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ISI
2007
Springer
14 years 4 months ago
Design and Implementation of a Middleware for Sentient Spaces
— Surveillance is an important task for guaranteeing the security of individuals. Being able to intelligently monitor the activity in given spaces is essential to achieve such su...
Bijit Hore, Hojjat Jafarpour, Ramesh Jain, Shengyu...
MOBISYS
2005
ACM
14 years 9 months ago
Horde: separating network striping policy from mechanism
Inverse multiplexing, or network striping, allows the construction of a high-bandwidth virtual channel from a collection of multiple low-bandwidth network channels. Striping syste...
Asfandyar Qureshi, John V. Guttag
DATE
2010
IEEE
134views Hardware» more  DATE 2010»
14 years 3 months ago
Simultaneous budget and buffer size computation for throughput-constrained task graphs
Abstract—Modern embedded multimedia systems process multiple concurrent streams of data processing jobs. Streams often have throughput requirements. These jobs are implemented on...
Maarten Wiggers, Marco Bekooij, Marc Geilen, Twan ...
CVPR
2012
IEEE
12 years 3 months ago
Stream-based Joint Exploration-Exploitation Active Learning
Learning from streams of evolving and unbounded data is an important problem, for example in visual surveillance or internet scale data. For such large and evolving real-world data...
Chen Change Loy, Timothy M. Hospedales, Tao Xiang,...
JMLR
2012
12 years 17 days ago
Online Incremental Feature Learning with Denoising Autoencoders
While determining model complexity is an important problem in machine learning, many feature learning algorithms rely on cross-validation to choose an optimal number of features, ...
Guanyu Zhou, Kihyuk Sohn, Honglak Lee