Method and system for global encoding of urban traffic surveillance video
A surveillance video, global coding technology, applied in the field of urban traffic surveillance video coding, can solve problems such as urban surveillance data redundancy
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[0128] The specific implementation of the construction of the three-layer knowledge dictionary in this step is as follows:
[0129] (1) The construction of the first-level knowledge dictionary, that is, the construction of the common visual texture information knowledge dictionary of all types of global moving vehicles.
[0130] The sparse coding method is used to construct a knowledge dictionary of common visual texture information for all types of sports vehicles. The cost function is as follows:
[0131] ( D 1 , α 1 ) = arg min D 1 , α 1 X c = 1 C | | y c - D 1 α 1 c | | 2 2 + τ X c = 1 C | | α 1 c | | 1 - - - ( 1 )
[0132] Among them, D 1 Represents the first-level knowledge dictionary; C represents the number of types of global moving vehicles, and c represents the type number of global moving vehicles; y c Represents the co...
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