343 search results - page 6 / 69 » Mercer Kernels for Object Recognition with Local Features |
2861
Voted
CVPR
2011
IEEE
14 years 12 months ago
2011
IEEE
Kernel descriptors provide a unified way to generate rich visual feature sets by turning pixel attributes into patch-level features, and yield impressive results on many object rec...
168
Voted
ICASSP
2011
IEEE
14 years 7 months ago
2011
IEEE
Recently, in generic object recognition research, a classification technique based on integration of image features is garnering much attention. However, with a classifying techn...
134
Voted
CVPR
2004
IEEE
16 years 5 months ago
2004
IEEE
The Gaussian kernel has played a central role in multi-scale methods for feature extraction and matching. In this paper, a method for shaping the filter using the local image stru...
151
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CVPR
2001
IEEE
16 years 5 months ago
2001
IEEE
This paper explores a view-based approach to recognize free-form objects in range images. We are using a set of local features that are easy to calculate and robust to partial occ...
144
click to vote
ICIP
2005
IEEE
15 years 9 months ago
2005
IEEE
This paper presents a view independent face recognition method based on kernel principal component analysis (KPCA) of local parts. View changes induce large variation in feature s...