96 search results - page 6 / 20 » Cascade of Classifiers for Vehicle Detection |
DAGM
2004
Springer
13 years 11 months ago
2004
Springer
Abstract. In this paper, we present a novel method for reducing the computational complexity of a Support Vector Machine (SVM) classifier without significant loss of accuracy. We a...
ICPR
2004
IEEE
14 years 8 months ago
2004
IEEE
This paper presents a vision-based vehicle identification system which consists of object extraction, object tracking, occlusion detection and segmentation, and vehicle classifica...
JRTIP
2010
13 years 2 months ago
2010
In this paper, we propose a cascaded version of the online boosting algorithm to speed-up the execution time and guarantee real-time performance even when employing a large number ...
CVPR
2001
IEEE
14 years 9 months ago
2001
IEEE
This paper describes a machine learning approach for visual
object detection which is capable of processing images
extremely rapidly and achieving high detection rates. This
wor...
CVPR
2005
IEEE
14 years 9 months ago
2005
IEEE
We describe a method for training object detectors using a generalization of the cascade architecture, which results in a detection rate and speed comparable to that of the best p...