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
GenNx360 Capital Partners Closes Fourth Flagship Fund at $865 Million27.8.2026 15:30:00 EEST | Press release
GenNx360 Capital Partners (“GenNx360” or “the Firm”), a New York City-based private equity firm investing in U.S. lower middle market industrial services and business services companies, today announced the successful closing of GenNx360 Capital Partners IV, L.P. (“Fund IV” or “the Fund”), with $865 million in commitments, exceeding its target. Fund IV is the largest fund raised in GenNx360’s history. Fund IV was supported by a diverse group of existing and new investors including leading pensions, asset managers, insurance companies, foundations, and family offices, reflecting conviction in the firm’s disciplined investment approach, operational value creation model, and tenured, diverse team. Fund IV will continue GenNx360’s differentiated strategy of partnering with lower middle market founders and management teams to scale essential services businesses. Fund IV has made five investments to date across infrastructure services, testing and inspection services, aerospace and defense,
Alipay Ant Forest Turns 700 Million Users’ Daily Green Actions into 700 Million Trees Over a Decade of Technology-enabled Environmental Program27.8.2026 15:02:00 EEST | Press release
Alipay Ant Forest, Ant Group’s green initiative that encourages people to participate in environmental protection through simple, everyday low-carbon actions, today announced that more than 700 million users across China have joined the program as of August 2026. Together, they have helped support the planting of over 700 million trees, contributing to ecological restoration efforts in some of China’s most arid and environmentally fragile regions. This press release features multimedia. View the full release here: https://www.businesswire.com/news/home/20260827995848/en/ Before (2019) and after (2026) comparison of Ant Forest Project No. 464 in Inner Mongolia. Launched in 2016 within the Alipay app, Ant Forest transforms individual environmental choices into collective climate action. When users make greener lifestyle choices, such as taking public transportation, cycling, paying bills online to avoid paper invoices, or choosing digital services, they earn virtual “green energy points”
Omilia Appoints Michael Weiss as Vice President, DACH27.8.2026 15:00:00 EEST | Press release
Omilia, a global leader in Self-Learning Agentic CX, today announced the appointment of Michael Weiss as Vice President, DACH. Weiss will lead Omilia's go-to-market strategy across Germany, Austria, and Switzerland, as the company expands its European footprint, with a focus on regulated sectors where enterprise demand for AI that moves past pilot-stage containment is accelerating. In his new role, Weiss will be responsible for enterprise sales, partner development, and go-to-market execution across DACH, building the team and customer relationships needed to scale Omilia's presence in a market where large, heavily regulated enterprises have historically been slow to move off legacy IVR and first-generation AI. Weiss brings more than two decades of enterprise sales leadership in SaaS, cloud, and customer experience (CX) technology. Most recently, he provided fractional Chief Revenue Officer services through his own advisory practice where he advised CX and cloud communications provider
Visa Expands Support for its Clients and the Industry as Organizations Navigate New AI Era of Cybersecurity27.8.2026 15:00:00 EEST | Press release
Visa (NYSE: V) today announced enhancements to its cybersecurity portfolio to help organizations identify and fix vulnerabilities more effectively. Unveiling the next evolution of the Visa Vulnerability Agentic Harness (VVAH), its open-source, model-agnostic framework, Visa is helping organizations significantly reduce the Mean Time to Adapt (MTTA), the time between discovery and resolution of attack paths, with some resolutions shrinking from weeks to hours. And to help clients navigate this evolving threat landscape, Visa also announced the expansion of its Visa Consulting & Analytics (VCA) Cybersecurity Advisory Practice with new advisory services designed to help clients assess risk, prioritize remediation efforts and strengthen resilience in an evolving threat environment. "AI is compressing the time between vulnerability discovery and exploitation, which means defenders need a faster, more reliable path to action," said Rajat Taneja, President, Technology, Visa. "By advancing VVA
Perma-Pipe Announces Closing of Global Credit Facility of Up to $139 Million27.8.2026 14:47:00 EEST | Press release
Perma-Pipe International Holdings, Inc. (Nasdaq: PPIH) (“Perma-Pipe” or the “Company”), a leading global provider of engineered piping and leak detection solutions for energy, infrastructure and industrial markets, today announced the closing of a new global credit facility with J.P. Morgan consists of a $75.0 million revolving credit facility and a $14.0 million term loan facility, and allows the Company access to an additional $50.0 million in incremental capacity. The new facility replaces and consolidates multiple existing credit facilities maintained by the Company and its subsidiaries across various jurisdictions, creating a more streamlined and centralized financing structure for Perma-Pipe’s global operations. It also provides Perma-Pipe with significantly increased financial capacity, enhanced liquidity and greater flexibility to support working capital requirements, letters of credit, strategic investments and the Company’s continued expansion in key markets. Saleh Sagr, Pres
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