Iwate Prefectural University
Biography: Prof. Goutam Chakraborty received his Ph.D. in 1993 from Tohoku University, Japan. Before joining Tohoku University, he worked in Telecommunication Industry in India. Presently he is Professor and head of the Intelligent Informatics laboratory, Department of the Software and Information Science, Iwate Prefectural University, Japan. His research interests are Soft Computing algorithms and their applications to solve pattern recognition, prediction, scheduling and optimization problems including applications in wired and wireless Networks. Recently, he is interested in the analysis of various time-series signals, collected by sensors from Human body as well as machines.
BNU-HKBU United International College
Title: “Deep Neural Network and its Application on Multimedia Processing”
Abstract: This topic introduces the deep learning and its application in different areas of multidemida processing. the Firstly, the brief history of NN is reviewed. Thereafter, the latest development of deep learning is coverd. Thirdly, its application on multimedia processing is introduced, including voice recognition, image recoginition, natural language processing and etc. Finally, the problem of deep learning is also mentioned.
Biography: Prof. SU received his PhD in the Department of Computer Science and Engineering at the Hong Kong University of Science and Technology in 2007,. He obtained his master degree from Xiamen University in 2002 and Bachelor degree from China University of Petroleum in 1995. He has published papers in top conference and journals, including ICDE, EDBT, TODS, TKDE and TWEB. His research interests include Deep Web, Data Mining, Machine Learning, Word Sense Disambiguation, and Natural Language Processing.