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ICCV
2003
IEEE
16 years 6 months ago
Fast Vehicle Detection with Probabilistic Feature Grouping and its Application to Vehicle Tracking
Generating vehicle trajectories from video data is an important application of ITS (Intelligent Transportation Systems). We introduce a new tracking approach which uses model-base...
Zu Whan Kim, Jitendra Malik
ICIP
2001
IEEE
16 years 5 months ago
All-integer Hough transform: performance evaluation
The Hough transform is a widely used tool for line detection mainly due to its robustness to noise; on the other hand, it is also known to be computationally expensive, thus often...
Enrico Magli, Gabriella Olmo
ICDE
1999
IEEE
209views Database» more  ICDE 1999»
16 years 5 months ago
Parallel Classification for Data Mining on Shared-Memory Multiprocessors
We present parallel algorithms for building decision-tree classifiers on shared-memory multiprocessor (SMP) systems. The proposed algorithms span the gamut of data and task parall...
Mohammed Javeed Zaki, Ching-Tien Ho, Rakesh Agrawa...
ICML
2007
IEEE
16 years 4 months ago
Trust region Newton methods for large-scale logistic regression
Large-scale logistic regression arises in many applications such as document classification and natural language processing. In this paper, we apply a trust region Newton method t...
Chih-Jen Lin, Ruby C. Weng, S. Sathiya Keerthi
ICIP
2008
IEEE
15 years 10 months ago
Connected filtering by reconstruction: Basis and new advances
Openings-by-reconstruction are the oldest connected filters, and indeed, reconstruction methodology lies at the heart of many connected operators such as levelings. Starting out ...
Michael H. F. Wilkinson