Search Results for author:
Found 16 papers, 11 papers with code
Classification of Visualization Types and Perspectives in Patents
In this paper, we adopt state-of-the-art deep learning methods for the classification of visualization types and perspectives in patent images.
Improving Generalization for Multimodal Fake News Detection
To reduce the bias and improve model generalization, we suggest training data augmentation to conduct more meaningful experiments for fake news detection on social media.
MM-Locate-News: Multimodal Focus Location Estimation in News
In this paper, a novel dataset called Multimodal Focus Location of News (MM-Locate-News) is introduced.
MM-Claims: A Dataset for Multimodal Claim Detection in Social Media
In recent years, the problem of misinformation on the web has become widespread across languages, countries, and various social media platforms.
Extraction of Positional Player Data from Broadcast Soccer Videos
A comprehensive experimental evaluation is presented for the individual modules as well as the entire pipeline to identify the influence of errors to subsequent modules and the overall result.
Unsupervised Training Data Generation of Handwritten Formulas using Generative Adversarial Networks with Self-Attention
The recognition of handwritten mathematical expressions in images and video frames is a difficult and unsolved problem yet.
A Fair and Comprehensive Comparison of Multimodal Tweet Sentiment Analysis Methods
Opinion and sentiment analysis is a vital task to characterize subjective information in social media posts.
GeoWINE: Geolocation based Wiki, Image,News and Event Retrieval
The first module is a state-of-the-art model for geolocation estimation of images.
QuTI! Quantifying Text-Image Consistency in Multimodal Documents
The World Wide Web and social media platforms have become popular sources for news and information.
On the Role of Images for Analyzing Claims in Social Media
Fake news is a severe problem in social media.
Ontology-driven Event Type Classification in Images
Event classification can add valuable information for semantic search and the increasingly important topic of fact validation in news.
A Feature Analysis for Multimodal News Retrieval
Content-based information retrieval is based on the information contained in documents rather than using metadata such as keywords.
Multimodal Analytics for Real-world News using Measures of Cross-modal Entity Consistency
In this paper, we introduce a novel task of cross-modal consistency verification in real-world news and present a multimodal approach to quantify the entity coherence between image and text.
SlideImages: A Dataset for Educational Image Classification
We have reserved all the actual educational images as a test dataset in order to ensure that the approaches using this dataset generalize well to new educational images, and potentially other domains.
"Does 4-4-2 exist?" -- An Analytics Approach to Understand and Classify Football Team Formations in Single Match Situations
For this purpose, a visual summary is utilized that summarizes the team formation in a match segment.
Finding Person Relations in Image Data of the Internet Archive
In this paper, we introduce a system for person recognition in image content of web news stored in the Internet Archive.
