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AINA
2006
IEEE
16 years 24 days ago
Combinatorial Fusion Criteria for Real-Time Tracking
We address the problem of automated video tracking of targets when targets undergo multiple mutual occlusions. Our approach is based on the idea that as targets are occluded, sele...
D. Frank Hsu, Damian M. Lyons, Jizhou Ai
ICDM
2006
IEEE
76views Data Mining» more  ICDM 2006»
16 years 23 days ago
A Probabilistic Ensemble Pruning Algorithm
An ensemble is a group of learners that work together as a committee to solve a problem. However, the existing ensemble training algorithms sometimes generate unnecessary large en...
Huanhuan Chen, Peter Tiño, Xin Yao
CLEAR
2007
Springer
147views Biometrics» more  CLEAR 2007»
16 years 27 days ago
ISL Person Identification Systems in the CLEAR 2007 Evaluations
In this paper, we present ISL person identification systems in the CLEAR 2007 evaluations. The identification systems consist of a face recognition system, a speaker identification...
Hazim Kemal Ekenel, Qin Jin, Mika Fischer, Rainer ...
NIPS
1996
15 years 8 months ago
Second-order Learning Algorithm with Squared Penalty Term
This paper compares three penalty terms with respect to the efficiency of supervised learning, by using first- and second-order learning algorithms. Our experiments showed that fo...
Kazumi Saito, Ryohei Nakano
TCSV
2002
121views more  TCSV 2002»
15 years 6 months ago
Rate-constrained multihypothesis prediction for motion-compensated video compression
Abstract-- This article investigates linearly combined motion-compensated signals for video compression. In particular, we discuss multiple motion-compensated signals that are join...
Markus Flierl, Thomas Wiegand, Bernd Girod