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A method and apparatus for image saliency detection
Active
CN115690395B
same resolution
easy to catch
Character and pattern recognition
Neural learning methods
Pattern recognition
Image resolution
Embodiments of the present application disclose a kind of image saliency detection method and device.The method comprises: obtaining the image to be detected and the image saliency detection model that has been trained, wherein the image saliency detection model includes
high resolution
path and
low resolution
path,
high resolution
path includes first
convolution
module and second
convolution
module, and
low resolution
path includes third
convolution
module;The high-resolution feature map of the image to be detected is input to the first convolution module, and the high-resolution feature map is processed to obtain the low-resolution feature map;High-resolution feature map is input to the second convolution module to obtain high-resolution path graph, and low-resolution feature map is input to the third convolution module to obtain low-resolution path graph;High-resolution path graph and low-resolution path graph are fused to obtain the result graph for representing the salient target detected from the image to be detected.The technical scheme of the embodiment of the present application can realize high-precision image saliency detection.
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Owner:
AGRICULTURAL BANK OF CHINA
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