- Research works
- 75 ▲ 167% vs 2013–17
- Citations
- 677 9.1 per fractional work
- Top-10% rate
- 13.0% record average 16.5%
- Open access
- 12% world 28%
Not ranked overall: Ibeo Automotive Systems (Germany) is under the volume floor below which an excellence rate is noise. Not ranked is not the same as ranked last.
Field profile
Location quotient across every field it publishes in: outside the ring is more than an institution of this size would be expected to publish, inside it is less.
Which keywords describe research at Ibeo Automotive Systems (Germany)?
By fractional works in all years, weighted toward what it does more of than the world: Deep Learning, Autonomous Vehicles, Sensor Fusion, Machine Learning, Collision Avoidance, Driver Assistance Systems, Trajectory Prediction and Laser Ranging.
- Embedded Systems
- Sampling-Based Algorithms
- Object Detection
- Wireless Sensor Networks
- Short-Term Forecasting
- Shale Gas Reservoirs
- Computer Vision
- Finite Element Method
- Fuel Consumption
- Reconfigurable Manufacturing Systems
- SLAM
- Intelligent Transportation Systems
- Particle Filters
- Lidar Remote Sensing
- Terrestrial Laser Scanning
- Neural Networks
- Laser Ranging
- Driver Assistance Systems
- Machine Learning
- Autonomous Vehicles
- Deep Learning
- Sensor Fusion
- Collision Avoidance
- Trajectory Prediction
- Time-of-Flight
- Bayesian Inference
- Forest Carbon Stocks
- Nonlinear Estimation
- Convolutional Neural Networks
- 3D Mapping
- Flexible Automation
- Eco-Driving
- Vibration Analysis
- Fluid Dynamics
- Hydraulic Fracturing
- Big Data
- Traffic Flow
- Image Recognition
- Optimal Motion Planning
- Driver Behavior
Size is fractional works in all years in the topics tagged with each word; colour is the word's share of this institution's work against its share of the world's. The 40 words are chosen for being large and distinctive. Each links to the topic it comes from most.
All 40 words, with their numbers
- Deep Learning20▲ 12×16 topics
- Autonomous Vehicles15▲ 139×5 topics
- Sensor Fusion15▲ 227×2 topics
- Machine Learning14▲ 8.5×6 topics
- Collision Avoidance13▲ 145×2 topics
- Driver Assistance Systems11▲ 551×1 topic
- Trajectory Prediction11▲ 551×1 topic
- Laser Ranging6▲ 395×1 topic
- Time-of-Flight6▲ 125×1 topic
- Neural Networks5▲ 5.9×6 topics
- Bayesian Inference4▲ 43×2 topics
- Terrestrial Laser Scanning4▲ 66×2 topics
- Forest Carbon Stocks4▲ 121×1 topic
- Lidar Remote Sensing4▲ 121×1 topic
- Nonlinear Estimation4▲ 148×1 topic
- Particle Filters4▲ 148×1 topic
- Convolutional Neural Networks3▲ 10×5 topics
- Intelligent Transportation Systems3▲ 47×3 topics
- 3D Mapping3▲ 65×1 topic
- SLAM3▲ 65×1 topic
- Flexible Automation2▲ 110×1 topic
- Reconfigurable Manufacturing Systems2▲ 110×1 topic
- Eco-Driving2▲ 63×1 topic
- Fuel Consumption2▲ 49×1 topic
- Vibration Analysis2▲ 9.6×2 topics
- Finite Element Method2▲ 20×2 topics
- Fluid Dynamics2▲ 18×2 topics
- Computer Vision2▲ 19×3 topics
- Hydraulic Fracturing2▲ 21×1 topic
- Shale Gas Reservoirs2▲ 41×1 topic
- Big Data2▲ 4.5×4 topics
- Short-Term Forecasting2▲ 34×1 topic
- Traffic Flow2▲ 38×1 topic
- Wireless Sensor Networks2▲ 6.4×4 topics
- Image Recognition2▲ 45×1 topic
- Object Detection2▲ 48×1 topic
- Optimal Motion Planning2▲ 40×1 topic
- Sampling-Based Algorithms2▲ 40×1 topic
- Driver Behavior2▲ 33×2 topics
- Embedded Systems1▲ 21×2 topics
Which research topics does Ibeo Automotive Systems (Germany) publish most on?
By volume in 2022–2025: Flexible and Reconfigurable Manufacturing Systems, Physics and Engineering Research Articles, Advanced Optical Sensing Technologies and Robotics and Sensor-Based Localization.
Area is fractional works; colour is the subfield each topic belongs to.
- 1 Flexible and Reconfigurable Manufacturing Systems Industrial and Manufacturing Engineering 2 works
- 2 Physics and Engineering Research Articles Computational Mechanics 1 works
- 3 Advanced Optical Sensing Technologies Instrumentation 0 works
- 4 Robotics and Sensor-Based Localization Aerospace Engineering 0 works
- 5 Advanced Manufacturing and Logistics Optimization Industrial and Manufacturing Engineering 0 works
- 6 Remote Sensing and LiDAR Applications Environmental Engineering 0 works
- 7 Low-power high-performance VLSI design Electrical and Electronic Engineering 0 works
- 8 Brake Systems and Friction Analysis Automotive Engineering 0 works
- 9 Recycling and Waste Management Techniques Industrial and Manufacturing Engineering 0 works
- 10 Electric and Hybrid Vehicle Technologies Automotive Engineering 0 works
How open and international is its research?
Against the world’s own shares — the tick on each track. Both are shares of its output, so they sit on one scale and can be read against each other as well as against the world.
World: 28% of research is openly available.
World: 19% is written across borders.
How has Ibeo Automotive Systems (Germany)'s research output changed?
Output in 2018–2022 was 167% higher than in 2013–2017.
The same series as a ribbon — one cell per year, darker for more. The line above answers how much; this answers when.
Other research institutions in Hamburg
- Universität Hamburg
- University Medical Center Hamburg-Eppendorf
- Hamburg University of Technology
- Deutsches Elektronen-Synchrotron DESY
- Helmut Schmidt University
- HAW Hamburg
- Institute for Peace Research and Security Policy
- Philips (Germany)
Research measures only: rankings here say nothing about teaching, admissions or student experience. Comparable institutions and collaboration partners are in the interactive view on the map.