Qualcomm incorporated (20240378743). OBJECT DETECTION USING TOP VIEW AND CYLINDRICAL REPRESENTATIONS OF SURROUNDING AREAS FOR VEHICLE APPLICATIONS simplified abstract
OBJECT DETECTION USING TOP VIEW AND CYLINDRICAL REPRESENTATIONS OF SURROUNDING AREAS FOR VEHICLE APPLICATIONS
Organization Name
Inventor(s)
Varun Ravi Kumar of San Diego CA (US)
Senthil Kumar Yogamani of Headford (IE)
OBJECT DETECTION USING TOP VIEW AND CYLINDRICAL REPRESENTATIONS OF SURROUNDING AREAS FOR VEHICLE APPLICATIONS - A simplified explanation of the abstract
This abstract first appeared for US patent application 20240378743 titled 'OBJECT DETECTION USING TOP VIEW AND CYLINDRICAL REPRESENTATIONS OF SURROUNDING AREAS FOR VEHICLE APPLICATIONS
The patent application describes systems, methods, and devices for vehicle driving assistance systems that utilize image processing technology.
- The method involves determining feature vectors for images representing the area surrounding a vehicle in both top view and cylindrical representations.
- Locations are then determined based on these feature vectors, which are further combined using a transformer attention process to generate vehicle control instructions.
- The innovation aims to enhance the accuracy and efficiency of vehicle driving assistance systems by utilizing image processing techniques.
Potential Applications: - Autonomous driving systems - Parking assistance technology - Collision avoidance systems
Problems Solved: - Improving the precision of vehicle control instructions - Enhancing the overall performance of driving assistance systems
Benefits: - Increased safety on the roads - Enhanced driving experience for users - Improved efficiency in vehicle control
Commercial Applications: "Advanced Image Processing Technology for Vehicle Driving Assistance Systems: Market Implications and Commercial Uses"
Prior Art: Readers can explore prior patents related to image processing in vehicle driving assistance systems to understand the evolution of this technology.
Frequently Updated Research: Stay informed about the latest advancements in image processing for driving assistance systems to ensure the technology remains cutting-edge.
Questions about Vehicle Driving Assistance Systems: 1. How does image processing technology improve the accuracy of vehicle control instructions? 2. What are the potential challenges in implementing image processing in driving assistance systems?
Original Abstract Submitted
this disclosure provides systems, methods, and devices for vehicle driving assistance systems that support image processing. in a first aspect, a method is provided that includes determining a first set of feature vectors for received images for a top view representation of an area surrounding a vehicle and a second set of feature vectors for a cylindrical representation of the area. the method may further include determining a first set of locations based on the first set of feature vectors and determining a second set of locations based on the second set of feature vectors. a third set of locations may be determined based on the first and second sets of locations, such as combining the first and second sets using a transformer attention process. vehicle control instructions may then be determined based on the third set of locations. other aspects and features are also claimed and described.
