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MediaEval 2023: Hybrid Event / Amsterdam, The Netherlands
- Steven Hicks, Andreas Lommatzsch, Ali Hürriyetoglu, Romain Vuillemot, Mihai Gabriel Constantin, Vajira Thambawita, Martha A. Larson:
Working Notes Proceedings of the MediaEval 2023 Workshop, Amsterdam, The Netherlands and Online, 1-2 February 2024. CEUR Workshop Proceedings 3658, CEUR-WS.org 2024
NewsImages
- Andreas Lommatzsch, Benjamin Kille, Özlem Özgöbek, Mehdi Elahi, Duc-Tien Dang-Nguyen:
The Relation between Texts and Images in News: News Images in MediaEval 2023. - Hoang Chau Truong Vinh, Doan Khai Ta, Duc Duy Nguyen, Le Thanh Nguyen, Quang Vinh Nguyen:
Beyond Keywords: ChatGPT's Semantic Understanding for Enhanced Media Search. - Lucien Heitz
, Yuin Kwan Chan, Hongji Li, Kerui Zeng, Luca Rossetto, Abraham Bernstein:
Prompt-based Alignment of Headlines and Images Using OpenCLIP. - Tien-Huy Nguyen, Hoang-Long Nguyen-Huu, Thien-Doanh Le, Huu-Loc Tran, Quoc-Khanh Le-Tran, Hoang-Bach Ngo, Minh-Hung An, Quang-Vinh Dinh:
Multimodal Fusion in NewsImages 2023: Evaluating Translators, Keyphrase Extraction, and CLIP Pre-Training. - Taihang Wang, Jianxiang Tian, Xiangrun Li, Xiaoman Xu, Ye Jiang:
Ensemble Pre-trained Multimodal Models for Image-text Retrieval in the NewsImages MediaEval 2023. - Antonios Leventakis, Damianos Galanopoulos, Vasileios Mezaris:
Cross-modal Networks, Fine-Tuning, Data Augmentation and Dual Softmax Operation for MediaEval NewsImages 2023. - Xiaomeng Wang, Mingliang Liang, Martha A. Larson:
Investigating the Performance of the CLIP Model and Concept Matching in Text-Image Retrieval Systems. - Jiande Sun, Yi Shao, Yawen Chen, Yang Zhang, Tianlin Zhang, Xuan Zhang, Ye Jiang, Jing Li:
Integrated Multi-stage Contextual Attention Network for Text-Image Matching. - Arvind V, Vettri Chezhiyan, Harish J, Dr. Priyadharshini R, Mohanapriya E:
NewsImages Fusion: Bridging Textual Context and Visual Content in Media Representation. - Pooja Premnath, Venkatasai Ojus Yenumulapalli, Rajalakshmi Sivanaiah, Angel Deborah Suseelan:
Optimizing Visual Pairings: A CLIP Framework for Precision News Image Rematching. - Abbhinav Elliah, Mirunalini Palaniappan, Keerthick V, Haricharan Bharathi, Anirudh Bhaskar, Vithula S:
Connecting Text and Images in News Articles using VSE++. - Lucien Heitz
An Empirical Exploration of Perceived Similarity between News Article Texts and Images.
Musti
- Ali Hürriyetoglu, Inna Novalija, Mathias Zinnen, Vincent Christlein, Pasquale Lisena, Stefano Menini, Marieke van Erp, Raphaël Troncy:
The MUSTI challenge@MediaEval 2023 - Multimodal Understanding of Smells in Texts and Images with Zero-shot Evaluation. - Le Ngoc Duc, Le Minh Hung, Dinh Quang Vinh:
Handle the problem of ample label space by using the Image-guided Feature Extractor on the MUSTI dataset. - Mirunalini P, Sanjhay V, Rohitram S, Rohith M:
MUSTI - Multimodal Understanding of Smells in Texts and Images Using CLIP. - Murathan Kurfali, Jonas K. Olofsson, Thomas Hörberg:
Enhancing Multimodal Language Models with Olfactory Information. - Dhanya Srinivasan, Subhashree M, Mirunalini P, Jaisakthi S. M:
Multimodal Learning for Image-Text Matching: A Blip-Based Approach. - Sergio Esteban Romero, Iván Martín-Fernández, Jaime Bellver-Soler, Manuel Gil-Martín, Fernando Fernández Martínez:
Multimodal and Multilingual Olfactory Matching based on Contrastive Learning. - Yi Shao, Yulong Sun, Wenbo Wan, Jing Li, Jiande Sun:
A Text-Image Olfactory Matching Method Based on the Distribution of Real-World Data.
