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133
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ICML
2010
IEEE
15 years 4 months ago
Projection Penalties: Dimension Reduction without Loss
Dimension reduction is popular for learning predictive models in high-dimensional spaces. It can highlight the relevant part of the feature space and avoid the curse of dimensiona...
Yi Zhang 0010, Jeff Schneider
ASSETS
2010
ACM
15 years 3 months ago
A web-based user survey for evaluating power saving strategies for deaf users of mobileASL
MobileASL is a video compression project for two-way, real-time video communication on cell phones, allowing Deaf people to communicate in the language most accessible to them, Am...
Jessica J. Tran, Tressa W. Johnson, Joy Kim, Rafae...
117
Voted
MM
2010
ACM
190views Multimedia» more  MM 2010»
15 years 3 months ago
Automatic skin enhancement with visible and near-infrared image fusion
Skin tones, portraits in particular, are of critical importance in photography and video, but a number of factors, such as pigmentation irregularities (e.g., moles, freckles), irr...
Sabine Süsstrunk, Clément Fredembach, ...
MM
2010
ACM
177views Multimedia» more  MM 2010»
15 years 3 months ago
Image tag refinement towards low-rank, content-tag prior and error sparsity
The vast user-provided image tags on the popular photo sharing websites may greatly facilitate image retrieval and management. However, these tags are often imprecise and/or incom...
Guangyu Zhu, Shuicheng Yan, Yi Ma
153
Voted
MM
2010
ACM
151views Multimedia» more  MM 2010»
15 years 3 months ago
Explicit and implicit concept-based video retrieval with bipartite graph propagation model
The major scientific problem for content-based video retrieval is the semantic gap. Generally speaking, there are two appropriate ways to bridge the semantic gap: the first one is...
Lei Bao, Juan Cao, Yongdong Zhang, Jintao Li, Ming...
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