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» Local Dimensionality Reduction
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CVPR
2004
IEEE
15 years 7 months ago
Efficient Graphical Models for Processing Images
Graphical models are powerful tools for processing images. However, the large dimensionality of even local image data poses a difficulty: representing the range of possible graphi...
Marshall F. Tappen, Bryan C. Russell, William T. F...
CVPR
2000
IEEE
15 years 7 months ago
Adaptive Metric nearest Neighbor Classification
Nearest neighbor classification assumes locally constant class conditional probabilities. This assumption becomes invalid in high dimensions with finite samples due to the curse o...
Carlotta Domeniconi, Dimitrios Gunopulos, Jing Pen...
116
Voted
SCA
2007
15 years 5 months ago
Guided time warping for motion editing
Time warping allows users to modify timing without affecting poses. It has many applications in animation systems for motion editing, such as refining motions to meet new timing c...
Eugene Hsu, Marco da Silva, Jovan Popovic
143
Voted
ANTSW
2008
Springer
15 years 5 months ago
Lattice Formation in Space for a Swarm of Pico Satellites
We present a distributed control strategy that lets a swarm of satellites autonomously form a lattice in orbit around a planet. The system, based on the artificial potential field ...
Carlo Pinciroli, Mauro Birattari, Elio Tuci, Marco...
123
Voted
DEXA
2006
Springer
126views Database» more  DEXA 2006»
15 years 5 months ago
Hypersphere Indexer
Indexing high-dimensional data for efficient nearest-neighbor searches poses interesting research challenges. It is well known that when data dimension is high, the search time can...
Navneet Panda, Edward Y. Chang, Arun Qamra