Nec corporation (20240161445). OBJECT DETECTION APPARATUS, OBJECT DETECTION SYSTEM, OBJECT DETECTION METHOD, AND RECORDING MEDIUM simplified abstract

OBJECT DETECTION APPARATUS, OBJECT DETECTION SYSTEM, OBJECT DETECTION METHOD, AND RECORDING MEDIUM

Organization Name

nec corporation

Inventor(s)

Masaya Fujiwaka of Tokyo (JP)

OBJECT DETECTION APPARATUS, OBJECT DETECTION SYSTEM, OBJECT DETECTION METHOD, AND RECORDING MEDIUM - A simplified explanation of the abstract

This abstract first appeared for US patent application 20240161445 titled 'OBJECT DETECTION APPARATUS, OBJECT DETECTION SYSTEM, OBJECT DETECTION METHOD, AND RECORDING MEDIUM

Simplified Explanation

The object detection apparatus described in the abstract performs compression encoding on images to extract feature quantities for object detection. The apparatus includes a generation unit and a detection unit.

• Generation unit:

 - Performs compression encoding on a first image and a second image indicating a detection target object.
 - Extracts feature quantities for object detection.
 - Generates first encoding information for the compressed, encoded first image and second encoding information for the compressed, encoded second image.

• Detection unit:

 - Detects the detection target object in the first image using the first and second feature quantities.

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1. 1. 1. Potential Applications

The technology can be applied in various fields such as surveillance systems, autonomous vehicles, and robotics for accurate object detection.

1. 1. 1. Problems Solved

The technology solves the problem of efficiently extracting feature quantities from images for object detection, leading to improved detection accuracy and performance.

1. 1. 1. Benefits

- Enhanced object detection capabilities - Efficient compression encoding for feature extraction - Improved overall system performance

1. 1. 1. Potential Commercial Applications

"Enhanced Object Detection Technology for Surveillance Systems and Autonomous Vehicles"

1. 1. 1. Possible Prior Art

Prior art in the field of image processing and object detection may include techniques for feature extraction and compression encoding in similar applications.

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1. 1. Unanswered Questions

1. 1. 1. How does the apparatus handle different types of objects in the detection process?

The abstract does not specify how the apparatus distinguishes between different types of objects during the detection process.

1. 1. 1. What is the computational complexity of the compression encoding and feature extraction process?

The abstract does not provide information on the computational resources required for the compression encoding and feature extraction, which could impact the real-time performance of the system.

Original Abstract Submitted

an object detection apparatus includes: a generation unit that performs compression encoding on each of a first image obtained from an image generation apparatus and a second image indicating a detection target object so as to extract a feature quantity that allows object detection and so as to be decoded later, thereby generate respective one of first encoding information that is the compressed, encoded first image and that is usable as a first feature quantity that is the feature quantity of the first image, and second encoding information that is the compressed, encoded second image and that is usable as a second feature quantity that is the feature quantity of the second image; and a detection unit that detects the detection target object in the first image, by using the first and second feature quantities.