387 search results - page 27 / 78 » Generative versus Discriminative Methods for Object Recognit... |
86
Voted
ACCV
2007
Springer
15 years 6 months ago
2007
Springer
Abstract. We develop an object detection method combining top-down recognition with bottom-up image segmentation. There are two main steps in this method: a hypothesis generation s...
102
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PAMI
2000
15 years 7 days ago
2000
This paper presents a new technique which incrementally builds a hierarchical discriminant regression (IHDR) tree for generation of motion based robot reactions. The robot learned...
54
Voted
ICCV
2007
IEEE
16 years 2 months ago
2007
IEEE
The Active Appearance Model (AAM) is a powerful generative method for modeling and registering deformable visual objects. Most methods for AAM fitting utilize a linear parameter u...
121
Voted
CVPR
2009
IEEE
16 years 7 months ago
2009
IEEE
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...
115
Voted
CVPR
2011
IEEE
14 years 7 months ago
2011
IEEE
Object recognition has made great strides recently. However, the best methods, such as those based on kernelSVMs are highly computationally intensive. The problem of how to accele...