Deformed face detection based on multidirectional fusion attention
A kind of attention and multi-directional technology, applied in the field of deformation face detection technology, can solve the problems of poor robustness, high error rate, large number of parameters, etc., and achieve the effect of enhanced representation and reliable detection
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[0016] The present invention will be described in detail below in conjunction with the accompanying drawings and specific embodiments of the description. As shown in Figure 1, a
[0021] Each step is described in detail below.
[0022] In step A1, in the face deformation attack, the face region is usually located in the center of the image. In order to accurately draw the
[0024]
[0025]
[0026] In step A3, a multi-directional fusion attention module is designed. The specific steps are: given an input X, first
[0027]
[0029]
[0030] The above two transformations aggregate features along two spatial directions to obtain a pair of direction-aware feature maps. by letter
[0032] In the formula, [.,.] is the concatenate operation along the spatial dimension, δ is the nonlinear activation function, and f is the pair of spatial information.
[0033] g
[0034] g
[0035] Here σ is the sigmoid activation function. In order to reduce the complexity and computational overhead o...
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