SportsVideo
- Aymeric Erades, Pierre-Etienne Martin, Romain Vuillemot, Boris Mansencal, Renaud Péteri, Julien Morlier, Stefan Duffner, Jenny Benois-Pineau:
SportsVideo: A Multimedia Dataset for Sports Event and Position Detection in Table Tennis and Swimming. - Jansi Rani Sella Veluswami, Ananth Narayanan P, Bhuvan S, Shobith Kumar R:
ConvLSTM for Table Tennis Stroke Classification. - Pengcheng Dong, Hongxin Xie, Fuqiang Zheng, Jiande Sun:
Two-Stream Network and Attention Mechanism for Sports Video Classification in Table Tennis. - Ankitha Reddy A, Pranav Moorthi, Samyuktaa Sivakumar, Shwetha S, Prabavathy Balasundaram:
A Hybrid Approach To Stroke Detection In Swimming. - Pierre-Etienne Martin:
Baseline Method for the Sport Task of MediaEval 2023 3D CNNs using Attention Mechanisms for Table Tennis Stoke Detection and Classification. - Bhuvana Jayaraman, Mirnalinee T. T, Harshida Sujatha Palaniraj, Mohith Adluru, Sanjjit Sounderrajan:
Automated Recognition of Sports Scores using PyTessaract OCR and CNN: SportsVideo Task at MediaEval 2023.
Memorability
- Mihai Gabriel Constantin, Claire-Hélène Demarty, Camilo Fosco, Alba García Seco de Herrera, Sebastian Halder, Graham Healy, Bogdan Ionescu, Ana Matran-Fernandez, Rukiye Savran Kiziltepe, Alan F. Smeaton, Lorin Sweeney:
Overview of The MediaEval 2023 Predicting Video Memorability Task. - Iván Martín-Fernández, Sergio Esteban Romero, Jaime Bellver-Soler, Manuel Gil-Martín, Fernando Fernández Martínez:
Exploring Video Transformers and Automatic Segment Selection for Memorability Prediction. - Muhammad Mustafa Ali Usmani, Humna Faisal, Muhammad Atif Tahir:
The Impact of Transformers Ensemble on Model Memorability and Generalizability. - Minh-Quang Nguyen, Minh-Huy Trinh, Huy-Giap Bui, Khac-Trieu Vo, Minh-Triet Tran, Thien-Phuc Tran, Hai-Dang Nguyen:
SELAB-HCMUS at MediaEval 2023: A cross-domain and subject-centric approach towards the memorability prediction task. - Mihai Gabriel Constantin, Bogdan Ionescu:
AIMultimediaLab at MediaEval 2023: Studying the generalization of media memorability prediction methods.
Medico
- Vajira Thambawita, Andrea M. Storås, Tuan-Luc Huynh, Hai-Dang Nguyen, Minh-Triet Tran, Trung-Nghia Le, Pål Halvorsen, Michael Riegler, Steven Hicks, Thien-Phuc Tran:
Medico Multimedia Task at MediaEval 2023: Transparent Tracking of Spermatozoa. - Muhammad Osaid, Abdul Samad, Omer Qureshi, Muhammad Atif Tahir, Muhammad Nouman Durrani:
Tracking and Prediction Of Human Spermatozoa Motility Using Yolov8n and Greedy Shape Geometry Technique. - Trong-Hieu Nguyen Mau, Quoc-Huy Trinh, Ngoc-Linh Nguyen-Ha, Tuong-Vy Truong-Thuy
Optimizing Sperm Detection and Tracking in Fluids with Equalize Class Representation Augmentation. - Bao-Tin Nguyen, Van-Loc Nguyen, Minh-Triet Tran:
Transparent Tracking of Spermatozoa with YOLOv8.
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