ROBOSENSE
9.2.2021 20:02:05 CET | Business Wire | Press release
RoboSense LiDAR (https://robosense.ai/ ) today released the latest version of the ground truth data system and evaluation tool chain RS-Reference 2.1, used for LiDARs and multi-sensor fusion systems performance evaluation. The original RS-Reference version was launched in the market in 2016, when the automotive-grade MEMS solid-state LiDAR RS-LiDAR-M1 project was established. Used by global OEMs and Tier1s, the system has been continuously improved and upgraded with more efficient and useful evaluation function modules and software tool chains.
This press release features multimedia. View the full release here: https://www.businesswire.com/news/home/20210209005689/en/
While the evaluation function modules can be liked to an exam, the ground truth data is the "answer" for the evaluation of the perception system. Therefore, the accuracy of ground truth data must be significantly higher than the device under test (DuT) in all aspects including detection performance and geometric error.
The ground truth data, usually stored in the PB-Level, includes dynamic information such as obstacle types, speeds, and locations, and static information such as lane lines and road boundaries.
Data labeling quality and data generation efficiency are the key factors to ground truth data.
- The RS-Reference system provides a set of ground truth data generation and evaluation solutions, and outputs detection performance and geometric error indicators with a labeling efficiency close to 1:1. This is significantly more accurate than real-time perception, manual labeling and traditional labeling tools.
- High performance and mature sensor data collection system: the RS-Reference system contains the RoboSense 128-beam LiDAR RS-Ruby, Leopard camera, Continental 408 millimeter-wave radar, GI-6695 RTK, and two added RoboSense RS-Bpearl LiDAR for near-field blind spots in the 2.1 version.
- Detached roof-mounted deployment without vehicle body modification: the RS-Reference system adapts to different vehicle sizes, does not occupy the sensor installation position of the DuTs, and directly evaluates the intelligent driving system that is consistent with the sensor sets of commercial vehicles.
- Vastly improved/accumulated perception algorithm and offline processing mechanism: The algorithm is key to smart labeling instead of manual labeling, and is responsible for the extraction of ground truth data. The RS-Reference system uses a customized and dedicated offline perception algorithm, which is the product of RoboSense’s 13+ years’ of accumulated experience of LiDAR sensing algorithm technology. It performs a “full life process tracking and identification" for each obstacle data, and extracts all ground truth data from each frame. The RS-Reference system can pick up speed and acceleration labeling, and accurately delineate the size of the labeling frame through comprehensive shape and size information. The system is also capable of accurately dividing obstacles that are in close proximity to each other in complex scenes.
- Full-stack evaluation tool chain: it includes data collection tools, sensor calibration tools, visualization tools, manual verification tools, evaluation tools, etc. The 2.1 version upgrades the data management platform and adds the scene semantic labeling function that serves every step of the evaluation process.
- Individual sensor evaluation in the multi-sensor fusion system: not only can the RS-Reference system evaluate the result of intelligent driving's perception fusion, but it can also provide targeted solutions based on the features of different types of sensors such as LiDAR, millimeter wave radar, and camera. Dedicated or customized tool modules can be developed according to customer needs for further in-depth analysis of the performance of the sensing system.
- Extended application value of the RS-Reference: includes planning and control algorithm development support, which is able to generate massive ground truth data to build simulation scenes, and can evaluate road-side perception systems.
View source version on businesswire.com: https://www.businesswire.com/news/home/20210209005689/en/
Link:
Social Media:
About Business Wire
Subscribe to releases from Business Wire
Subscribe to all the latest releases from Business Wire by registering your e-mail address below. You can unsubscribe at any time.
