Table of Contents

• Show and Recall @ MediaEval 2018 ViMemNet: Predicting Video MemorabilityRitwick Chaudhry, Manoj Kilaru, Sumit Shekhar. [doi]
• Visual and Audio Analysis of Movies Video for Emotion Detection @ Emotional Impact of Movies Task MediaEval 2018Elissavet Batziou, Emmanouil Michail, Konstantinos Avgerinakis, Stefanos Vrochidis, Ioannis Patras, Ioannis Kompatsiaris. [doi]
• RUC at MediaEval 2018: Visual and Textual Features Exploration for Predicting Media MemorabilityShuai Wang, Weiying Wang, Shizhe Chen, Qin Jin. [doi]
• Baseline Algorithms for Predicting the Interest in News Based on Multimedia-DataAndreas Lommatzsch, Benjamin Kille. [doi]
• Medico Multimedia Task at MediaEval 2018Konstantin Pogorelov, Michael Riegler, Pål Halvorsen, Steven Alexander Hicks, Kristin Ranheim Randel, Duc-Tien Dang-Nguyen, Mathias Lux, Olga Ostroukhova, Thomas de Lange. [doi]
• Deep Learning Based Disease Detection Using Domain Specific Transfer LearningSteven Alexander Hicks, Pia H. Smedsrud, Pål Halvorsen, Michael Riegler. [doi]
• First Steps in Pixel Privacy: Exploring Deep Learning-based Image Enhancement against Large-Scale Image InferenceZhuoran Liu, Zhengyu Zhao. [doi]
• Pixel Privacy: Increasing Image Appeal while Blocking Automatic Inference of Sensitive Scene InformationMartha Larson, Zhuoran Liu, Simon Brugman, Zhengyu Zhao. [doi]
• Detection of Road Passability from Social Media and Satellite ImagesArmin Kirchknopf, Djordje Slijepcevic, Matthias Zeppelzauer, Markus Seidl. [doi]
• Transfer Learning with CNN Architectures for Classifying Gastrointestinal Diseases and Anatomical LandmarksDanielle Dias, Ulisses Dias. [doi]
• THUHCSI in MediaEval 2018 Emotional Impact of Movies TaskYe Ma, Xihao Liang, Mingxing Xu. [doi]
• Weighted Discriminant Embedding: Discriminant Subspace Learning for Imbalanced Medical Data ClassificationTobey H. Ko, Zhonglei Gu, Yang Liu. [doi]
• GLA in MediaEval 2018 Emotional Impact of Movies TaskJennifer J. Sun, Ting Liu, Gautam Prasad. [doi]
• GIBIS at MediaEval 2018: Predicting Media Memorability TaskRicardo Manhães Savii, Samuel Felipe dos Santos, Jurandy Almeida. [doi]
• CNN Features for Emotional Impact of Movies TaskYun Yi, Hanli Wang, Qinyu Li. [doi]
• The 2018 Medico Multimedia Task Submission of Team NOAT Using Neural Network Features and Search-based ClassificationMichael Steiner, Mathias Lux, Pål Halvorsen. [doi]
• The Medico-Task 2018: Disease Detection in the Gastrointestinal Tract Using Global Features and Deep LearningVajira Thambawita, Debesh Jha, Michael Riegler, Pål Halvorsen, Hugo Lewi Hammer, Håvard D. Johansen, Dag Johansen. [doi]
• Dublin's Participation in the Predicting Media Memorability Task at MediaEval 2018Alan F. Smeaton, Owen Corrigan, Paul Dockree, Cathal Gurrin, Graham Healy, Feiyan Hu, Kevin McGuinness, Eva Mohedano, Tomás Ward. [doi]
• IM-JAIC at MediaEval 2018 Emotional Impact of Movies TaskChloe Loughridge, Julia Moseyko. [doi]
• Exploring Three Views on Image Enhancement for Pixel PrivacySimon Brugman, Maciej Wysokinski, Martha Larson. [doi]
