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PRL
2011
14 years 2 months ago
A Bayes-true data generator for evaluation of supervised and unsupervised learning methods
Benchmarking pattern recognition, machine learning and data mining methods commonly relies on real-world data sets. However, there are some disadvantages in using real-world data....
Janick V. Frasch, Aleksander Lodwich, Faisal Shafa...
ICCV
2011
IEEE
13 years 12 months ago
Contextual Weighting for Vocabulary Tree based Image Retrieval
In this paper we address the problem of image retrieval from millions of database images. We improve the vocabulary tree based approach by introducing contextual weighting of loca...
Xiaoyu Wang, Ming Yang, Timothee Cour, Shenghuo Zh...
ICCV
2011
IEEE
13 years 12 months ago
Automatic Salient Object Extraction with Contextual Cue
We present a method for automatically extracting salient object from a single image, which is cast in an energy minimization framework. Unlike most previous methods that only leve...
Le Wang, IAIR, XJTU, Jianru Xue, Nanning Zheng, Ga...
ICCV
2011
IEEE
13 years 12 months ago
Modeling Temporal Coherence for Optical Flow
Despite the fact that temporal coherence is undeniably one of the key aspects when processing video data, this concept has hardly been exploited in recent optical flow methods. I...
Sebastian Volz, Andres Bruhn, Levi Valgaerts, Henn...
PAM
2012
Springer
13 years 7 months ago
SyFi: A Systematic Approach for Estimating Stateful Firewall Performance
Due to the lack of a standardized methodology for reporting firewall performance, current datasheets are designed for marketing and provide inflated throughput measurements obtai...
Yordanos Beyene, Michalis Faloutsos, Harsha V. Mad...