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CVPR
2003
IEEE
16 years 8 months ago
Optimal Linear Representations of Images for Object Recognition
Although linear representations are frequently used in image analysis, their performances are seldom optimal in specific applications. This paper proposes a stochastic gradient al...
Xiuwen Liu, Anuj Srivastava, Kyle Gallivan
ICPR
2002
IEEE
16 years 7 months ago
Object Detection in Images: Run-Time Complexity and Parameter Selection of Support Vector Machines
In this paper we address two aspects related to the exploitation of Support Vector Machines (SVM) for classification in real application domains, such as the detection of objects ...
Nicola Ancona, Grazia Cicirelli, Ettore Stella, Ar...
ICMCS
2006
IEEE
141views Multimedia» more  ICMCS 2006»
16 years 6 days ago
Scalability of Multimedia Applications on Next-Generation Processors
In the near future, the majority of personal computers are expected to have several processing units. This is referred to as Core Multiprocessing (CMP). Furthermore, each of the c...
Guy Amit, Yaron Caspi, Ran Vitale, Adi Pinhas
AAAI
1996
15 years 7 months ago
Spatial Aggregation: Language and Applications
This paper describes the spatial aggregation language and its applications. Spatial aggregation comprises a framework and a mechanism for organizing computations around image-like...
Christopher Bailey-Kellogg, Feng Zhao, Kenneth Yip
AVSS
2006
IEEE
16 years 7 days ago
3D Human Motion Analysis in Monocular Video Techniques and Challenges
Extracting meaningful 3D human motion information from video sequences is of interest for applications like intelligent humancomputer interfaces, biometrics, video browsing and ind...
Cristian Sminchisescu