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» A System for Object Class Detection
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215
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CVPR
2001
IEEE
16 years 5 months ago
Rapid Object Detection using a Boosted Cascade of Simple Features
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...
Paul A. Viola, Michael J. Jones
149
Voted
AIPS
2011
14 years 7 months ago
Planning to Perceive: Exploiting Mobility for Robust Object Detection
Consider the task of a mobile robot autonomously navigating through an environment while detecting and mapping objects of interest using a noisy object detector. The robot must re...
Javier Vélez, Garrett Hemann, Albert S. Hua...
148
Voted
CORR
2011
Springer
205views Education» more  CORR 2011»
14 years 10 months ago
Detection of objects in noisy images and site percolation on square lattices
Abstract: We propose a novel probabilistic method for detection of objects in noisy images. The method uses results from percolation and random graph theories. We present an algori...
Mikhail A. Langovoy, Olaf Wittich
118
Voted
EVOW
2005
Springer
15 years 9 months ago
A Multistage Approach to Cooperatively Coevolving Feature Construction and Object Detection
In previous work, we showed how cooperative coevolution could be used to evolve both the feature construction stage and the classification stage of an object detection algorithm. ...
Mark E. Roberts, Ela Claridge
139
Voted
3DPVT
2006
IEEE
247views Visualization» more  3DPVT 2006»
15 years 7 months ago
Contour-Based Object Detection in Range Images
This paper presents a novel object recognition approach based on range images. Due to its insensitivity to illumination, range data is well suited for reliable silhouette extracti...
Stefan Stiene, Kai Lingemann, Andreas Nüchter...