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ICCV
2003
IEEE
15 years 11 months ago
Controlling Model Complexity in Flow Estimation
This paper describes a novel application of Statistical Learning Theory (SLT) to control model complexity in flow estimation. SLT provides analytical generalization bounds suitabl...
Zoran Duric, Fayin Li, Harry Wechsler, Vladimir Ch...
DATE
2004
IEEE
210views Hardware» more  DATE 2004»
15 years 1 months ago
Loop Shifting and Compaction for the High-Level Synthesis of Designs with Complex Control Flow
Emerging embedded system applications in multimedia and image processing are characterized by complex control flow consisting of deeply nested conditionals and loops. We present a...
Sumit Gupta, Nikil Dutt, Rajesh Gupta, Alexandru N...
106
Voted
ICIP
2007
IEEE
15 years 3 months ago
Complexity Control for Real-Time Video Coding
A methodology for complexity scalable video encoding and complexity control within the framework of the H.264/AVC video encoder is presented. To yield good rate-distortion perform...
Emrah Akyol, Debargha Mukherjee, Yuxin Liu
ISTA
2004
14 years 11 months ago
An Approach to Advanced Data Synchronization in Complex Process Control Systems
Abstract: Nowadays for any kind of distributed and multi-level, i.e. complex information systems it is vitally important to represent its data resources in a homogenized form. This...
Dmytry V. Kuklenko, Rustam Gamzayev, V. Goloborodk...
UAI
2000
14 years 11 months ago
The Complexity of Decentralized Control of Markov Decision Processes
We consider decentralized control of Markov decision processes and give complexity bounds on the worst-case running time for algorithms that find optimal solutions. Generalization...
Daniel S. Bernstein, Shlomo Zilberstein, Neil Imme...