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KDD
2001
ACM
187views Data Mining» more  KDD 2001»
16 years 6 months ago
Random projection in dimensionality reduction: applications to image and text data
Random projections have recently emerged as a powerful method for dimensionality reduction. Theoretical results indicate that the method preserves distances quite nicely; however,...
Ella Bingham, Heikki Mannila
CVPR
2007
IEEE
16 years 8 months ago
Pyramid Match Hashing: Sub-Linear Time Indexing Over Partial Correspondences
Matching local features across images is often useful when comparing or recognizing objects or scenes, and efficient techniques for obtaining image-to-image correspondences have b...
Kristen Grauman, Trevor Darrell
CIVR
2003
Springer
198views Image Analysis» more  CIVR 2003»
15 years 11 months ago
Text or Pictures? An Eyetracking Study of How People View Digital Video Surrogates
bstract and display digital video surrogates. This study reports on an investigation of digital video results pages that use textual and visual surrogates. Twelve subjects selected...
Anthony Hughes, Todd Wilkens, Barbara M. Wildemuth...
MM
2006
ACM
145views Multimedia» more  MM 2006»
16 years 7 days ago
Interactive mosaic generation for video navigation
Navigation through large multimedia collections that include videos and images still remains a hard problem. In this paper, we introduce a novel method to visualize and navigate t...
Kihwan Kim, Irfan A. Essa, Gregory D. Abowd
ICIP
2004
IEEE
16 years 8 months ago
Deformable structural models
A hierarchical framework for the recognition of complex deformable shapes is developed. In extension to traditional approaches an additional layer of control is introduced to guid...
Klaus D. Tönnies, Stephan Al-Zubi, Steven Ber...