VAIVA ICASIS

VAIVA ICASIS

VAIVA ICASIS

VAIVA ICASIS

Simulated scenarios for real safety: Generate videos and data from virtual cameras and sensors in the vehicle interior with ICASIS.

At a time when real-world tests are reaching their limits – they are too expensive, too slow and too limited – we need to redefine simulations. Because when it comes to saving lives, every second counts. ICASIS stands for the future of validation: precise, flexible and intuitive – because the safety of people deserves every progress.

ICASIS reduces the number of real-world tests and optimizes resource limitations. This means that the utilization of test equipment and team capacities is optimized, the number of test cases in the real world is reduced by 80%, test and development processes are improved, and the costs for manual configuration efforts can be reduced by up to 40%. This accelerates your project delivery and frees up room for revenue-generating innovations.

CASIS also enables more robust algorithm validation and training, takes into account the latest regulatory requirements, and offers flexible scenario adaptations with quick adjustments to legal requirements as well as market-specific requirements (e.g. Euro-NCAP or US-NCAP). So you are always on the safe side.

What to expect

Driver Monitoring System (DMS)

With ICASIS DMS, driver monitoring functions can be developed, tested, and optimized even before the first prototype is built. The highly accurate simulation of the vehicle interior enables rapid and robust development of DMS algorithms that detect realistic scenarios such as distraction, fatigue, or lack of attention.

Real-to-Virtual scenarios

NCAP- & GSR-compliant
test setups

Algorithm training &
validation

Occupant Monitoring System (OMS)

ICASIS OMS can be used to analyze the behavior of all occupants in the vehicle. The simulation of a wide variety of seating positions, movements, and interactions enables the rapid and flexible development of safety-critical functions.

Multisensory

Scenarios for interaction with
Human-Machine Interfaces

Ground-Truth-Annotation

RGB/IR Simulation

ICASIS offers high-precision RGB and IR simulation that can be flexibly adapted to customer-specific requirements and replicates real hardware conditions.

The engine enables complete configuration of RGB and IR sensors. Camera positions can be freely selected, and both spectra can be recorded simultaneously and placed in the vehicle. ICASIS generates the original sensor pattern for RGB and IR and converts all raw data to the MIPI CSI2 standard. In addition, typical lens-specific properties such as distortions or aberrations can be simulated according to customer requirements to ensure realistic imaging.

RGB/IR Dual Simulation

Flexible camera positioning

Optics simulation

AI Training

ICASIS is the platform for training neural networks in safety-critical in-cabin applications – completely cloud-based and without the need for your own computing resources.

ICASIS actively supports the development and improvement of AI algorithms by providing high-quality, diverse training data. The program simulates a wide variety of sensors – from cameras (RGB/IR) to radars – and generates realistic scenarios for all relevant use cases. ICASIS offers animations for driver states such as driving, fatigue, falling asleep, or complex facial expressions. In addition, gaze control and flexible camera positions are fully configurable. In addition, over 1,000 base characters are available with variants for Fitzpatrick type, hair, age, and gender.

All workflows – from scenario creation and test case variation to sensor data and ground truth downloads – are performed in the cloud and are scalable for large data sets. ICASIS thus offers maximum flexibility, speed, and compliance for AI training.

Wide range of realistic
driver states and
animations

Multimodal Data

Cloud-based
Workflow

Ground Truth

ICASIS delivers ground truth directly from the simulation engine, fully automated, highly accurate, and comprehensive —without manual labeling.

All data is already divided into facial features such as eyes and mouth, as well as body areas. Important parameters such as eye and mouth opening and gaze direction, which are essential for many safety-critical applications, are also recorded. They can also be exported in standard formats such as JSON or CSV and are easily scalable for large data sets. In addition, ICASIS offers detailed anatomical output from the head to the extremities, including bones, joints, and muscles in the face, arms, legs, and torso. This creates a solid foundation for precise analysis and benchmarking.

Facial features and
expressions

JSON or CSV for
easy integration

Anatomical details

ICASIS offers a wide range of powerful features that enable precise and realistic validation of algorithms

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Diverse Icasians: simulate a wide range of virtual passengers with different ethnic backgrounds, head and eye movements, field of vision, poses and emotions.

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Diverse Icasians: simulate a wide range of virtual passengers with different ethnic backgrounds, head and eye movements, field of vision, poses and emotions.

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Diverse Icasians: simulate a wide range of virtual passengers with different ethnic backgrounds, head and eye movements, field of vision, poses and emotions.

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Diverse Icasians: simulate a wide range of virtual passengers with different ethnic backgrounds, head and eye movements, field of vision, poses and emotions.

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Diverse vehicle models: test and validate your algorithms in different vehicle types to ensure their functionality in different vehicle classes.

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Diverse vehicle models: test and validate your algorithms in different vehicle types to ensure their functionality in different vehicle classes.

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Diverse vehicle models: test and validate your algorithms in different vehicle types to ensure their functionality in different vehicle classes.

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Diverse vehicle models: test and validate your algorithms in different vehicle types to ensure their functionality in different vehicle classes.

03

Variable lighting conditions: ICASIS simulates realistic lighting conditions – from bright sunlight to driving at night – in order to validate the algorithms even in changing light conditions.

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Variable lighting conditions: ICASIS simulates realistic lighting conditions – from bright sunlight to driving at night – in order to validate the algorithms even in changing light conditions.

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Variable lighting conditions: ICASIS simulates realistic lighting conditions – from bright sunlight to driving at night – in order to validate the algorithms even in changing light conditions.

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Variable lighting conditions: ICASIS simulates realistic lighting conditions – from bright sunlight to driving at night – in order to validate the algorithms even in changing light conditions.

04

True-to-the-original interior representation: ICASIS displays the individual vehicle interior in high detail so that the algorithms can be validated under realistic conditions – including the interior and exterior world.

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High-precision sensor models: our complex sensor models simulate the functionality of the hardware that will later be used in the vehicle, so that the algorithms are tested with precise data for reliable validation.

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Groundtruth data: ICASIS provides accurate reference data (groundtruth) for the correct validation of the algorithms, ensuring that they function efficiently, accurately and reliably.

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Groundtruth data: ICASIS provides accurate reference data (groundtruth) for the correct validation of the algorithms, ensuring that they function efficiently, accurately and reliably.

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Groundtruth data: ICASIS provides accurate reference data (groundtruth) for the correct validation of the algorithms, ensuring that they function efficiently, accurately and reliably.

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Groundtruth data: ICASIS provides accurate reference data (groundtruth) for the correct validation of the algorithms, ensuring that they function efficiently, accurately and reliably.

Our ICASIS brochure shows you everything at a glance. If you have any further questions, please feel free to contact our team of experts.

ICASIS Brochure

Contact the team