| |||||||||||||||
BMD 2019 : The 2nd International Workshop on Big Media Dataset Construction, Management and Applications | |||||||||||||||
Link: http://homepage.fudan.edu.cn/chengjin/workshop/ | |||||||||||||||
| |||||||||||||||
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 |
|