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149
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EDBT
2009
ACM
184views Database» more  EDBT 2009»
15 years 10 months ago
Distributed similarity search in high dimensions using locality sensitive hashing
In this paper we consider distributed K-Nearest Neighbor (KNN) search and range query processing in high dimensional data. Our approach is based on Locality Sensitive Hashing (LSH...
Parisa Haghani, Sebastian Michel, Karl Aberer
142
Voted
PAMI
2006
132views more  PAMI 2006»
15 years 3 months ago
Rapid Object Indexing Using Locality Sensitive Hashing and Joint 3D-Signature Space Estimation
We propose a new method for rapid 3D object indexing that combines feature-based methods with coarse alignment-based matching techniques. Our approach achieves a sublinear complexi...
Bogdan Matei, Ying Shan, Harpreet S. Sawhney, Yi T...
166
Voted
CVPR
2010
IEEE
15 years 11 months ago
Data Fusion through Cross-modality Metric Learning using Similarity-Sensitive Hashing
Visual understanding is often based on measuring similarity between observations. Learning similarities specific to a certain perception task from a set of examples has been show...
Michael Bronstein, Alexander Bronstein, Nikos Para...
121
Voted
CRV
2005
IEEE
100views Robotics» more  CRV 2005»
15 years 9 months ago
Photometric Stereo via Locality Sensitive High-Dimension Hashing
Lin Zhong, James J. Little
97
Voted
SISAP
2010
IEEE
106views Data Mining» more  SISAP 2010»
15 years 2 months ago
On locality sensitive hashing in metric spaces
Eric Sadit Tellez, Edgar Chávez