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
Suzano Reports 36% Increase in Third Quarter Net Revenue Following Consolidation of Arbex6.11.2026 01:23:00 EET | Press release
Suzano (B3: SUZB3 / NYSE: SUZ) , the world’s largest pulp producer, announces its results for the third quarter of 2026 (3Q26), which for the first time include Arbex, the joint venture between Suzano and Kimberly-Clark established in July this year. Driven primarily by the consolidation of Arbex’s contribution, Suzano reported net revenue of BRL16.5 billion, an increase of 36% on the same period last year and a new quarterly record in the company’s 102-year history. Adjusted EBITDA totaled R$5.7 billion in 3Q26, up 9% on the same basis of comparison. Operating cash generation reached R$3.8 billion, an increase of 12%. Net income totaled R$2.1 billion. As announced following the completion of the transaction with Kimberly-Clark, Suzano holds a 51% equity interest in Arbex and will therefore fully consolidate the joint venture’s financial statements from this quarter onwards.1 “This quarter marks the beginning of a new phase for Suzano. With Arbex, we are now a broader business, both ge
iQmetrix Unveils Built-In Intelligence for Every Role in Telecom Commerce at Its 2026 Telecom Industry Address5.11.2026 23:39:00 EET | Press release
iQmetrix, the global provider of Intelligent Commerce Operating Systems for telecom, last week shared highlights from its 2026 Telecom Industry Address and Product Announcements, held virtually on Oct. 28 in two sessions, one for North American audiences and one for European audiences. The address was built around one theme: intelligence. Telecom commerce is moving from systems that record the business to systems that act on it, and the announcements put that intelligence in the hands of every role, from the sales associate at the counter, to the finance manager in the back office, to the corporate view leading the channel experience. This press release features multimedia. View the full release here: https://www.businesswire.com/news/home/20261105003162/en/ "Right now telecom providers are competing in a race to the bottom on price that no one wins. The way out is intelligence. Not AI bolted onto a fragmented tech stack, but intelligence built into how commerce runs. Information plus
Compass Pathways Announces New Employee Inducement Grants Under Nasdaq Listing Rule 5635(c)(4)5.11.2026 23:30:00 EET | Press release
Compass Pathways plc (Nasdaq: CMPS), a biotechnology company dedicated to unlocking urgently needed new treatment options in mental health care, announced today that Compass granted equity awards under the Compass Pathways plc 2026 Inducement Plan to nine newly hired non-executive employees. The equity awards were granted on November 2, 2026, and consisted of options to purchase an aggregate of 59,275 shares and restricted share units or, in the case of employees in the United Kingdom nominal cost options, covering an aggregate of 28,200 shares. These options have an exercise price per share equal to $8.41, the closing price of the Company’s American Depositary Shares on the Nasdaq Global Select Market on the grant date, and will vest over a four-year period with 25% vesting on the first anniversary of the date of the grant and the remaining 75% vesting in equal monthly installments over the three-year period thereafter, subject to each employee’s continued employment. The restricted s
Graco QUANTM i230 Brings Electrification to High-Flow Fluid-Transfer Applications5.11.2026 23:16:00 EET | Press release
Graco Inc. is helping manufacturers electrify high-flow fluid-transfer applications with the global launch of the 3-inch QUANTM® i230, bringing efficient electric drive technology to demanding processes that have traditionally relied on pneumatic pumps. Paint, coatings and ceramics manufacturers depend on diaphragm pumps for their flexibility, reliability and ability to handle challenging materials. But pneumatic pumps also depend on compressed air — an energy-intensive plant resource whose available capacity can fluctuate as demand changes across a facility. The QUANTM i230 gives manufacturers another option for qualified high-flow applications. By combining familiar diaphragm pump capabilities with electric operation, the pump helps manufacturers move more material, reduce transfer bottlenecks and lower energy consumption by up to 80% compared to pneumatic pumps, while maintaining operating flexibility. “High-flow processes in industries like paint, coatings and ceramics have continu
ThetaRay Named World’s Best Software Provider for AML and Sanctions Screening in the 2026 Euromoney Transaction Banking Awards5.11.2026 20:30:00 EET | Press release
ThetaRay, a global leader in AI-native financial crime compliance infrastructure, has been named The World’s Best Software Provider for AML and Sanctions Screening at the 2026 Euromoney Transaction Banking Awards. Evaluated by Euromoney’s editorial and research team, ThetaRay was recognized for technology excellence, verifiable performance, and advancing the modern transaction banking value chain. This press release features multimedia. View the full release here: https://www.businesswire.com/news/home/20261105714764/en/ The recognition reinforces ThetaRay’s standing as foundational compliance infrastructure for global institutions, closely following Chartis Research ranking ThetaRay #8 globally in the Financial Crime and Compliance50 (FCC50) 2026 report and naming the company a Category Winner for Explainable AI. “Our customers operate on the front lines against illicit networks exploiting the speed and scale of modern payment rails, which means defensive technology must meet and outp
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