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» High-Dimensional Indexing for Multimedia Features
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MM
2004
ACM
167views Multimedia» more  MM 2004»
15 years 2 months ago
Learning an image manifold for retrieval
We consider the problem of learning a mapping function from low-level feature space to high-level semantic space. Under the assumption that the data lie on a submanifold embedded ...
Xiaofei He, Wei-Ying Ma, HongJiang Zhang
EDBT
2006
ACM
145views Database» more  EDBT 2006»
15 years 9 months ago
Indexing Spatially Sensitive Distance Measures Using Multi-resolution Lower Bounds
Abstract. Comparison of images requires a distance metric that is sensitive to the spatial location of objects and features. Such sensitive distance measures can, however, be compu...
Vebjorn Ljosa, Arnab Bhattacharya, Ambuj K. Singh
MM
2010
ACM
192views Multimedia» more  MM 2010»
14 years 9 months ago
iLike: integrating visual and textual features for vertical search
Content-based image search on the Internet is a challenging problem, mostly due to the semantic gap between low-level visual features and high-level content, as well as the excess...
Yuxin Chen, Nenghai Yu, Bo Luo, Xue-wen Chen
MM
2010
ACM
462views Multimedia» more  MM 2010»
14 years 9 months ago
KPB-SIFT: a compact local feature descriptor
Invariant feature descriptors such as SIFT and GLOH have been demonstrated to be very robust for image matching and object recognition. However, such descriptors are typically of ...
Gangqiang Zhao, Ling Chen, Gencai Chen, Junsong Yu...
MUE
2007
IEEE
129views Multimedia» more  MUE 2007»
15 years 3 months ago
Analysis of Sound Features for Music Timbre Recognition
Recently, communication, digital music creation, and computer storage technology has led to the dynamic increasing of online music repositories in both number and size, where auto...
Xin Zhang, Zbigniew W. Ras