18443980. ADVANCED DRIVER ASSIST SYSTEM AND METHOD OF DETECTING OBJECT IN THE SAME simplified abstract (SAMSUNG ELECTRONICS CO., LTD.)
Contents
ADVANCED DRIVER ASSIST SYSTEM AND METHOD OF DETECTING OBJECT IN THE SAME
Organization Name
Inventor(s)
Byeoungsu Kim of Hwaseong-si (KR)
Kyoungyoung Kim of Suwon-si (KR)
Sanghyuck Ha of Yongin-si (KR)
ADVANCED DRIVER ASSIST SYSTEM AND METHOD OF DETECTING OBJECT IN THE SAME - A simplified explanation of the abstract
This abstract first appeared for US patent application 18443980 titled 'ADVANCED DRIVER ASSIST SYSTEM AND METHOD OF DETECTING OBJECT IN THE SAME
The abstract describes a patent application for an Advanced Driver Assistance System (ADAS) that utilizes a processing circuit and memory to receive a video sequence from a moving vehicle, generate a position image of objects in the stereo image, determine candidate bounding boxes for objects based on the stereo image and reflected signals, and adjust class scores based on positional information.
- The ADAS system includes a processing circuit and memory for executing instructions.
- It receives a video sequence from a moving vehicle and generates a position image of objects.
- The system also generates second position information based on reflected signals received from the vehicle.
- It determines candidate bounding boxes for objects based on the stereo image and position image.
- The class scores of candidate bounding boxes are selectively adjusted based on positional information matching.
Potential Applications: - Automotive safety systems - Autonomous driving technology - Traffic monitoring and management
Problems Solved: - Enhancing object detection and tracking in real-time - Improving accuracy of ADAS systems - Enhancing overall vehicle safety
Benefits: - Increased safety on the roads - Improved efficiency in detecting and responding to objects - Enhanced driver assistance capabilities
Commercial Applications: Title: "Enhanced Object Detection System for Advanced Driver Assistance Systems" This technology can be utilized in the automotive industry for developing advanced driver assistance systems, autonomous vehicles, and traffic management solutions. It has the potential to revolutionize road safety and enhance the overall driving experience.
Prior Art: Prior research in the field of ADAS systems and object detection technologies can provide valuable insights into the development of this innovation.
Frequently Updated Research: Researchers are constantly working on improving object detection algorithms, enhancing the accuracy of ADAS systems, and integrating new technologies for better performance.
Questions about Advanced Driver Assistance Systems: 1. How does this technology improve road safety? 2. What are the key challenges in implementing advanced object detection in ADAS systems?
Original Abstract Submitted
ADAS includes a processing circuit and a memory which stores instructions executable by the processing circuit. The processing circuit executes the instructions to cause the ADAS to receive, from a vehicle that is in motion, a video sequence, generate a position image including at least one object included in the stereo image, generate a second position information associated with the at least one object based on reflected signals received from the vehicle, determine regions each including at least a portion of the at least one object as candidate bounding boxes based on the stereo image and the position image, and selectively adjusting class scores of respective ones of the candidate bounding boxes associated with the at least one object based on whether a respective first position information of the respective ones of the candidate bounding boxes matches the second position information.
