Method and apparatus for detecting occluded image and medium
AssigneeBeijing Xiaomi Pinecone Electronics Co., Ltd.
InventorsRuoyu LIU, Zhi QU, Yasen ZHANG, Yan SONG, Zhipeng GE
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Abstract
A method for detecting an occluded image. The method includes: after an image is captured by a camera, obtaining the image as an image to be detected; inputting the image to be detected into a trained occluded-image detection model, the occluded-image detection model is trained based on original occluded images and non-occluded images by using a trained data feature augmentation network; determining whether the image to be detected is an occluded image based on the occluded-image detection model; and outputting an image detection result.
Claims20
A method for detecting an occluded image, comprising:
- after an image is captured by a camera, obtaining the image as an image to be detected;
- inputting the image to be detected into a trained occluded-image detection model, wherein, the occluded-image detection model is trained based on original occluded images and non-occluded images by using a trained data feature augmentation network;
- determining whether the image to be detected is an occluded image based on the occluded-image detection model;
- and
- outputting an image detection result.
A device for detecting an occluded image, comprising:
- a processor;
- and
- a memory configured to store instructions executable by the processor;
- wherein the processor is configured to:
- after an image is captured by a camera, obtain the image as an image to be detected;
- input the image to be detected into a trained occluded-image detection model, wherein, the occluded-image detection model is trained based on original occluded images and non-occluded images by using a trained data feature augmentation network;
- determine whether the image to be detected is an occluded image based on the occluded-image detection model;
- and
- output an image detection result.
A non-transitory computer-readable storage medium having stored therein instructions that, when executed by a processor of a router, causes the router to perform a method for detecting an occluded image, the method comprising:
- after an image is captured by a camera, obtaining the image as an image to be detected;
- inputting the image to be detected into a trained occluded-image detection model, wherein, the occluded-image detection model is trained based on original occluded images and non-occluded images by using a trained data feature augmentation network;
- determining whether the image to be detected is an occluded image based on the occluded-image detection model;
- and
- outputting an image detection result.
Dependencies are inferred from the claim text.