posted by user: trecvid || 2315 views || tracked by 4 users: [display]

DVU 2022 : 2nd International Workshop on Deep Video Understanding


When Nov 7, 2022 - Nov 11, 2022
Where Bengaluru, India
Submission Deadline Jul 29, 2022
Categories    multimedia analysis   video understanding   computer vision   multimodal interaction

Call For Papers

Deep video understanding is a difficult task which requires systems to develop a deep analysis and understanding of the relationships between different entities in video, to use known information to reason about other, more hidden information, and to populate a knowledge graph (KG) with all acquired information. To work on this task, a system should take into consideration all available modalities (speech, image/video, and in some cases text). The aim of this workshop is to push the limits of multimodal extraction, fusion, and analysis techniques to address the problem of analyzing long duration videos holistically and extracting useful knowledge to utilize it in solving different types of queries. The target knowledge includes both visual and non-visual elements. As videos and multimedia data are getting more and more popular and usable by users in different domains, the research, approaches and techniques we aim to be applied in this workshop will be very relevant in the coming years and near future.

This workshop will support the following research contributions:
Contributions related (but not limited) to the following topics applied on the available DVU dataset or any external datasets are invited:

Multimodal feature extraction for movies and extended video

Multimodal fusion of computer vision, text/language processing and audio for extended video / movie analysis

Machine Learning methods for movie-based multimodal interaction

Sentiment analysis and multimodal dialogue modeling for movies

Knowledge Graph generation, analysis, and extraction for movies and extended videos

Important Dates:

Complete DVU annotations and development data available: - Available now at

Workshop paper submission deadline: July 29, 2022

Notification to authors: TBD

Workshop camera-ready submission: TBD

Workshop (hybrid) date: November 7th or 11th, 2022

Related Resources

DVU 2023   Deep Video Understanding Grand Challenge, ACM MM 2023
IJASUC 2023   International Journal of Ad hoc, Sensor & Ubiquitous Computing
TRECVID 2023   TREC Video Retrieval Evaluation Conference
IEEE Big Data - MMAI 2023   IEEE Big Data 2023 Workshop on Multimodal AI (Virtually)
EAICI 2024   Explainable AI for Cancer Imaging
ISVC 2023   18th International Symposium on Visual Computing
EAIH 2024   Explainable AI for Health
DAGM GCPR 2023   German Conference on Patter Recognition
CCVPR 2023   2023 6th International Joint Conference on Computer Vision and Pattern Recognition (CCVPR 2023)
ICDLT 2023   2023 7th International Conference on Deep Learning Technologies (ICDLT 2023)