Machine vision: MVTec is prepared for embedded vision applications with MIPI image sensors

• HALCON is compatible with the MIPI transmission standard • Successful tests with camera modules from Vision Components and The Imaging Source, among others • Enabler for new embedded vision applications

Munich, October 7, 2019 - HALCON, the standard machine vision software from MVTec Software GmbH (, is well prepared for new developments in the embedded vision environment. The leading provider of modern machine vision software offers proof that its software can acquire and process images from MIPI (Mobile Industry Processor Interface) camera modules. Existing HALCON interfaces, such as Video4Linux, GenTL, as well as shared memory access, can be used for this. The hardware interface experts at MVTec have successfully tested the VC MIPI OV 9281 camera module from Vision Components in conjunction with Raspberry Pi 3 and 4, using HALCON 19.05. They also utilized the same HALCON version to successfully test the MIPI IMX290 sensor module from The Imaging Source on an NVIDIA Jetson Nano via FPD-Link III (cable lengths of up to 15 meters). These tests document for the first time that the machine vision software is fully compatible with the camera modules, which were developed specifically for high-volume embedded applications and that meet strict industrial standards.

Prominent hardware manufacturers, such as NVIDIA, NXP, and the Raspberry Pi Foundation, already provide dedicated interfaces for MIPI as a standard feature. The transmission standard allows for the seamless integration of a wide range of image sensors. Thus, digital image data can be acquired - to some extent - without imposing any additional load on the CPUs of embedded devices. This makes it possible to use the full performance of the processors for vision applications. Users also benefit from a maximum transmission rate of up to 17.1 Gbit/s. With these advantages, MIPI paves the way for entirely new business areas beyond industrial machine vision, thanks in part to the lower cost of embedded devices. Such areas include medical technology, agriculture, as well as the logistics and retail sectors. New applications are now possible, which could not previously be implemented with embedded devices due to unsuitable sensor modules.

HALCON features for all industries
With this hardware configuration, MVTec will also support all HALCON core technologies like matching, identification, or measuring, as well as the latest features, such as an executable deep learning inference on Arm® CPUs. This will benefit all industries.
In addition, the company plans to conduct joint demonstrations with Vision Components and The Imaging Source at Embedded VISION Europe on October 24 and 25 in Stuttgart, Germany.

"MIPI has the potential to revolutionize the embedded vision environment. As the technology leader in machine vision, we are at the forefront of these developments. The technology also enables us to gain a foothold in other embedded vision areas. Our performance verification tests demonstrate that HALCON is ready for MIPI-based solutions. This can also be transferred to other combinations of customary MIPI camera modules and platforms," explains Christoph Wagner, Embedded Vision Product Manager at MVTec.

About MVTec
MVTec is a leading manufacturer of standard software for machine vision. MVTec products are used in all demanding areas of imaging: Semi-conductor industry, web inspection, quality control and inspection applications in general, medicine, 3D vision, and surveillance. MVTec, with its head office in Munich (Germany), has more than 30 established distributors worldwide and in addition, MVTec, LLC works out of Boston, MA (USA).

MVTec HALCON is the comprehensive standard software for machine vision with an integrated development environment (HDevelop) that is used worldwide. It enables cost savings and improved time to market. HALCON's flexible architecture facilitates rapid development of any kind of machine vision application. MVTec HALCON provides outstanding performance and a comprehensive support of multi-core platforms, special instruction sets like AVX2 and NEON, as well as GPU acceleration. It serves all industries, with a library used in hundreds of thousands of installations in all areas of imaging like blob analysis, morphology, matching, measuring, and identification. The software provides the latest state-of-the-art machine vision technologies, such as comprehensive 3D vision and deep learning algorithms.

The software secures your investment by supporting a wide range of operating systems and providing interfaces to hundreds of industrial cameras and frame grabbers, in particular by supporting standards like GenICam, GigE Vision, and USB3 Vision. By default, MVTec HALCON runs on Arm®-based smart cameras and other embedded vision platforms. It can also be ported to various microprocessors/DSPs, operating systems, and compilers. Thus, the software is ideally suited for the use within embedded systems.,

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