RoboSense Releases the Latest Version of its Sensor Evaluation System for Autonomous Driving
9.2.2021 22:00:00 EET | 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/
(Photo: Business Wire)
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.
To view this piece of content from cts.businesswire.com, please give your consent at the top of this page.
View source version on businesswire.com: https://www.businesswire.com/news/home/20210209005689/en/
Contact information
Cassie Gong
sqgong@robosense.ai
86-15507590175
About Business Wire
For more than 50 years, Business Wire has been the global leader in press release distribution and regulatory disclosure.
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
PPAI Releases Landmark Study Showing Branded Merchandise Supports a $472 Billion Global Economic Footprint9.9.2026 20:24:00 EEST | Press release
Branded merchandise connects brands and people every day, but its impact extends well beyond the products consumers wear, use, receive or purchase. A landmark study commissioned by Promotional Products Association International (PPAI) provides the first comprehensive look at the global economic ecosystem behind branded merchandise. Conducted by independent global advisory firm Oxford Economics, the Branded Merchandise Global Market Report measures the industry end to end, from manufacturing and decoration to distribution, retail, e-commerce, fulfillment, marketing and brand activation. Key findings: $338.3 billion was spent on branded merchandise globally in 2025. The industry supported $472.3 billion in global GDP. Branded merchandise supported 11.9 million jobs worldwide. The sector supported $141.3 billion in global tax revenues – roughly the same as the entire Swiss federal budget. “For years, we’ve known branded merchandise has an extraordinary ability to connect brands with peopl
Vindral Named Recipient of 2026 Technology & Engineering Emmy ® Award9.9.2026 19:38:00 EEST | Press release
Vindral, the Swedish company building future-ready technology for real-time audio and video, has been named a recipient of a 2026 Technology & Engineering Emmy® Award by the National Academy of Television Arts & Sciences (NATAS). Vindral is recognised in the category Web-Based Frame-Accurate Remote Monitoring Systems for Distributed Broadcast Production. The co-recipients in the category are SipRadius, NBCUniversal, Grass Valley, CBS Sports, Disney, Game Creek and Amazon. The awards will be presented on October 14 at the Television Academy's Saban Media Center in North Hollywood, California, where Vindral will be represented by CEO Daniel Alinder and Ian Jefferson. The Technology & Engineering Emmy® Award is one of the U.S. television industry's most prestigious recognitions of technical achievement, previously awarded to companies including Apple, Sony, Netflix and YouTube. This year's recipients are honoured for technology that enabled high-quality, real-time production from distribu
Elliptic Intelligence Used by the USSS to Take Action Against Xinbi, the $30 Billion Criminal Marketplace and Money Laundering Operation9.9.2026 19:36:00 EEST | Press release
Elliptic, the global leader in risk intelligence for on-chain finance, today confirmed that it provided the intelligence used by the United States Secret Service in action taken today against the Xinbi marketplace. The U.S. Secret Service froze wallets belonging to the marketplace and its merchants, containing $52.8 million in cryptoassets linked to Xinbi marketplace. Elliptic provided the data and intelligence that no other provider could. The data was extracted from Elliptic’s Data Fabric Solutions into the USSS' systems, giving investigators the one hundred thousand-foot view, connecting on-chain and off-chain data to paint a full picture of illicit activity rather than a snapshot in one screen of data. Data Fabric provides access to the same blockchain data and intelligence set behind Elliptic’s solutions, and that Elliptic’s own intelligence team used to expose both Huione and Xinbi before anyone else. Since beginning operations in 2022, Xinbi Guarantee and its merchants have proc
HOF Capital Completes €1 Billion Acquisition of Porsche’s Stakes in Bugatti Rimac and Rimac Group9.9.2026 19:00:00 EEST | Press release
HOF Capital today announced the completion of its acquisition of Porsche’s equity interests in Bugatti Rimac and Rimac Group through an HOF-led consortium. The transaction, first announced in April 2026, closed following the satisfaction of all conditions, including regulatory clearances. Porsche’s combined interests were valued at approximately €1 billion. HOF Capital originated and led the transaction, assembling a consortium of institutional investors from the United States and Europe. Following completion of the transaction, HOF holds a 23.5% stake and becomes the largest shareholder in Rimac Group, which holds the 55% controlling interest in Bugatti Rimac. HOF and its consortium also acquired Porsche’s direct 45% interest in Bugatti Rimac. As part of the investment, HOF Capital holds three supervisory board seats across Rimac Group and Bugatti Rimac. Hisham Elhaddad, Co-Founder and Managing Partner of HOF Capital, has joined the Supervisory Boards of both Bugatti Rimac and Rimac G
The Rock-It Company Expands Dynamic Dox to Provide ATA Carnet Services Across the US and Canada9.9.2026 18:00:00 EEST | Press release
The Rock-It Company announced today the expansion of Dynamic Dox, the industry-leading provider of ATA Carnets, to now service partners and projects based in the United States, Canada and beyond. This press release features multimedia. View the full release here: https://www.businesswire.com/news/home/20260909137375/en/ Following over a decade of expertise and leading service across the United Kingdom since 2014, Dynamic Dox will now provide new regions with dedicated document preparation for time-sensitive logistics projects, and urgent ATA Carnets for international shipments and critical business travel needs. The news of the expansion follows Dynamic Dox’s recent brand refresh, introducing an updated identity and connection to The Rock-It Company as Dynamic Dox By Rock-It. The expansion is led by Amanda Barlow, VP of Global ATA Carnets at The Rock-It Company, who has helped to drive the platform’s growth in ATA Carnets, customs services and beyond. The Rock-It Company recently enabl
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