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WWW
2010
ACM
15 years 11 months ago
Web-scale k-means clustering
We present two modifications to the popular k-means clustering algorithm to address the extreme requirements for latency, scalability, and sparsity encountered in user-facing web...
D. Sculley
132
Voted
DCC
2010
IEEE
15 years 11 months ago
Block Compressed Sensing of Images Using Directional Transforms
Block-based random image sampling is coupled with a projectiondriven compressed-sensing recovery that encourages sparsity in the domain of directional transforms simultaneously wi...
Sungkwang Mun, James E. Fowler
140
Voted
CVPR
2010
IEEE
15 years 10 months ago
Dominant Orientation Templates for Real-Time Detection of Texture-Less Objects
We present a method for real-time 3D object detection that does not require a time consuming training stage, and can handle untextured objects. At its core, is a novel tem- plat...
Stefan Hinterstoisser, Vincent Lepetit, Slobodan I...
ICPR
2010
IEEE
15 years 9 months ago
Using Sequential Context for Image Analysis
—This paper proposes the sequential context inference (SCI) algorithm for Markov random field (MRF) image analysis. This algorithm is designed primarily for fast inference on an...
Antonio Paiva, Elizabeth Jurrus, Tolga Tasdizen
120
Voted
DASFAA
2010
IEEE
158views Database» more  DASFAA 2010»
15 years 9 months ago
DigestJoin: Expediting Joins on Solid-State Drives
This demonstration presents a recently proposed join algorithm called DigestJoin. Optimized for solid-state drives (SSDs), DigestJoin aims at reducing intermediate join results and...
Shen Gao, Yu Li, Jianliang Xu, Byron Choi, Haibo H...