• NewsREEL Multimedia at MediaEval 2018: News Recommendation with Image and Text ContentAndreas Lommatzsch, Benjamin Kille, Frank Hopfgartner, Leif Ramming. [doi]
• Transductive Parameter Transfer, Bags of Dense Trajectories and MILES for No-Audio Multimodal Speech DetectionLaura Cabrera Quiros, Ekin Gedik, Hayley Hung. [doi]
• Early and Late Fusion of Classifiers for the MediaEval Medico TaskMario Taschwer, Manfred Jürgen Primus, Klaus Schoeffmann, Oge Marques. [doi]
• Transfer Learning for Video Memorability PredictionRomain Cohendet, Claire-Hélène Demarty, Ngoc Q. K. Duong. [doi]
• A Multimodal Approach in Estimating Road Passability Through a Flooded Area Using Social Media and Satellite ImagesAnastasia Moumtzidou, Panagiotis Giannakeris, Stelios Andreadis, Athanasios Mavropoulos, Georgios Meditskos, Ilias Gialampoukidis, Konstantinos Avgerinakis, Stefanos Vrochidis, Ioannis Kompatsiaris. [doi]
• GameStory Task at MediaEval 2018Mathias Lux, Michael Riegler, Duc-Tien Dang-Nguyen, Marcus Larson, Martin Potthast, Pål Halvorsen. [doi]
• The MediaEval 2018 AcousticBrainz Genre Task: Content-based Music Genre Recognition from Multiple SourcesDmitry Bogdanov, Alastair Porter, Julián Urbano, Hendrik Schreiber. [doi]
• Eyes and Ears Together: New Task for Multimodal Spoken Content AnalysisYasufumi Moriya, Ramon Sanabria, Florian Metze, Gareth J. F. Jones. [doi]
• Transfer Learning with Prioritized Classification and Training Dataset Equalization for Medical Objects DetectionOlga Ostroukhova, Konstantin Pogorelov, Michael Riegler, Duc-Tien Dang-Nguyen, Pål Halvorsen. [doi]
• Learning Memorability Preserving Subspace for Predicting Media MemorabilityYang Liu, Zhonglei Gu, Tobey H. Ko. [doi]
• Automatic Hyperparameter Optimization in Keras for the MediaEval 2018 Medico Multimedia TaskRune Johan Borgli, Pål Halvorsen, Michael Riegler, Håkon Kvale Stensland. [doi]
• The MediaEval 2018 Movie Recommendation Task: Recommending Movies Using ContentYashar Deldjoo, Mihai Gabriel Constantin, Athanasios Dritsas, Bogdan Ionescu, Markus Schedl. [doi]
• Deep Learning Approaches for Flood Classification and Flood Aftermath DetectionNaina Said, Konstantin Pogorelov, Kashif Ahmad, Michael Riegler, Nasir Ahmad, Olga Ostroukhova, Pål Halvorsen, Nicola Conci. [doi]
• The MediaEval 2018 Emotional Impact of Movies TaskEmmanuel Dellandréa, Martijn Huigsloot, Liming Chen 0002, Yoann Baveye, Zhongzhe Xiao, Mats Sjöberg. [doi]
• Predicting the Interest in News Based on Image AnnotationsAlexandru Ciobanu, Andreas Lommatzsch, Benjamin Kille. [doi]
• Majority Voting of Heterogeneous Classifiers for Finding Abnormalities in the Gastro-Intestinal TractZeshan Khan, Muhammad Atif Tahir. [doi]
• The Multimedia Satellite Task at MediaEval 2018Benjamin Bischke, Patrick Helber, Zhengyu Zhao, Jens de Bruijn, Damian Borth. [doi]
• Movie Rating Prediction Using Multimedia Content and Modeling as a Classification ProblemFatemeh Nazary, Yashar Deldjoo. [doi]
