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
Interactive Brokers Expands AI Integration Capabilities – Adding ChatGPT and Grok to Its Growing Suite of Agentic Trading Tools22.6.2026 17:00:00 EEST | Press release
Interactive Brokers (Nasdaq: IBKR), an automated global broker, today announced the expansion of its agentic trading capabilities with the addition of ChatGPT and Grok, further broadening a growing ecosystem of AI platform integrations that began with Claude. Available through certified AI connector marketplaces across multiple leading platforms, these integrations allow clients to research, analyze, and generate instructions with speed and efficiency to uncover new trading and investing opportunities instantly. With this release, Interactive Brokers also extends the selection of products available for order instructions to include support for options, futures and futures options in addition to equities and ETFs. “We continue to see growing interest from investors in using artificial intelligence as a more natural way to interact with financial markets,” said Milan Galik, Chief Executive Officer of Interactive Brokers. “Adding ChatGPT and Grok, together with support for options and fut
IQM Named Among Quantum Collaborators in HPE's New Hybrid Quantum-HPC Platform22.6.2026 16:22:00 EEST | Press release
Hewlett Packard Enterprise has named IQM Quantum Computers among the companies collaborating on its hybrid classical-quantum computing platform, announced at HPE Discover Las Vegas. This press release features multimedia. View the full release here: https://www.businesswire.com/news/home/20260622035759/en/ IQM Radiance quantum computer at HPE Discover Las Vegas 2026 IQM, a global leader in full-stack superconducting quantum computers, is contributing superconducting quantum processor technology to the effort, in which HPE is integrating multiple quantum modalities with its Cray supercomputing infrastructure. This collaboration strengthens IQM's global expansion plans as the company prepares for its planned Nasdaq listing through a merger with Real Asset Acquisition Corp. (Nasdaq: RAAQ). For IQM, HPE's selection places the company at the center of one of the computing industry's most significant efforts to bring quantum and high-performance computing together, an integration widely rega
Return Abuse Goes Mainstream as Nearly Half of Consumers Use AI in Return Claims, New Riskified Research Finds22.6.2026 15:30:00 EEST | Press release
Riskified (NYSE: RSKD), a global leader in ecommerce fraud detection and risk intelligence, today released a new global report, “Rewriting the Rules on Returns”, exploring how consumer attitudes and behaviors around ecommerce returns are evolving in the age of artificial intelligence (AI). The Riskified-commissioned study, conducted by eTail Insights, is based on a survey of 2,091 consumers across seven countries, alongside in-depth interviews with senior leaders from many of the largest retail companies in the world. The research finds that return abuse behaviors are increasingly normalized, while nearly half of consumers already use generative AI tools to assist with return or refund claims. At the same time, merchants are responding by tightening return policies, shortening return windows, and deploying advanced AI detection to better distinguish between legitimate behavior and abuse patterns. Key Findings Nearly half of consumers (50%) report using generative AI tools such as ChatG
Forrester Unveils Agendas For 2026 Technology & Innovation Forums In North America And EMEA22.6.2026 15:00:00 EEST | Press release
Forrester (Nasdaq: FORR) today announced the full conference agendas for its Technology & Innovation Forum Central (Austin, September 14–15, 2026), Technology & Innovation Forum EMEA (London, September 30–October 1, 2026), and Technology & Innovation Forum East (New York City, November 4–5, 2026). This year’s theme, “The IT Singularity,” dives into the new AI era in which AI has become ubiquitous and no longer a competitive advantage on its own. To succeed, technology leaders including chief information officers, chief data officers, and chief AI officers need to integrate AI into their operating models, modernize software development and IT operations, strengthen data and governance practices, and align technology investments with business strategy. Across the Forums, tech leaders and their teams will learn how to scale AI responsibly, accelerate delivery, and strengthen executive confidence in an increasingly autonomous, AI-driven environment. Key sessions include: The AI Voyage — Fr
AdvanCell Establishes U.S. Global Headquarters and Secures Flagship Manufacturing Facility in Greater Boston to Drive Growth Strategy22.6.2026 15:00:00 EEST | Press release
AdvanCell, a clinical-stage radiopharmaceutical company developing innovative targeted alpha therapies for cancer, today announced the establishment of its U.S. Global Headquarters in the Greater Boston area, and the lease of a new 128,000-square-foot facility that will become the Company’s U.S. flagship manufacturing center supporting its long-term growth and commercialization strategy. The expansion marks an important milestone in the Company’s evolution into a U.S.-based radiopharmaceutical company with integrated operations spanning North America and Australia. The investment reflects AdvanCell's strategy to expand its U.S. presence and build the infrastructure needed to support the development and future commercialization of ADVC001 and its Lead-212 targeted alpha therapy pipeline. Located in Greater Boston, the Innovation Park campus owned by IQHQ provides access to a world-class life-science ecosystem, supporting the next phase of the Company’s growth. The Andover facility will
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