Hyundai motor company (20240193803). APPARATUS AND METHOD FOR OBJECT DETECTION simplified abstract
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 20240193803 titled 'APPARATUS AND METHOD FOR OBJECT DETECTION
Simplified Explanation
The 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 based on three-dimensional overlapping degree.
Potential Applications
This technology can be used in:
- Surveillance systems
- Autonomous vehicles
- Robotics
- Augmented reality applications
Problems Solved
- Improves accuracy in object detection.
- Reduces false positives in identifying objects.
- Enhances efficiency in processing images.
Benefits
- Increased precision in object detection.
- Enhanced performance in various applications.
- Improved decision-making based on accurate object recognition.
Commercial Applications
Object Detection Technology for Enhanced Surveillance and Automation This technology can revolutionize surveillance systems and automation processes by providing accurate and efficient object detection capabilities. It can be integrated into security systems, autonomous vehicles, and industrial automation for improved performance and reliability.
Prior Art
Research on object detection algorithms and techniques in computer vision and artificial intelligence fields can provide insights into similar technologies and advancements in the field.
Frequently Updated Research
Stay updated on advancements in computer vision, machine learning, and object detection algorithms to enhance the capabilities and applications of this technology.
Questions about Object Detection Technology
How does this technology improve object detection accuracy?
This technology improves accuracy by calculating overlapping degrees and depth deviations between bounding boxes, leading to more precise object recognition.
What are the potential applications of this object detection technology?
The potential applications include surveillance systems, autonomous vehicles, robotics, and augmented reality applications.
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.
