1137 search results - page 47 / 228 » Objective Functions for Feature Discrimination |
117
Voted
ECCV
2008
Springer
16 years 2 months ago
2008
Springer
Abstract. Sparse signal models learned from data are widely used in audio, image, and video restoration. They have recently been generalized to discriminative image understanding t...
105
Voted
CVPR
2010
IEEE
15 years 19 days ago
2010
IEEE
We propose a new algorithm for learning kernels for variants of the Normalized Cuts (NCuts) objective – i.e., given a set of training examples with known partitions, how should ...
108
Voted
NIPS
2004
15 years 1 months ago
2004
We present a discriminative part-based approach for the recognition of object classes from unsegmented cluttered scenes. Objects are modeled as flexible constellations of parts co...
109
Voted
CVPR
2010
IEEE
15 years 8 months ago
2010
IEEE
Linear Discriminant Analysis (LDA) is a popular tool for multiclass discriminative dimensionality reduction. However, LDA suffers from two major problems: (1) It only optimizes th...
108
Voted
ICPR
2008
IEEE
15 years 6 months ago
2008
IEEE
In this paper, we study the feasibility of SIFT features for the tasks of object recognition and tracking within the framework of the IVSEE system design. The IVSEE system is inte...