic 0002, Gretel Liz De la Peña Sarracén, Alejandro Héctor Toselli, Berta Chulvi, Paolo Rosso. [doi]
• Identifying Misinformation Spreaders: A Graph-Based Semi-Supervised Learning ApproachAtta Ullah, Rabeeh Ayaz Abbasi, Akmal Saeed Khattak, Anwar Said. [doi]
• Cross-modal Networks and Dual Softmax Operation for MediaEval NewsImages 2022Damianos Galanopoulos, Vasileios Mezaris. [doi]
• Combining Tweets and Connections Graph for FakeNews Detection at MediaEval 2022Konstantin Pogorelov, Daniel Thilo Schroeder, Stefan Brenner, Asep Maulana, Johannes Langguth. [doi]
• NjordVid: A Fishing Trawler Video Analytics TaskTor-Arne S. Nordmo, Aril B. Ovesen, Håvard D. Johansen, Dag Johansen, Michael Riegler 0001. [doi]
• Evaluating TF-IDF and Transformers-based models for Detecting COVID-19 related ConspiraciesRohullah Akbari. [doi]
• Fine-Grained Action Detection with RGB and Pose Information using Two Stream Convolutional NetworksLeonard Hacker, Finn Bartels, Pierre-Etienne Martin. [doi]
• BERT Based Fake News Detection ModelYang Zhang, Yi Shao, Wenbo Wan, Jing Li, Jiande Sun, Xuan Zhang. [doi]
• Understanding Fine-tuned BERT Models for Flood Location Extraction on Twitter DataJane Arleth Dela Cruz, Iris Hendrickx, Martha A. Larson. [doi]
• Relevance Classification of Flood-related Twitter Posts via Multiple TransformersWisal Mukhtiar, Waliiya Rizwan, Aneela Habib, Yasir Saleem Afridi, Laiq Hassan, Kashif Ahmad. [doi]
• Multi-model Estimators and Ensemble-based Regressors for Predicting Video MemorabilityGokul Prakash R, Bhuvana Jayaraman, Eeswara Anvesh Chodisetty, Arjun Mukesh, Mirnalinee T. T. [doi]
• Addressing Generalization Failure in Deep Detection Models for Fishing Trawler Video AnalyticsBirk Torpmann-Hagen, Pål Halvorsen, Michael Riegler 0001, Dag Johansen. [doi]
• Detection of COVID-19-Related Conspiracy Theories in Tweets using Transformer-Based Models and Node Embedding TechniquesYouri Peskine, Paolo Papotti, Raphaël Troncy. [doi]
• News Images in MediaEval 2022Benjamin Kille, Andreas Lommatzsch, Özlem Özgöbek, Mehdi Elahi, Duc-Tien Dang-Nguyen. [doi]