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» Images as Bags of Pixels
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TPCG
2003
IEEE
14 years 2 months ago
Demosaicing of Colour Images Using Pixel Level Data-Dependent Triangulation
Single-chip digital cameras use an array of broadspectrum Charge-Coupled Devices (CCD) overlayed with a colour filter array. The filter layer consists of transparent patches of ...
Dan Su, Philip Willis
ARVLSI
1995
IEEE
132views VLSI» more  ARVLSI 1995»
14 years 11 days ago
Standard CMOS active pixel image sensors for multimedia applications
The task of image acquisition is completely dominated by CCD-based sensors fabricated on specialized process lines. These devices provide an essentially passive means of detecting...
Alex G. Dickinson, Bryan D. Ackland, El-Sayed Eid,...
SI3D
1999
ACM
14 years 1 months ago
Applications of pixel textures in visualization and realistic image synthesis
With fast 3D graphics becoming more and more available even on low end platforms, the focus in developing new graphics hardware is beginning to shift towards higher quality render...
Wolfgang Heidrich, Rüdiger Westermann, Hans-P...
PRL
2006
153views more  PRL 2006»
13 years 8 months ago
Efficient adaptive density estimation per image pixel for the task of background subtraction
We analyze the computer vision task of pixel-level background subtraction. We present recursive equations that are used to constantly update the parameters of a Gaussian mixture m...
Zoran Zivkovic, Ferdinand van der Heijden
NIPS
2007
13 years 10 months ago
Multiple-Instance Active Learning
We present a framework for active learning in the multiple-instance (MI) setting. In an MI learning problem, instances are naturally organized into bags and it is the bags, instea...
Burr Settles, Mark Craven, Soumya Ray