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» Algorithmic Representation of Visual Information
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ICIP
2000
IEEE
16 years 5 months ago
Orientation Template Matching for Face Localization in Complex Visual Scenes
An important topic in face recognition as well as in video coding or multi-modal human machine interfaces is the automatic localization of faces or headand-shoulder regions in vis...
Bernhard Fröba, Christian Küblbeck
NIPS
2007
15 years 4 months ago
Sparse Feature Learning for Deep Belief Networks
Unsupervised learning algorithms aim to discover the structure hidden in the data, and to learn representations that are more suitable as input to a supervised machine than the ra...
Marc'Aurelio Ranzato, Y-Lan Boureau, Yann LeCun
151
Voted
IROS
2006
IEEE
135views Robotics» more  IROS 2006»
15 years 9 months ago
Visual SLAM with Line and Corner Features
Abstract— We propose a new vision-based SLAM (Simultaneous Localization and Mapping) technique using both line and corner features as landmarks in the scene. The proposed SLAM al...
Woo Yeon Jeong, Kyoung Mu Lee
146
Voted
IROS
2008
IEEE
187views Robotics» more  IROS 2008»
15 years 9 months ago
Monocular visual odometry in urban environments using an omnidirectional camera
— We present a system for Monocular Simultaneous Localization and Mapping (Mono-SLAM) relying solely on video input. Our algorithm makes it possible to precisely estimate the cam...
Jean-Philippe Tardif, Yanis Pavlidis, Kostas Danii...
CIARP
2007
Springer
15 years 9 months ago
Human Detection in Indoor Environments Using Multiple Visual Cues and a Mobile Robot
In order to deploy mobile robots in social environments like indoor buildings, they need to be provided with perceptual abilities to detect people. In the computer vision literatur...
Stefan Pszczólkowski, Alvaro Soto