Latest releases from Business Wire
Lehman Brothers Treasury Considers Sale and Final Wind-Down3.8.2026 15:30:00 CEST | Press release
Lehman Brothers Treasury Co. B.V. in liquidation (“LBT”) today, through its U.S. counsel Herbert Smith Freehills Kramer (USA) LLP, announced that LBT is considering a final wind-down of its estate. In connection therewith, LBT has retained Seaport Loan Products LLC as its exclusive placement agent in connection with the potential sale of LBT’s principal remaining asset – a $19.6 billion Class 4A allowed claim against Lehman Brothers Holdings Inc. (the “LBHI Claim”). LBT expects the sale to occur, if at all, in August 2026. To the extent the LBHI Claim is sold, LBT expects to make a final distribution to the holders of its existing notes and thereafter facilitate the cancellation of those notes and the final wind down of its estate in September 2026. The foregoing is subject to further consents and authorizations and LBT retains sole discretion to abandon or otherwise discontinue any sale process at any time. Accordingly, there can be no assurances that the sale process will be conducte
ClickHouse Launches ClickHouse Labs With Andy Pavlo as VP of Database Research3.8.2026 15:30:00 CEST | Press release
Renowned database researcher will lead a new group dedicated to advancing foundational database technology and sharing its work openly with the broader community ClickHouse today announced the launch of ClickHouse Labs, a new research group led by Andy Pavlo, one of the database industry’s most prominent researchers. Dr. Pavlo joins ClickHouse as Vice President of Database Research and will build a team dedicated to advancing the state of the art in database systems. This press release features multimedia. View the full release here: https://www.businesswire.com/news/home/20260803890510/en/ Andy Pavlo, VP of Database Research, ClickHouse Pavlo is an award-winning database researcher and professor at Carnegie Mellon University’s Computer Science Department. He is known throughout the database community for his work on autonomous databases, transaction processing, and large-scale data analytics. At ClickHouse, he will bring that expertise to some of the most ambitious and consequential c
EuroTeleSites Strengthens Operations One Year into Sitetracker Partnership3.8.2026 15:00:00 CEST | Press release
EuroTeleSites, one of Central and Eastern Europe's leading independent tower companies, today announced the results of its first year in partnership with Sitetracker, the leading global Asset Lifecycle Management platform. One year into the deployment, EuroTeleSites reports meaningful progress in its digital transformation, with measurable improvements in operational efficiency, cross-market transparency, and project coordination across its six-country footprint. This press release features multimedia. View the full release here: https://www.businesswire.com/news/home/20260727009809/en/ EuroTeleSites Strengthens Operations One Year into Sitetracker Partnership Driving Efficiency in a Complex, High-Investment Environment EuroTeleSites invests approximately 25% of its revenue into capital expenditures in 2026, funding the construction and upgrade of tower infrastructure across Central and Eastern European markets. Managing this level of scale and complexity demands robust digital support
Visa to Acquire BioCatch3.8.2026 14:30:00 CEST | Press release
BioCatch’s behavioral and device intelligence expertise expected to help detect scams, account takeovers and digital fraud before they happen Visa (NYSE: V) today announced it has signed a definitive agreement to acquire BioCatch, a leading provider of behavioral-first, multi-signal fraud intelligence, from funds advised by Permira and other shareholders for $2.4 billion in cash. The acquisition of BioCatch complements Visa’s existing cyber, fraud, risk and security solutions and is expected to help clients better protect themselves and their customers from the growing threat of account takeovers, scams, money mules and application fraud. Since its inception, BioCatch has developed innovative AI and machine learning-based solutions that analyze thousands of application, behavioral, device, and network signals—such as keystrokes, touch gestures, and device handling—to detect fraud and distinguish legitimate users from fraudsters in real time. BioCatch protects 1.8 billion devices and 76
U.S. Bank Investment Services enhances investor and client onboarding experience for alternative investments3.8.2026 14:16:00 CEST | Press release
U.S. Bank Investment Services today announced it has gone live with a new client lifecycle management (CLM) platform, providing a comprehensive onboarding solution for alternative investment clients and the investors in their funds. The implementation is a key milestone in Investment Services’ multi-phased technology transformation strategy, aimed at modernizing processes, workflows and reporting across the private funds space. U.S. Bank leverages CLM provider Fenergo and its Fen-X platform. Fen-X automates many of the manual processes traditionally associated with underlying investors and direct client relationships and accelerates account setup while maintaining regulatory requirements. The enhanced onboarding experience provides investors and clients with more transparency throughout the process and enables integration with other solutions providers involved in the investor journey, such as screening and tax reporting. The investor experience has been further enhanced with an invest
In our pressroom you can read all our latest releases, find our press contacts, images, documents and other relevant information about us.
Visit our pressroom