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ICPR
2010
IEEE
14 years 10 months ago
Action Recognition Using Space-Time Shape Difference Images
A common approach to human action recognition is to use 2-D silhouettes in the space-time volume as a basis for further extraction of useful features. In this paper, we present a ...
Hao Qu, Liang Wang 0001, Christopher Leckie
102
Voted
ICPR
2010
IEEE
14 years 10 months ago
Learning Scene Semantics Using Fiedler Embedding
We propose a framework to learn scene semantics from surveillance videos. Using the learnt scene semantics, a video analyst can efficiently and effectively retrieve the hidden sem...
Jingen Liu, Saad Ali
ICPR
2010
IEEE
15 years 7 months ago
A Bound on the Performance of LDA in Randomly Projected Data Spaces
We consider the problem of classification in nonadaptive dimensionality reduction. Specifically, we bound the increase in classification error of Fisher’s Linear Discriminant...
Robert John Durrant, Ata Kaban
65
Voted
ICPR
2010
IEEE
15 years 6 months ago
Effective Structure-From-Motion for Hybrid Camera Systems
—We describe a pipeline for structure-from-motion with mixed camera types, namely omnidirectional and perspective cameras. The steps of the pipeline can be summarized as calibrat...
Yalin Bastanlar, Alptekin Temizel, Yasemin Yardimc...
ICPR
2010
IEEE
15 years 3 months ago
An Empirical Study of Feature Extraction Methods for Audio Classification
With the growing popularity of video sharing web sites and the increasing use of consumer-level video capture devices, new algorithms are needed for intelligent searching and inde...
Charles Parker