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Among the three types of ISPs discussed in the previous section, you need to choose the right one for your vision system by considering parameters such as processing needs, ease of integration, and cost.

An Image Signal Processor (ISP) is a key camera component that helps achieve the desired output quality in imaging systems. It is the ISP that converts raw images delivered by an image sensor into a usable form, which can then be used by the embedded vision system for various tasks.

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The process of using an ISP to achieve the desired image quality is called ISP tuning. This is a critical step in camera integration since choosing a camera with the right set of features alone is not enough. You need to make sure that you are able to customize the camera to meet the quality requirements of the end application.

The robot uses embedded cameras and computer vision to identify the color of fruits and vegetables. This is one of the parameters based on which the robot determines whether the produce is ready to be harvested. In this case, color accuracy is of utmost importance since it feeds the AI algorithm the necessary data to take an action (whether to harvest or not). Hence, the performance of the ISP becomes critical in an application like this.

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An external ISP is a standalone chip that is not integrated into the sensor or SoC. The sensor transmits image data to the external ISP for processing, and the processed data is then sent to the main processor for further processing or storage.

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An ISP or Image Signal Processor is a dedicated processor in an imaging system that is responsible for processing images. Along with the hardware-based processing, different types of software enhancements are also done to ensure you get all the imaging parameters like contrast, gain, sharpness, gamma, etc., right.

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For example, imagine an automated liquid handling system used in a laboratory to automatically identify the sample in a test tube based on the color of its cap. This requires the camera system to capture and identify colors. This will be possible only with the help of an ISP.

An on-SoC ISP is integrated into the System on Chip (SoC) and works alongside other processing units like the CPU, GPU, and DSP to form a complete solution. Image data is transmitted from the sensor to the ISP within the SoC for processing, and then further processed or stored by other modules.

Most sensors are relatively simple devices. However, camera systems have to perform a sophisticated set of image processing tasks. They also need a few control systems for managing gain, exposure, and in some cases focus, in order to make them functional.

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TechNexion offers a wide range of embedded vision solutions such as high-resolution cameras, global shutter cameras, HDR cameras, NIR cameras, etc. While our cameras come with the necessary features required for your embedded vision system, we make integration easy by using the same driver for all our camera solutions. In addition, TechNexion also offers VizionViewer, a cross-platform camera software for video streaming and image capturing. It is compatible with x86 platforms (such as Windows and Linux) as well as embedded platforms (such as TI, NVIDIA, and NXP), making camera integration a hassle-free process for product developers.

ISPs come in three variants – on-sensor ISP, on-SoC ISP, and external ISP. Let us look at each of them in detail in this section.

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If you have customized image processing needs, an external ISP is the best choice. If simplicity of design and low cost are your biggest considerations, an on-sensor ISP would work as long as the image processing needs are simple. On-SoC ISPs kind of lie in between with the ability to handle complex processing tasks while seamlessly integrating with other processing units.

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In this article, let us understand what an ISP is, its importance and functions in imaging systems, its types, and much more.

An on-sensor ISP, as the term suggests, is directly integrated into the image sensor chip, allowing the data output from the sensor to be processed internally. Since the ISP and sensor are combined on the same chip, data transmission is more efficient, and latency is reduced.

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