• No-Audio Multimodal Speech Detection in Crowded Social Settings Task at MediaEval 2018Laura Cabrera Quiros, Ekin Gedik, Hayley Hung. [doi]
• An Application of Residual Network and Faster - RCNN for Medico: Multimedia Task at MediaEval 2018Trung-Hieu Hoang, Hai Dang Nguyen, Thanh An Nguyen, Vinh-Tiep Nguyen, Minh-Triet Tran. [doi]
• Flood Detection from Social Multimedia and Satellite Images Using Ensemble and Transfer Learning with CNN ArchitecturesDanielle Dias, Ulisses Dias. [doi]
• MediaEval 2018 AcousticBrainz Genre Task: A Baseline Combining Deep Feature Embeddings Across DatasetsSergio Oramas, Dmitry Bogdanov, Alastair Porter. [doi]
• Linear Models for Video Memorability Prediction Using Visual and Semantic FeaturesRohit Gupta, Kush Motwani. [doi]
• Multimodal Approach to Predicting Media MemorabilityTanmayee Joshi, Sarath Sivaprasad, Savita Bhat, Niranjan Pedanekar. [doi]
• Frame-based Evaluation with Deep Features to Predict Emotional Impact of MoviesKhanh-An C. Quan, Vinh-Tiep Nguyen, Minh-Triet Tran. [doi]
• Exploiting Local Semantic Concepts for Flooding-related Social Image ClassificationZhengyu Zhao, Martha Larson, Nelleke Oostdijk. [doi]
• Deep Learning Models for Passability Detection of Flooded RoadsLaura Lopez-Fuentes, Alessandro Farasin, Harald Skinnemoen, Paolo Garza. [doi]
• Predicting Memorability via Early Fusion Deep Neural NetworkAaron Weiss, Benjamin Sang, Sejong Yoon. [doi]
• GameStory: An Event-based ApproachVan-Tu Ninh, Tu-Khiem Le, Minh-Triet Tran. [doi]
• Predicting Media Memorability Using Deep Features and Recurrent NetworkDuy-Tue Tran-Van, Le-Vu Tran, Minh-Triet Tran. [doi]
• Analyzing Human Behavior in Subspace: Dimensionality Reduction + ClassificationYang Liu, Zhonglei Gu, Tobey H. Ko. [doi]
• Automated Killstreak Extraction in CS: GO TournamentsMichael Wutti. [doi]
• Ensembled Convolutional Neural Network Models for Retrieving Flood Relevant TweetsYu Feng, Sergiy Shebotnov, Claus Brenner, Monika Sester. [doi]
• Video Memorability Prediction with Recurrent Neural Networks and Video Titles at the 2018 MediaEval Predicting Media Memorability TaskWensheng Sun, Xu Zhang. [doi]
• Detection of Passable Roads Using Ensemble of Global and Local FeaturesMuhammad Hanif, Muhammad Atif Tahir, Muhammad Rafi. [doi]
• MediaEval 2018: Predicting Media MemorabilityRomain Cohendet, Claire-Hélène Demarty, Ngoc Q. K. Duong, Mats Sjöberg, Bogdan Ionescu, Thanh-Toan Do. [doi]
• Towards Learning Emotional SubspaceTobey H. Ko, Zhonglei Gu, Tiantian He, Yang Liu. [doi]
• Using Preprocessing as a Tool in Medical Image DetectionMathias Kirkerød, Vajira Thambawita, Michael Riegler, Pål Halvorsen. [doi]
• Global-Local Feature Fusion for Image Classification of Flood Affected Roads from Social MultimediaBenjamin Bischke, Patrick Helber, Andreas Dengel. [doi]
• Team ORG @ GameStory Task 2018Mathias Lux, Michael Riegler, Duc-Tien Dang-Nguyen, Marcus Larson, Martin Potthast, Pål Halvorsen. [doi]
• MediaEval 2018 AcousticBrainz Genre Task: A CNN Baseline Relying on Mel-FeaturesHendrik Schreiber. [doi]