Interest Point Detection Based on Stochastically Derived Stability
نویسندگان
چکیده
منابع مشابه
StochasticSIFT: Interest point detection based on stochastically-derived stability
We propose a novel framework for detecting interest points (IPs) in video sequence named StochasticSIFT. The proposed framework incorporates a stochastic model considering temporal dynamics of videos into the SIFT detector to improve robustness against some fluctuations inherently included in video signals. Instead of detecting IPs followed by removing unstable or inconsistent IP candidates, we...
متن کاملInterest Point Detection Based on Stochastically Derived Stability
We propose a novel framework called StochasticSIFT for detecting interest points (IPs) in video sequences. The proposed framework incorporates a stochastic model considering the temporal dynamics of videos into the SIFT detector to improve robustness against fluctuations inherent to video signals. Instead of detecting IPs and then removing unstable or inconsistent IP candidates, we introduce IP...
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Article history: Received 12 February 2008 Accepted 26 November 2008 Available online xxxx
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ژورنال
عنوان ژورنال: IPSJ Transactions on Computer Vision and Applications
سال: 2011
ISSN: 1882-6695
DOI: 10.2197/ipsjtcva.3.186