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
Tecnotree Strengthens LATAM Growth with New Digital Transformation Contracts Worth USD 8.8 Million27.7.2026 13:20:00 CEST | Press release
Tecnotree, a global leader in AI-native Digital Business Support Systems (BSS) and digital platform solutions, today announced it has secured new digital transformation contracts across Latin America with a combined value of USD 8.8 million, reinforcing the company’s continued commercial momentum and expanding its presence across one of its key strategic growth markets. This press release features multimedia. View the full release here: https://www.businesswire.com/news/home/20260727931342/en/ Tecnotree Strengthens LATAM Growth with New Digital Transformation Contracts Worth USD 8.8 Million Across the engagements, Tecnotree will deploy its AI-native digital platform and B2B Marketplace for enterprises to simplify customer and business operations through intelligent digital engagement, real-time monetization, digital commerce and partner ecosystem management and AI driven marketing and experience management. By providing a unified digital foundation, the platform enables communications
Pure Lithium Corporation Appoints Mercedes-Benz Battery Veteran Dr. Tobias Glossmann as Chief Product Officer27.7.2026 13:00:00 CEST | Press release
Pure Lithium Corporation, a vertically integrated next-generation lithium metal battery company and developer of the patented Brine to Battery™ technology, today announced the appointment of Dr. Tobias Glossmann as Chief Product Officer. In this role, Dr. Glossmann will lead product and technology strategy, guiding the translation of Pure Lithium’s battery science into engineered products and directing the company’s product engineering efforts. Dr. Glossmann joins Pure Lithium after a 25-year career across Mercedes-Benz companies, most recently serving as Principal Systems Engineer at Mercedes-Benz Research & Development North America. His work spanned advanced battery technology development, from materials through complete battery systems, and he held companywide responsibility for high voltage safety. His career began in 2001 with battery systems development at DaimlerChrysler in Ulm, Germany, and later in Michigan, giving him more than two decades of experience across cell chemistry
Ohmium Appoints Hydrogen Veteran as Chief Commercial Officer27.7.2026 10:05:00 CEST | Press release
Ohmium International Inc., a leading manufacturer of cutting-edge, high-efficiency, modular Proton Exchange Membrane (PEM) electrolyzers, today announced the appointment of Mark Griffin as Chief Commercial Officer (CCO). Griffin will serve as the executive lead of the Ohmium Sales and Marketing organization, driving revenue growth, customer acquisition, and the expansion of a global ecosystem of developers, industrial collaborators, and strategic partners. His appointment brings fresh momentum to Ohmium’s commercial stance as green hydrogen transitions from early adoption into mainstream industrial deployment. Griffin brings over two decades of experience in energy, including work in hydrogen and renewables. At ScottishPower, he spent five years leading hydrogen market development and business energy sales, spearheading two multi-megawatt green hydrogen projects totaling more than £220 million. Both projects were government-subsidized and structured around 15-year decarbonization offta
Uptime Institute Partners with the Governorate of Nineveh to Advance Iraq’s Digital Infrastructure at the U.S.-Iraq Business Summit27.7.2026 09:02:00 CEST | Press release
A landmark partnership signed during Prime Minister Ali Al-Zaidi’s historic U.S. delegation positions Iraq for a new era of resilient, world-class digital infrastructure Uptime Institute today announced a landmark strategic partnership with the Governorate of Nineveh, signed at the U.S. Chamber of Commerce U.S.-Iraq Business Summit to accelerate the region’s digital transformation and advance Iraq’s national digital agenda. The agreement was signed on July 17, 2026, during the official U.S. visit of Iraqi Prime Minister Ali Al-Zaidi. Uptime Institute participated as part of the official delegation at a historic summit that yielded more than 50 agreements valued at over USD $60 billion, signaling a powerful new era of economic cooperation, investment, and technological innovation between the United States and Iraq. This press release features multimedia. View the full release here: https://www.businesswire.com/news/home/20260727139625/en/ Signing of landmark strategic partnership with A
Objectway Expands Into Capital Markets With Its Project to Acquire French Specialist SLIB, Pushing Forward Its Pan-European Growth Strategy27.7.2026 08:45:00 CEST | Press release
Strong complementary offering and expertise create new opportunities for strengthening strategic presence in France and broadening end-to-end proposition across key European markets.Key takeaways With this transaction, Objectway will extend its direct presence in France, adding another leading financial centre to its current footprint in major European hubs such as Italy, Germany, Switzerland, Benelux and the UK. Objectway will expand its offering across the investment services value chain, adding capital markets capabilities to its existing proposition for wealth management, private banking and asset management. SLIB will also broaden Objectway's client base with major European asset servicers, broker-dealers and banks, alongside strengthening Objectway's long-standing relationships with shared clients such as BNP Paribas. Objectway, the pan-European wealthtech solution partner for banking, wealth and asset management firms, today announced that it has entered into exclusive negotiati
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