Samsung electronics co., ltd. (20240193957). ADVANCED DRIVER ASSIST SYSTEM AND METHOD OF DETECTING OBJECT IN THE SAME simplified abstract

ADVANCED DRIVER ASSIST SYSTEM AND METHOD OF DETECTING OBJECT IN THE SAME

Organization Name

samsung electronics co., ltd.

Inventor(s)

Sangsoo Ko of Yongin-si (KR)

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 20240193957 titled 'ADVANCED DRIVER ASSIST SYSTEM AND METHOD OF DETECTING OBJECT IN THE SAME

Simplified Explanation: This patent application pertains to an Advanced Driver Assistance System (ADAS) that utilizes a processing circuit and memory to receive a video sequence from a moving vehicle, analyze the position of objects in the video, generate position information based on reflected signals, identify candidate bounding boxes for objects, and adjust class scores based on the accuracy of the position information.

• Key Features and Innovation:

   - Utilizes a processing circuit and memory to analyze video sequences from moving vehicles.
   - Generates position information for objects based on reflected signals.
   - Identifies candidate bounding boxes for objects in the video.
   - Adjusts class scores based on the accuracy of the position information.

• Potential Applications:

   - Enhancing safety features in vehicles.
   - Improving object detection and tracking in autonomous driving systems.
   - Enhancing collision avoidance systems.

• Problems Solved:

   - Improves the accuracy of object detection in dynamic environments.
   - Enhances the reliability of position information for objects in motion.
   - Optimizes the performance of ADAS in real-time scenarios.

• Benefits:

   - Increased safety on the roads.
   - Enhanced efficiency of autonomous driving systems.
   - Improved decision-making capabilities for drivers.

• Commercial Applications:

   - Automotive industry for advanced driver assistance systems.
   - Technology companies developing autonomous vehicles.
   - Research institutions focusing on computer vision and object detection.

• Prior Art:

   - Researchers and developers in the field of computer vision and autonomous driving systems.
   - Patents related to object detection and tracking in dynamic environments.

• Frequently Updated Research:

   - Ongoing advancements in computer vision technology.
   - Research on improving object detection algorithms in real-time scenarios.

Questions about ADAS Technology: 1. How does this technology improve the accuracy of object detection in moving vehicles? 2. What are the potential implications of adjusting class scores based on position information accuracy?

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.