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CVPR
2009
IEEE
15 years 2 months ago
Learning to associate: HybridBoosted multi-target tracker for crowded scene
We propose a learning-based hierarchical approach of multi-target tracking from a single camera by progressively associating detection responses into longer and longer track fragm...
Yuan Li, Chang Huang, Ram Nevatia
CORR
2010
Springer
103views Education» more  CORR 2010»
14 years 10 months ago
Spatially-Adaptive Reconstruction in Computed Tomography Based on Statistical Learning
We propose a direct reconstruction algorithm for Computed Tomography, based on a local fusion of a few preliminary image estimates by means of a non-linear fusion rule. One such ru...
Joseph Shtok, Michael Zibulevsky, Michael Elad
JMLR
2008
137views more  JMLR 2008»
14 years 10 months ago
Online Learning of Complex Prediction Problems Using Simultaneous Projections
We describe and analyze an algorithmic framework for online classification where each online trial consists of multiple prediction tasks that are tied together. We tackle the prob...
Yonatan Amit, Shai Shalev-Shwartz, Yoram Singer
ICMCS
2009
IEEE
103views Multimedia» more  ICMCS 2009»
14 years 8 months ago
Web image retrieval via learning semantics of query image
The performance of traditional image retrieval approaches remains unsatisfactory, as they are restricted by the wellknown semantic gap and the diversity of textual semantics. To t...
Chuanghua Gui, Jing Liu, Changsheng Xu, Hanqing Lu
DATE
2010
IEEE
153views Hardware» more  DATE 2010»
14 years 9 months ago
Heterogeneous vs homogeneous MPSoC approaches for a Mobile LTE modem
— Applications like 4G baseband modem require single-chip implementation to meet the integration and power consumption requirements. These applications demand a high computing pe...
Camille Jalier, Didier Lattard, Ahmed Amine Jerray...