17698445. METHOD AND APPARATUS FOR DETECTING OBJECT IN IMAGE simplified abstract (Samsung Electronics Co., Ltd.)

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METHOD AND APPARATUS FOR DETECTING OBJECT IN IMAGE

Organization Name

Samsung Electronics Co., Ltd.

Inventor(s)

Kikyung Kim of Hwaseong-si (KR)

INSOO Kim of Seongnam-si (KR)

JIWON Baek of Hwaseong-si (KR)

SEUNGJU Han of Seoul (KR)

JAEJOON Han of Seoul (KR)

METHOD AND APPARATUS FOR DETECTING OBJECT IN IMAGE - A simplified explanation of the abstract

This abstract first appeared for US patent application 17698445 titled 'METHOD AND APPARATUS FOR DETECTING OBJECT IN IMAGE

Simplified Explanation

The abstract describes a method for object detection using an object detection apparatus. Here is a simplified explanation of the abstract:

  • The object detection apparatus receives an input image.
  • It uses an object detection model to detect a target candidate object from the input image.
  • It also uses an error prediction model to detect an error object from the input image.
  • Based on the results of detecting the target candidate object and the error object, the apparatus detects a target object in the input image.

Potential applications of this technology:

  • Surveillance systems: The object detection method can be used in surveillance systems to detect and track specific objects or individuals.
  • Autonomous vehicles: This method can be applied in autonomous vehicles to detect and identify objects on the road, such as pedestrians, vehicles, or obstacles.
  • Robotics: The object detection method can be used in robotics to enable robots to identify and interact with objects in their environment.

Problems solved by this technology:

  • Accurate object detection: The use of both an object detection model and an error prediction model improves the accuracy of detecting target objects in an image.
  • Error detection: The method also detects error objects, which can help in identifying false positives or errors in the object detection process.

Benefits of this technology:

  • Improved object detection accuracy: By combining the results of the object detection model and the error prediction model, the method enhances the accuracy of detecting target objects.
  • Error identification: The method helps in identifying errors or false positives in the object detection process, leading to more reliable results.
  • Versatility: The object detection method can be applied in various fields, such as surveillance, autonomous vehicles, and robotics, making it a versatile solution.


Original Abstract Submitted

An object detection method performed by an object detection apparatus, includes receiving an input image, obtaining, using an object detection model, a result of detecting a target candidate object from the input image, obtaining, using an error prediction model, a result of detecting an error object from the input image, and detecting a target object in the input image based on the result of detecting the target candidate object and the result of detecting the error object.

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