18143945. APPARATUS AND METHOD FOR OBJECT DETECTION simplified abstract (HYUNDAI MOTOR COMPANY)
Contents
- 1 APPARATUS AND METHOD FOR OBJECT DETECTION
- 1.1 Organization Name
- 1.2 Inventor(s)
- 1.3 APPARATUS AND METHOD FOR OBJECT DETECTION - A simplified explanation of the abstract
- 1.4 Simplified Explanation
- 1.5 Key Features and Innovation
- 1.6 Potential Applications
- 1.7 Problems Solved
- 1.8 Benefits
- 1.9 Commercial Applications
- 1.10 Prior Art
- 1.11 Frequently Updated Research
- 1.12 Questions about Object Detection Technology
- 1.13 Original Abstract Submitted
APPARATUS AND METHOD FOR OBJECT DETECTION
Organization Name
Inventor(s)
APPARATUS AND METHOD FOR OBJECT DETECTION - A simplified explanation of the abstract
This abstract first appeared for US patent application 18143945 titled 'APPARATUS AND METHOD FOR OBJECT DETECTION
Simplified Explanation
An object detection apparatus uses a sensor device and a processor to analyze images and identify objects. It calculates overlapping degrees and depth deviations between bounding boxes to improve accuracy.
Key Features and Innovation
- Utilizes sensor device and processor for object detection
- Calculates two-dimensional overlapping degree and depth deviation between bounding boxes
- Reflects depth deviation to calculate three-dimensional overlapping degree
- Performs non-maximum suppression procedure based on three-dimensional overlapping degree
Potential Applications
This technology can be used in various fields such as:
- Autonomous vehicles for object detection and collision avoidance
- Surveillance systems for identifying and tracking objects
- Robotics for object manipulation and navigation
Problems Solved
- Improves accuracy of object detection by considering depth deviations
- Reduces false positives in object recognition
- Enhances efficiency of non-maximum suppression procedure
Benefits
- Increased accuracy in object detection
- Enhanced performance in complex environments
- Improved reliability in identifying objects
Commercial Applications
- Automotive industry for autonomous driving systems
- Security industry for surveillance and monitoring applications
- Robotics industry for automation and object manipulation tasks
Prior Art
Readers can explore prior art related to object detection, sensor technology, and image processing algorithms to understand the evolution of this technology.
Frequently Updated Research
Stay updated on advancements in sensor technology, machine learning algorithms, and computer vision techniques to enhance object detection capabilities.
Questions about Object Detection Technology
How does this technology improve object detection accuracy?
This technology improves accuracy by considering depth deviations between bounding boxes, leading to more precise object identification.
What are the potential commercial applications of this object detection technology?
The technology can be applied in autonomous vehicles, surveillance systems, and robotics for various tasks requiring object detection and tracking.
Original Abstract Submitted
An object detection apparatus includes a sensor device and a processor. The sensor device obtains an image. The processor obtains a first bounding box and a second bounding box based on a learning result of the image, calculates a two-dimensional overlapping degree between the first bounding box and the second bounding box, calculates a depth deviation between the first bounding box and the second bounding box, calculates a three-dimensional overlapping degree by reflecting the depth deviation to the two-dimensional overlapping degree, and performs a non-maximum suppression procedure based on the three-dimensional overlapping degree.
