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» The problem with scalability
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CVPR
2009
IEEE
16 years 8 months ago
Learning query-dependent prefilters for scalable image retrieval
We describe an algorithm for similar-image search which is designed to be efficient for extremely large collections of images. For each query, a small response set is selected by...
Lorenzo Torresani (Dartmouth College), Martin Szum...
ICIP
2006
IEEE
16 years 3 months ago
Behavior Forensics in Traitors within Traitors for Scalable Multimedia
A cost effective attack against multimedia forensics is the multiuser collusion attack, in which several attackers mount attacks collectively to remove traces of the identifying f...
K. J. Ray Liu, H. Vicky Zhao
ICIP
2004
IEEE
16 years 3 months ago
An efficient content-adaptive MC 3D-DWT with enhanced spatial and temporal scalability
In this paper we propose a novel, adaptive method for motion compensated 3D wavelet transformation (MC 3D-DWT) of video. The proposed method overcomes problems of ghosting and non...
Nagita Mehrseresht, David Taubman
ICML
2005
IEEE
16 years 2 months ago
Harmonic mixtures: combining mixture models and graph-based methods for inductive and scalable semi-supervised learning
Graph-based methods for semi-supervised learning have recently been shown to be promising for combining labeled and unlabeled data in classification problems. However, inference f...
Xiaojin Zhu, John D. Lafferty
WWW
2003
ACM
16 years 2 months ago
ODISSEA: A Peer-to-Peer Architecture for Scalable Web Search and Information Retrieval
We consider the problem of building a P2P-based search engine for massive document collections. We describe a prototype system called ODISSEA (Open DIStributed Search Engine Archi...
Torsten Suel, Chandan Mathur, Jo-wen Wu, Jiangong ...