美国计算机协会期刊
期刊
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作者:Chidansh Bhatt , Mohan Kankanhalli
来源:[J].ACM Transactions on Intelligent Systems and Technology (TIST), 2011, Vol.2 (2), pp.1-19ACM
摘要:Existing sequence pattern mining techniques assume that the obtained events from event detectors are accurate. However, in reality, event detectors label the events from different modalities with a certain probability over a time-interval. In this article, we consider for the fir...
作者:Xiangyu Wang , Mohan Kankanhalli
来源:[J].ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)(IF 0.935), 2010, Vol.6 (4), pp.1-18ACM
摘要:The multimodal data usually contain complementary, correlated and redundant information. Thus, multimodal fusion is useful for many multisensor applications. Here, a novel multimodal fusion algorithm is proposed, which is referred to as “MultiFusion.” The approach adopts a b...
作者:Xiangyu Wang , Yong Rui , Mohan Kankanhalli
来源:[J].ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM)(IF 0.935), 2014, Vol.11 (1), pp.1-19ACM
摘要:The amount of multimedia data on the Internet has increased exponentially in the past few decades and this trend is likely to continue. Multimedia content inherently has multiple information sources, therefore effective fusion methods are critical for data analysis and understand...
作者:... Anoop Kolar Rajagopal , Mohan Kankanhalli , Ramakrishnan Kalpathi
来源:[J].ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM)(IF 0.935), 2014, Vol.11 (1), pp.1-21ACM
摘要:Regions in video streams attracting human interest contribute significantly to human understanding of the video. Being able to predict salient and informative Regions of Interest (ROIs) through a sequence of eye movements is a challenging problem. Applications such as content-awa...

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