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CVPR
2006
IEEE
16 years 25 days ago
A Modular Approach to the Analysis and Evaluation of Particle Filters for Figure Tracking
This paper presents the first systematic empirical study of the particle filter (PF) algorithms for human figure tracking in video. Our analysis and evaluation follows a modula...
Ping Wang, James M. Rehg
ICDM
2006
IEEE
182views Data Mining» more  ICDM 2006»
16 years 24 days ago
Active Learning to Maximize Area Under the ROC Curve
In active learning, a machine learning algorithm is given an unlabeled set of examples U, and is allowed to request labels for a relatively small subset of U to use for training. ...
Matt Culver, Kun Deng, Stephen D. Scott
ICMCS
2006
IEEE
143views Multimedia» more  ICMCS 2006»
16 years 24 days ago
On Resampling Detection and its Application to Detect Image Tampering
Usually digital image forgeries are created by copy-pasting a portion of an image onto some other image. While doing so, it is often necessary to resize the pasted portion of the ...
S. Prasad, K. Ramakrishnan
ICPR
2006
IEEE
16 years 24 days ago
Class Separability in Spaces Reduced By Feature Selection
We investigated the geometrical complexity of several high-dimensional, small sample classification problems and its changes due to two popular feature selection procedures, forw...
Erinija Pranckeviciene, TinKam Ho, Ray L. Somorjai
ECBS
2005
IEEE
110views Hardware» more  ECBS 2005»
16 years 11 days ago
Synthesis of C++ Software from Verifiable CSPm Specifications
CSP++ is an object-oriented application framework for execution of CSP specifications that have been automatically synthesized into C++ source code by the cspt translator. We desc...
Stephen Doxsee, William B. Gardner