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

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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
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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
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* 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

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