posted by organizer: cjinfdu || 1805 views || tracked by 1 users: [display]

BMD 2019 : The 2nd International Workshop on Big Media Dataset Construction, Management and Applications

FacebookTwitterLinkedInGoogle

Link: http://homepage.fudan.edu.cn/chengjin/workshop/
 
When Dec 9, 2019 - Dec 12, 2019
Where Los Angeles, CA, USA
Submission Deadline Oct 10, 2019
Notification Due Nov 1, 2019
Final Version Due Nov 15, 2019
Categories    multimedia   dataset   big data   tools
 

Call For Papers

Introduction
=========

Visual data, including internet images/videos, personal images/videos and etc., has been increasing in a rapid speed in the past decades. This brings researchers sufficient amount of data both for various kinds of deep learning model training and testing, in a theoretical way.

However, there are still a couple of issues remain unsolved, which greatly hinder the development of related algorithms in real applications. When data collection is concerned, most of the real-world visual data might have privacy issues, while computer generated data are still not real enough even with the state-of-the-art algorithms. Concerning data management issues, annotating large scale data is still a challenging topic, not to mention the complex annotation requirements for difference tasks.

This workshop will focus on solutions for these issues, aiming at providing constructive ways to build well-annotated, reliable, large scale visual dataset that can serve multiple purposes for academia and industries.

Research Topics
============
* Photo-realistic data generation/synthesis
* Large scale image/video data annotation
* Privacy protection for image/video dataset
* Video structure analysis
* Video summary and storyboard
* Cross camera video data analysis
* Multimedia retrieval

Related Resources

ISBDAI 2020   【Ei Compendex Scopus】2020 International Symposium on Big Data and Artificial Intelligence
IEEE COINS 2020   Internet of Things IoT | Artificial Intelligence | Machine Learning | Big Data | Blockchain | Edge & Cloud Computing | Security | Embedded Systems | Circuit and Systems | WSN | 5G
LOPAL 2020   Second International Conference on Learning and Optimization Algorithms: Theory and Applications
BDTA 2020   BDTA 2020 - 10th EAI International Conference on Big Data Technologies and Applications
DASFAA 2020   Database Systems for Advanced Applications
IDEAS 2020   IDEAS 2020 - 24th International Database Engineering & Applications Symposium
DSIS 2020   2nd ISSAT International Conference on Data Science and Intelligent Systems
ICDM 2020   20th Industrial Conference on Data Mining ICDM 2020
ICADIWT 2020   The 10th International Conference on the Applications of Digital Information & Web Technologies
Data Science 2020   3nd Annual International Great Lakes Data Science Symposium