multimedia big data analytics: research and applications

1
Abstract: The pervasiveness of mobile devices & consumer electronics and the popularity of Internet & social networks have generated huge amounts of multimedia information in various media types (such as text, image, video, and audio) shared among a large number of people. This creates the opportunities and intensifies the interest of the research community in developing methods to address multimedia big data analytics challenges for real-world applications. In this talk, I will discuss the research opportu- nities and challenges in multimedia big data analytics, and introduce a coherent framework for multimedia big data management, retrieval, and analysis. A set of core techniques, such as multimedia big data analysis, content-based image/video retriev- al, and multimedia data mining, will be discussed in details and demonstrated using a prototype system. In addition, I will present the idea of applying these techniques to practical applications such as disaster information management. Biography: Dr. Shu-Ching Chen is an Eminent Scholar Chaired Professor in the School of Com- puting and Information Sciences (SCIS), Florida International University (FIU), Miami. He received his Ph.D. in Electrical and Computer Engineering from Purdue University, West Lafayette, IN, USA in 1998. He is the Director of Distributed Multimedia Informa- tion Systems Laboratory and Co-Director of the Integrated Computer Augmented Virtual Environment (I-CAVE) at SCIS. His main research interests include multimedia big data, content-based image/video retrieval, multimedia systems, multimedia data mining, and disaster information management. He has authored and coauthored more than 300 research papers and four books. He has been the PI/Co-PI of many research grants from NSF, NOAA, DHS, ARO, NRL, EPA, Florida Office of Insurance Regulation, IBM, and Florida Department of Transportation with a total amount of more than 26 million dollars. Dr. Chen received 2011 ACM Distinguished Scientist Award, best paper awards from 2006 IEEE International Symposium on Multimedia and 2016 IEEE International Conference on Information Reuse and Integration. He was awarded the IEEE Systems, Man, and Cybernetics (SMC) Society’s Outstanding Contribution Award in 2005 and IEEE Most Active SMC Technical Committee Award in 2006. He was also awarded the Inaugural Excellence in Graduate Mentorship Award from FIU in 2006, the University Outstanding Faculty Research Award from FIU in 2004. He also received many awards from SCIS including Director’s Special Rec- ognition Award, the Excellence in Mentorship Award, the Outstanding Faculty Service Award, and the Outstanding Faculty Research Award. He has been a General Chair and Program Chair for more than 60 conferences, symposiums, and workshops. He is the founding Editor-in-Chief of the International Journal of Multimedia Data Engi- neering and Management, and Associate Editor of IEEE Trans. on Multimedia, IEEE Multimedia, IEEE Trans. on Human-Machine Systems, etc. He served as the Chair of IEEE Computer Society Technical Committee on Multimedia Computing. He is Co-Chair of IEEE SMC’s Technical Committee on Knowledge Acquisition in Intelligent Systems. He was a steering committee member of the IEEE Trans. on Multimedia. He is a fellow of IEEE, AAAS, and SIRI. Eminent Scholar Chaired Professor School of Computing and Information Sciences Florida International University, Miami, FL 33199, USA Email: [email protected] http://www.cs.fiu.edu/~chens Multimedia Big Data Analytics: Research and Applications Shu-Ching Chen, Ph.D., IEEE Fellow, AAAS Fellow FRIDAY April 7, 2017 POTTER ENGINEERING K.S. FU ROOM #234 COFFEE AND DOUGHNUTS WILL BE PROVIDED! 9:00AM-10:00AM FACULTY AND STUDENTS ARE WELCOME

Upload: others

Post on 21-Apr-2022

0 views

Category:

Documents


0 download

TRANSCRIPT

Page 1: Multimedia Big Data Analytics: Research and Applications

Abstract: The pervasiveness of mobile devices & consumer electronics and the popularity of Internet & social networks have generated huge amounts of multimedia information in various media types (such as text, image, video, and audio) shared among a large number of people. This creates the opportunities and intensifies the interest of the research community in developing methods to address multimedia big data analytics challenges for real-world applications. In this talk, I will discuss the research opportu-nities and challenges in multimedia big data analytics, and introduce a coherent framework for multimedia big data management, retrieval, and analysis. A set of core techniques, such as multimedia big data analysis, content-based image/video retriev-al, and multimedia data mining, will be discussed in details and demonstrated using a prototype system. In addition, I will present the idea of applying these techniques to practical applications such as disaster information management.Biography: Dr. Shu-Ching Chen is an Eminent Scholar Chaired Professor in the School of Com-puting and Information Sciences (SCIS), Florida International University (FIU), Miami. He received his Ph.D. in Electrical and Computer Engineering from Purdue University, West Lafayette, IN, USA in 1998. He is the Director of Distributed Multimedia Informa-tion Systems Laboratory and Co-Director of the Integrated Computer Augmented Virtual Environment (I-CAVE) at SCIS. His main research interests include multimedia big data, content-based image/video retrieval, multimedia systems, multimedia data mining, and disaster information management. He has authored and coauthored more than 300 research papers and four books. He has been the PI/Co-PI of many research grants from NSF, NOAA, DHS, ARO, NRL, EPA, Florida Office of Insurance Regulation, IBM, and Florida Department of Transportation with a total amount of more than 26 million dollars. Dr. Chen received 2011 ACM Distinguished Scientist Award, best paper awards from 2006 IEEE International Symposium on Multimedia and 2016 IEEE International Conference on Information Reuse and Integration. He was awarded the IEEE Systems, Man, and Cybernetics (SMC) Society’s Outstanding Contribution Award in 2005 and IEEE Most Active SMC Technical Committee Award in 2006. He was also awarded the Inaugural Excellence in Graduate Mentorship Award from FIU in 2006, the University Outstanding Faculty Research Award from FIU in 2004. He also received many awards from SCIS including Director’s Special Rec-ognition Award, the Excellence in Mentorship Award, the Outstanding Faculty Service Award, and the Outstanding Faculty Research Award. He has been a General Chair and Program Chair for more than 60 conferences, symposiums, and workshops. He is the founding Editor-in-Chief of the International Journal of Multimedia Data Engi-neering and Management, and Associate Editor of IEEE Trans. on Multimedia, IEEE Multimedia, IEEE Trans. on Human-Machine Systems, etc. He served as the Chair of IEEE Computer Society Technical Committee on Multimedia Computing. He is Co-Chair of IEEE SMC’s Technical Committee on Knowledge Acquisition in Intelligent Systems. He was a steering committee member of the IEEE Trans. on Multimedia. He is a fellow of IEEE, AAAS, and SIRI.

Eminent Scholar Chaired ProfessorSchool of Computing and Information SciencesFlorida International University, Miami, FL 33199, USAEmail: [email protected]://www.cs.fiu.edu/~chens

Multimedia Big Data Analytics:Research and ApplicationsShu-Ching Chen, Ph.D., IEEE Fellow, AAAS Fellow

FRIDAYApril 7, 2017

POTTERENGINEERING K.S. FU ROOM

#234

COFFEE AND DOUGHNUTS

WILL BEPROVIDED!

9:00AM-10:00AM

FACULTY AND STUDENTS ARE

WELCOME