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
JEOL: Sales Launch of the Laser SEM System “LazEdge”25.5.2026 11:16:00 EEST | Press release
JEOL Ltd. (President & CEO: Izumi Oi) has developed the “LazEdge”, an SEM system equipped with a laser processing system, and begins sales on May 25, 2026. Cross-section preparation instruments such as the focused ion beam system (FIB system), are widely used in science and technology fields across research institutes, universities, and industries. In recent years, demand is increasing for a system that can process large-areas at a high speed, while achieving high-quality of the processed surface. “LazEdge” is an instrument integrating JEOL’s SEM with the laser technology proprietary of Hamamatsu Photonics K.K., and enables laser processing inside the specimen chamber of the electron microscope. This system enables high-quality cross-section specimens produced through high-speed, large-area processing to be transferred seamlessly to subsequent analyses, such as SEM observation, elemental analysis, and crystal orientation analysis, without exposure to the external environment. As a resu
TFG-001, A Novel 3D Neural Microtissue Cell Therapy, Demonstrates Superior Functionality and Reinnervation for Parkinson’s Disease25.5.2026 09:00:00 EEST | Press release
TreeFrog Therapeutics, a regenerative medicine biotech company developing next-generation cell therapies, today announced that it will present new preclinical data on TFG-001 at the 7th World Parkinson’s Conference. TFG-001, a 3D neural microtissue cell therapy, demonstrated rapid dopamine release and extensive graft-derived reinnervation across multiple advanced translational Parkinson’s disease models—supporting its potential as a best-in-class candidate. The critical need for reinnervation in Parkinson's disease In Parkinson's disease, an estimated 60–80% of dopaminergic neurons are already lost before motor symptoms even appear. The nigrostriatal pathway degenerates, destroying the essential wiring that connects dopamine-producing neurons to movement control. While chemical dopamine replacements (like levodopa) can manage symptoms, they cannot restore the spatial precision, feedback loops, or dynamic regulation of a healthy brain network. To achieve true functional restoration, it
TFG-001, A Novel 3D Neural Microtissue Cell Therapy, Demonstrates Superior Functionality and Reinnervation for Parkinson’s Disease25.5.2026 09:00:00 EEST | Press release
TreeFrog Therapeutics, a regenerative medicine biotech company developing next-generation cell therapies, today announced that it will present new preclinical data on TFG-001 at the 7th World Parkinson’s Conference. TFG-001, a 3D neural microtissue cell therapy, demonstrated rapid dopamine release and extensive graft-derived reinnervation across multiple advanced translational Parkinson’s disease models—supporting its potential as a best-in-class candidate. The critical need for reinnervation in Parkinson's disease In Parkinson's disease, an estimated 60–80% of dopaminergic neurons are already lost before motor symptoms even appear. The nigrostriatal pathway degenerates, destroying the essential wiring that connects dopamine-producing neurons to movement control. While chemical dopamine replacements (like levodopa) can manage symptoms, they cannot restore the spatial precision, feedback loops, or dynamic regulation of a healthy brain network. To achieve true functional restoration, it
Galderma Receives U.S. FDA Approval for Differin ® Epiduo ® Acne Gel Prescription-to-OTC Switch22.5.2026 19:25:00 EEST | Press release
Galderma (SIX: GALD), the pure-play dermatology category leader, today announced that the United States (U.S.) Food and Drug Administration (FDA) has approved Differin® Epiduo® Acne Gel (Adapalene 0.1% and Benzoyl Peroxide 2.5% Acne Treatment) for over-the-counter (OTC) use in ages 12 years and older, marking a significant Prescription-to-OTC transition in acne care. This press release features multimedia. View the full release here: https://www.businesswire.com/news/home/20260522074280/en/ The U.S. FDA approves Differin® Epiduo® Acne Gel Prescription-to-OTC switch This milestone represents yet another example of Galderma’s unique Integrated Dermatology strategy, demonstrating how proven innovations from its Therapeutic Dermatology portfolio can further strengthen its Dermatological Skincare offerings. The Prescription‑to‑OTC transition highlights Galderma’s scale and expertise in successfully commercializing dermatology innovations across the full spectrum of acne care. With the appro
Avanzanite Bioscience’s Partner Agios Announces PYRUKYND® (mitapivat) Approval in the European Union for Adults with Thalassaemia22.5.2026 17:18:00 EEST | Press release
Avanzanite Bioscience B.V., a rapidly growing commercial-stage European specialty pharmaceutical company focused on rare diseases, today reported that its partner, Agios Pharmaceuticals, Inc. (Nasdaq: AGIO), a commercial-stage biopharmaceutical company headquartered in Cambridge, Massachusetts focused on delivering innovative medicines for patients with rare diseases, announced that the European Commission has granted marketing authorisation for PYRUKYND® (mitapivat), an oral pyruvate kinase (PK) activator, in adults for the treatment of anaemia associated with transfusion-dependent and non-transfusion-dependent alpha- or beta-thalassaemia, with an orphan medicinal product designation. This press release features multimedia. View the full release here: https://www.businesswire.com/news/home/20260522186975/en/ Adam Plich, CEO and Co-Founder of Avanzanite Bioscience. “Thalassaemia is a complex, chronic and multisystem disease characterised by anaemia, ineffective erythropoiesis and haemo
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