智信讲坛第 ( 98 ) 期 Video and Language

作者:2017/05/24 03:01

学术报告

同济大学计算机科学与技术系智信讲坛第( 98 )期


题目:Video and Language

报告人:罗杰波教授(罗切斯特大学, 美国)

时间:20170602日(星期五),下午14:00 – 15:00

地点:同济大学嘉定校区电信学院大楼302学术会议室

组织单位:计算机科学与技术系

邀请人:王瀚漓教授

报告人简介:

罗杰波教授目前就职于美国罗彻斯特大学 (University of Rochester, USA) 计算机科学系,是IEEESPIEIAPR等国际著名学会的会士(Fellow),研究涉及图像处理、计算机视觉、机器学习、数据挖掘、社交媒体、医学影像分析、普适性计算等多个前沿领域。罗杰波教授曾于“柯达实验室”从事研究长达十五年,并担任该实验室首席科学家。罗杰波教授是国际顶级会议ACM Multimedia 2010,CVPR 2012大会共同主席,并担任IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI)IEEE Transactions on Multimedia (TMM)IEEE Transactions on Circuits and Systems for Video Technology (CSVT)ACM Transactions on Intelligent Systems and Technology (TIST)Pattern Recognition (PR)等国际顶尖学术期刊编委会成员。发表超过三百篇学术论文,持有超过九十项美国专利。近年来,罗杰波教授在社交多媒体研究及其社会应用中做出了巨大的贡献。

内容提要:

Video has become ubiquitous on the Internet, TV, as well as personal devices. Recognition of video content has been a fundamental challenge in computer vision for decades, where previous research predominantly focused on recognizing videos using a predefined yet limited vocabulary. Thanks to the recent development of deep learning techniques, researchers in multiple communities are now striving to bridge videos with natural language in order to move beyond classification to interpretation, which should be regarded as the ultimate goal of video understanding. We will present recent advances in exploring the synergy of video understanding and language processing techniques, including video-language alignment, video captioning, and video emotion analysis.



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