Search Results - "Muckenhuber, Stefan"
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Fault Detection, Isolation, Identification and Recovery (FDIIR) Methods for Automotive Perception Sensors Including a Detailed Literature Survey for Lidar
Published in Sensors (Basel, Switzerland) (30-06-2020)“…Perception sensors such as camera, radar, and lidar have gained considerable popularity in the automotive industry in recent years. In order to reach the next…”
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Development and Experimental Validation of an Intelligent Camera Model for Automated Driving
Published in Sensors (Basel, Switzerland) (15-11-2021)“…The virtual testing and validation of advanced driver assistance system and automated driving (ADAS/AD) functions require efficient and realistic perception…”
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Configurable Sensor Model Architecture for the Development of Automated Driving Systems
Published in Sensors (Basel, Switzerland) (08-07-2021)“…Sensor models provide the required environmental perception information for the development and testing of automated driving systems in virtual vehicle…”
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Operational algorithm for ice–water classification on dual-polarized RADARSAT-2 images
Published in The cryosphere (11-01-2017)“…Synthetic Aperture Radar (SAR) data from RADARSAT-2 (RS2) in dual-polarization mode provide additional information for discriminating sea ice and open water…”
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Open-source sea ice drift algorithm for Sentinel-1 SAR imagery using a combination of feature tracking and pattern matching
Published in The cryosphere (07-08-2017)“…An open-source sea ice drift algorithm for Sentinel-1 SAR imagery is introduced based on the combination of feature tracking and pattern matching. Feature…”
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Contaminations on Lidar Sensor Covers: Performance Degradation including Fault Detection and Modeling as Potential Applications
Published in IEEE open journal of intelligent transportation systems (2022)“…Lidar sensors play an essential role in the perception system of automated vehicles. Fault Detection, Isolation, Identification, and Recovery (FDIIR) systems…”
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Automotive Lidar and Vibration: Resonance, Inertial Measurement Unit, and Effects on the Point Cloud
Published in IEEE open journal of intelligent transportation systems (2022)“…Lidar is an important component of the perception suite for automated systems. The effects of vibration on lidar point clouds are mostly unknown, despite the…”
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Occlusion Model -A geometric sensor modelling approach for virtual testing of ADAS/AD functions
Published in IEEE open journal of intelligent transportation systems (01-01-2023)“…New advanced driver assistance system/automated driving (ADAS/AD) functions have the potential to significantly enhance the safety of vehicle passengers and…”
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Sea ice drift data for Fram Strait derived from a feature-tracking algorithm applied on Sentinel-1 SAR imagery
Published in Data in brief (01-06-2018)“…1541 Sentinel-1 SAR images, acquired over Fram Strait between 2014 and 2016, were considered for sea ice drift retrieval using an open-source feature tracking…”
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Automated snow avalanche monitoring for Austria: State of the art and roadmap for future work
Published in Frontiers in remote sensing (21-04-2023)“…Avalanches pose a significant threat to the population and infrastructure of mountainous regions. The mapping and documentation of avalanches in Austria is…”
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Angle-dependent spectral reflectance material dataset based on 945 nm time-of-flight camera measurements
Published in Data in brief (01-06-2023)“…The main objective of this article is to provide angle-dependent spectral reflectance measurements of various materials in the near infrared spectrum. In…”
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GPS data from sea ice trackers deployed in Fram Strait in 2016
Published in Data in brief (01-06-2018)“…Three GPS trackers have been deployed on sea ice in Fram Strait collecting GPS positions between 7th July 2016 until 10th September 2016 with an interval…”
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Automotive Lidar Modelling Approach Based on Material Properties and Lidar Capabilities
Published in Sensors (Basel, Switzerland) (10-06-2020)“…Development and validation of reliable environment perception systems for automated driving functions requires the extension of conventional physical test…”
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Performance evaluation of a state-of-the-art automotive radar and corresponding modeling approaches based on a large labeled dataset
Published in Journal of intelligent transportation systems (21-10-2022)“…Radar is a key sensor to achieve a reliable environment perception for advanced driver assistance system and automated driving (ADAS/AD) functions. Reducing…”
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Open-source feature-tracking algorithm for sea ice drift retrieval from Sentinel-1 SAR imagery
Published in The cryosphere (26-04-2016)“…A computationally efficient, open-source feature-tracking algorithm, called ORB, is adopted and tuned for sea ice drift retrieval from Sentinel-1 SAR…”
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pointcloudset: Efficient Analysis of Large Datasets of Point Clouds Recorded Over Time
Published in Journal of open source software (28-09-2021)Get full text
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MOLISENS: MObile LIdar SENsor System to exploit the potential of small industrial lidar devices for geoscientific applications
Published in Geoscientific instrumentation, methods and data systems (02-08-2022)“…We propose a newly developed modular MObile LIdar SENsor System (MOLISENS) to enable new applications for small industrial lidar (light detection and ranging)…”
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Object-based sensor model for virtual testing of ADAS/AD functions
Published in 2019 IEEE International Conference on Connected Vehicles and Expo (ICCVE) (01-11-2019)“…A novel generic sensor model is introduced for testing and validation of ADAS/AD (Advanced Driver Assistance Systems/Autonomous Drive) functions. The model…”
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Conference Proceeding -
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Occlusion Model-A Geometric Sensor Modeling Approach for Virtual Testing of ADAS/AD Functions
Published in Intelligent Transportation Systems, IEEE Open Journal of (2023)“…New advanced driver assistance system/automated driving (ADAS/AD) functions have the potential to significantly enhance the safety of vehicle passengers and…”
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