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ISCA
1999
IEEE
88views Hardware» more  ISCA 1999»
15 years 9 months ago
Performance of Image and Video Processing with General-Purpose Processors and Media ISA Extensions
This paper aims to provide a quantitative understanding of the performance of image and video processing applications on general-purpose processors, without and with media ISA ext...
Parthasarathy Ranganathan, Sarita V. Adve, Norman ...
IPCV
2007
15 years 6 months ago
Extracting the Major Form Body Segment from Unconstrained Document Images
Abstract In the analysis of any unconstrained document image it is necessary to first decide what the main area of interest is. Previous work has been done on simply removing the ...
John Bunch, Dean Curtis, Christopher Jones, Jia Ts...
NIPS
1997
15 years 6 months ago
Incorporating Test Inputs into Learning
In many applications, such as credit default prediction and medical image recognition, test inputs are available in addition to the labeled training examples. We propose a method ...
Zehra Cataltepe, Malik Magdon-Ismail
MICCAI
2005
Springer
16 years 5 months ago
Efficient Learning by Combining Confidence-Rated Classifiers to Incorporate Unlabeled Medical Data
Abstract. In this paper, we propose a new dynamic learning framework that requires a small amount of labeled data in the beginning, then incrementally discovers informative unlabel...
Weijun He, Xiaolei Huang, Dimitris N. Metaxas, Xia...
KDD
2005
ACM
130views Data Mining» more  KDD 2005»
16 years 5 months ago
Regression error characteristic surfaces
This paper presents a generalization of Regression Error Characteristic (REC) curves. REC curves describe the cumulative distribution function of the prediction error of models an...
Luís Torgo