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ICVS
2009
Springer
14 years 2 months ago
Saliency-Based Obstacle Detection and Ground-Plane Estimation for Off-Road Vehicles
Abstract. Due to stringing time constraints, saliency models are becoming popular tools for building situated robotic systems requiring, for instance, object recognition and vision...
Pedro Santana, Magno Guedes, Luís Correia, ...
ICIP
2009
IEEE
13 years 5 months ago
Lamp: Linear approach for matching points
The 3D object recognition from a single or multiple 2D images is a very important problem in the computer vision field with a wide range of real applications. Considering the affi...
Manuel Marques, João Costeira
IBPRIA
2007
Springer
14 years 1 months ago
Region-Based Pose Tracking
Abstract. This paper introduces a technique for region-based pose tracking without the need to explicitly compute contours. We assume a surface model of a rigid object and at least...
Christian Schmaltz, Bodo Rosenhahn, Thomas Brox, D...
CVPR
2009
IEEE
1390views Computer Vision» more  CVPR 2009»
15 years 2 months ago
Stacks of Convolutional Restricted Boltzmann Machines for Shift-Invariant Feature Learning
In this paper we present a method for learning classspecific features for recognition. Recently a greedy layerwise procedure was proposed to initialize weights of deep belief ne...
Mohammad Norouzi (Simon Fraser University), Mani R...
FGR
2004
IEEE
105views Biometrics» more  FGR 2004»
13 years 11 months ago
Robust Hand Detection
Vision-based hand gesture interfaces require fast and extremely robust hand detection. Here, we study view-specific hand posture detection with an object recognition method recent...
Mathias Kölsch, Matthew Turk