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659views
13 years 3 months ago
A Large-Scale Hierarchical Multi-View RGB-D Object Dataset
Over the last decade, the availability of public image repositories and recognition benchmarks has enabled rapid progress in visual object category and instance detection. Today we...
Kevin Lai, Liefeng Bo, Xiaofeng Ren and Dieter Fox
HICSS
2012
IEEE
293views Biometrics» more  HICSS 2012»
12 years 3 months ago
Api-do: Tools for Exploring the Wireless Attack Surface in Smart Meters
—Security will be critical for the wireless interface offered by soon-to-be-ubiquitous smart meters — since if not secure, this technology will provide an remotely accessible a...
Travis Goodspeed, Sergey Bratus, Ricky Melgares, R...
CVPR
2012
IEEE
12 years 27 days 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,...
CVPR
2012
IEEE
11 years 10 months ago
Articulated people detection and pose estimation: Reshaping the future
State-of-the-art methods for human detection and pose estimation require many training samples for best performance. While large, manually collected datasets exist, the captured v...
Leonid Pishchulin, Arjun Jain, Mykhaylo Andriluka,...
TKDE
2012
278views Formal Methods» more  TKDE 2012»
11 years 10 months ago
Data Cube Materialization and Mining over MapReduce
—Computing interesting measures for data cubes and subsequent mining of interesting cube groups over massive datasets are critical for many important analyses done in the real wo...
Arnab Nandi, Cong Yu, Philip Bohannon, Raghu Ramak...