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
LR Health & Beauty Strengthens Its Management Team With Martin Lipp as New Chief Financial Officer (CFO)7.9.2026 15:36:00 CEST | Press release
The LR Health & Beauty GmbH, Europe’s leading social commerce company for high-quality nutritional supplements and beauty products, is strengthening its management team: effective 7 September 2026, Martin Lipp takes over as Chief Financial Officer (CFO) and joins the Executive Management Team. In his new role, Martin Lipp will be responsible for Global Controlling & Finance, Legal, IT and Operations. This press release features multimedia. View the full release here: https://www.businesswire.com/news/home/20260907262360/en/ Martin Lipp, new CFO of the LR Group “With Martin Lipp, we are gaining a highly experienced international finance executive with extensive expertise in managing and transforming businesses. During the current transition phase, he will enrich the senior management in particular with his strong transformation expertise and excellent know-how in the areas of finance, operations and IT. Together, we will consistently drive forward the implementation of our strategy with
Capcom’s Onimusha: Way of the Sword Sells Over 1 Million Units on Launch Day!7.9.2026 15:00:00 CEST | Press release
– Total series sales surpass 10 million units driven by this first new title in 20 years – Capcom Co., Ltd. (TOKYO:9697) today announced that worldwide sales of Onimusha: Way of the Sword, the latest title in the series, have surpassed 1 million units on the first day of its release. Driven by the performance of this title, cumulative sales of the Onimusha series have now surpassed 10 million units. This press release features multimedia. View the full release here: https://www.businesswire.com/news/home/20260907554827/en/ Onimusha: Way of the Sword key art Onimusha: Way of the Sword, which marks the first new title in the series in over 20 years, is a swordplay action game featuring protagonist Miyamoto Musashi that is set in Edo-era Kyoto. This title enhances the exhilarating sword-based action of the series with cutting-edge technology while also providing a compelling story and beautiful visual depictions. In addition, through several marketing initiatives prior to launch, such as
A2RL Sets New International Benchmark with Europe’s First Five-Car Autonomous Race7.9.2026 14:16:00 CEST | Press release
UAE team Kinetiz wins A2RL’s first race outside of Abu Dhabi during ACI Racing Weekend hosted on Imola’s iconic Autodromo Internazionale Enzo e Dino FerrariWatch the race HERE. The Abu Dhabi Autonomous Racing League (A2RL) completed the first-ever multi-car autonomous race in Europe at the Imola Circuit in Italy on 5 September 2026, as part of ACI Racing Weekend. Kinetiz (UAE) won the League’s inaugural international race, across 12 laps of one of the most technically demanding circuits in world motorsport. This press release features multimedia. View the full release here: https://www.businesswire.com/news/home/20260907943650/en/ A2RL Sets New International Benchmark with Europe’s First Five-Car Autonomous Race (Photo: AETOSWire) Organised by ASPIRE, the grand challenges arm of Abu Dhabi’s Advanced Technology Research Council (ATRC), A2RL brings together key players across Abu Dhabi’s autonomous mobility ecosystem, with strategic oversight from the Smart and Autonomous Systems Council
Dubai Chambers to Train 14,000 Private Sector Companies in Agentic AI7.9.2026 12:15:00 CEST | Press release
Dubai Chambers has launched specialised Agentic AI training for more than 14,000 private sector companies, helping businesses build the skills needed to adopt the technology across their operations. This press release features multimedia. View the full release here: https://www.businesswire.com/news/home/20260907193930/en/ H.E. Eng. Sultan bin Saeed Al Mansoori speaking during the launch of the training programme (Photo: AETOSWire) The training forms part of Dubai’s wider programme to transition the private sector towards Agentic AI, launched under the directives of H.H. Sheikh Hamdan bin Mohammed bin Rashid Al Maktoum, Crown Prince of Dubai, Deputy Prime Minister and Minister of Defence of the UAE, and Chairman of The Executive Council of Dubai. Delivered through the new Dubai Chambers Academy, an integrated e-learning platform, the training provides practical guidance on applying Agentic AI in business. Participants will explore tools and solutions that can improve operations, effici
REPLY: A Face Only A Mother Could Love by Robert Gaudette Wins the Reply AI Film Festival 2026, the International Competition Exploring the Intersection of Cinema and Artificial Intelligence7.9.2026 12:02:00 CEST | Press release
Gabriele Salvatores chaired the international jury that selected the winner from more than 3,000 short films submitted from 76 countries. The awards ceremony took place in Venice on Sunday 6 September, alongside the 83rd Venice International Film Festival of La Biennale. Canadian filmmaker Robert Gaudette, with his short film A Face Only A Mother Could Love, has won the Reply AI Film Festival 2026, the international competition created by Reply to explore new frontiers in cinematic language through the use of artificial intelligence. The award was presented on Sunday 6 September in Venice, during a ceremony organised by Reply and Mastercard at the Match Point Arena, set up at Tennis Club Venezia on the Lido, alongside the 83rd Venice International Film Festival. This press release features multimedia. View the full release here: https://www.businesswire.com/news/home/20260907478421/en/ Canadian filmmaker Robert Gaudette, with his short film A Face Only A Mother Could Love, has won the
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