Bits uncorrelation
WebOct 7, 2024 · The properties of the binary code, a.k.a bit balance and bit uncorrelation, have been proved to be very significant . Bit balance means that each bit has the same … WebMay 1, 2012 · Correlations exist between bits in most text and numeric messages. These correlations can make it easier for enemy nodes to interpret the content of the sub …
Bits uncorrelation
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WebTheoretical analyses reveal that the proposed constraints form a general deep hashing framework for both bit balance and bit uncorrelation and maximizing the mutual … WebApr 25, 2024 · A novel and effective discrete optimization method based on augmented Lagrangian multiplier is developed to iteratively solve the optimization …
WebWe would like to show you a description here but the site won’t allow us. Webbit–uncorrelation constraint and bit-balance constraint on hash codes. A novel and effective discrete optimization method based on augmented Lagrangian multiplier …
WebSep 1, 2024 · Furthermore, to guarantee direct semantic transfer and avoid information loss, we explicitly impose the discrete constraint, bit-uncorrelation constraint, and bit-balance constraint on hash codes. WebDecorrelation is a general term for any process that is used to reduce autocorrelation within a signal, or cross-correlation within a set of signals, while preserving other aspects of the signal. A frequently used method of decorrelation is the use of a matched linear filter to …
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WebJul 1, 2024 · Building on deep representation learning, deep supervised hashing has achieved promising performance in tasks like similarity retrieval. However, conventional code balance constraints (i.e., bit balance and bit uncorrelation) imposed on avoiding overfitting and improving hash code quality are unsuitable for deep supervised hashing … mini laptop with bluetoothWebbit balance and bit uncorrelation, imposed on whole data pop-ulation [Weiss et al., 2008], are unsuitable for DSH methods due to three key issues: 1) nding the zero-mean … most powerful pellet rifle 2021Weband bit-uncorrelation ensure that a uniform number of training data points are assigned to each hash code. Thus, minimizing the time complexity of the retrieval task in the worst … mini laptop that worksWebJul 25, 2011 · Bit-balance and bit-uncorrelation ensure that a uniform number of training data points are assigned to each hash code. Thus, minimizing the time complexity of the retrieval task in the worst... most powerful pemf matsWebIn addition, the proposed method supports a large family of empirical loss functions, which is particularly instantiated in this paper by both a supervised and an unsupervised hashing losses, together with the bits uncorrelation and balance constraints. most powerful pellet rifles on the marketWebMay 31, 2024 · Together, bit-balance and bit-uncorrelation essentially. characterize “code-balance”, i.e., the condition where train-ing data points are uniformly assigned to each hash code. most powerful pen lightWebFurthermore, to guarantee direct semantic transfer and avoid information loss, we explicitly impose the discrete constraint, bit-uncorrelation constraint, and bit-balance constraint on hash codes. A novel and effective discrete optimization method based on augmented Lagrangian multiplier is developed to iteratively solve the optimization problem. most powerful pen flashlight