Camera technology & fundamentals Lars Fermum Chief instructor STEMMER IMAGING GmbH www.stemmer-imaging.de AN INTERNATIONAL CONCEPT Theoretical and applied STEMMER IMAGING knowledge customers in General machine vision UK topics Germany France Specific products Who? What? Switzerland Tailored to your Sweden At our European sites (hardware / software) needs Where? Why? Learn how to use machine vision even more efficiently At your premises Benefit from the extensive Online / mobile knowledge of the experts at STEMMER IMAGING Specifying the Camera CAMERA Purpose and requirements profile of cameras: High sensitivity High resolution & frame rate Excellent image quality, high dynamic range Low dark current & noise-less signals Low smear and blooming effects Reproduction of true colours Integrated pre-processing functions or assessment functionality Interfaces for data transfer, digital I/Os etc. Mechanical details: ideally compact, easy to mount, shock resistant USE OF THE CORRECT CAMERA Sensor resolution CCD/CMOS sensor Monochrome/colour camera Monochrome/colour camera Special wavelengths (UV/IR) Area scan or line scan camera Monochrome - visible light Colour - visible light Monochrome - infrared light EFFECT OF RESOLUTION Zoom from image with 640 x 480 pixels 1:1 representation, 2448 x 2048 pixels USE OF COLOUR CAMERAS Colour cameras not only provide brightness information per pixel, they also provide colour information Object features with similar levels of brightness could perhaps be detected based on colour information (=> brightness per colour channel). MONOCHROME VS. COLOUR Monochrome sensor One-chip colour sensor (interline transfer CCD) with Bayer Mosaic BAYER MOSAIC COLOUR CALCULATION USING THE BAYER MOSAIC: Although some individual pixels produce R or G or B, RGB information should be available for each pixel Typical problems: Loss of resolution Loss of brightness More image data than monochrome cameras DISADVANTAGES OF ONE-CHIP COLOUR CAMERAS LOSS OF BRIGHTNESS Both images: identical Sony-CCD without colour filter and with colour filter at 8 ms exposure time DISADVANTAGES OF ONE-CHIP COLOUR CAMERAS LOSS OF RESOLUTION Image 1: Colour camera with Bayer mosaic shows colour errors and loss of resolution Image 2: Monochrome sensor with higher spatial resolution THREE-CHIP COLOUR CAMERAS COLOUR SIGNAL ON THREE SENSORS Full resolution, no colour interpolation Best colour reproduction and colour tone differentiation Note: Greater structural shape Specially adapted lenses Only for PC-based systems and at the moment only available with up to 2 (genuine) megapixels LINE SCAN CAMERAS WHY WORK WITH LINE SCAN CAMERA TECHNOLOGY? Image recording and configuration are complex, but it is especially good for… distortion-free image acquisition of round objects such as cylinders, bottles, bolts & cans inspection purposes, especially for long components, so no loss of resolution as is the case with rectangular surface sensors interruption-free checking of infinite reeled objects such as glass, paper, steel, materials, film image acquisition with high resolution at a lower price than is the case with surface cameras vibration/frequency measurement using scan line camera detectors etc. LINE SCAN CAMERA SENSORS General functional principle of line scan cameras & scanning lines Area scan camera 2D images X columns * Y rows sensor pixel resolution Line scan camera 1D "images“ X columns * 1 pixel row resolution Object movement with line trigger produces an image; alternatively, the camera unit can scan over the object Path-based, not time-based image acquisition: Encoder! LINE SCAN CAMERA APPLICATIONS Inspecting rolled goods Film scanning Flat panel inspection 2D print image checking Printed circuit boards/solar cells Fruit/vegetable inspection SENSOR SIZES OF INDUSTRIAL CAMERAS Typical for cameras with C-mount adapter: Special high-resolution area scan cameras, line scan cameras and high-speed cameras have significantly larger sensors. CCD SENSORS CCD: Traditionally, CCD sensors are preferred in industrial MV. High light sensitivity Low noise Less faulty pixels Use of micro lenses to increase the fill factor when in use Backside illuminated CCDs for maximum sensitivity A central A/D digitises all pixel loadings. Compared with the CMOS, this process produces relatively noiseless images. However, the camera electronics are more complicated and the image digitisation rate (image rate) is comparatively low CMOS SENSORS (1) CMOS: Hard competition for CCD technology Less blooming with overexposure Read-out electronics can be integrated in the sensor Multi-AOI read-out Lower costs with high number of units Lower power consumption High read-out speed (images/s) Random access (multi AOI read-out) More recently, backside illuminated CMOS as well and in some cases micro lens technology CMOS technology allows the construction of reasonably priced, compact cameras or very fast cameras. For welding and traffic applications, value is placed on exposure stability. The (currently) still higher noise, the (currently) still lower sensitivity and the number of defective pixels is improving with each new generation of chip. CMOS SENSORS (2) CMOS with global shutter Motion CMOS with rolling shutter Motion Cheaper "rolling shutter" sensors cause distortions with moving images. Global shutter CMOS sensors require more transistors, are somewhat less sensitive and are more expensive in terms of manufacturing. EXAMPLES OF CAMERA ELECTRONICS (2) Additional camera & pre-processing functions Partial Scan/ Multi AOI readout Bayer-to RGB and other colour modes Blemish pixel correction Flat field correction (shading removal) Look-up tables (changing the image dynamics) Auto shutter / auto gain / auto white balance/ auto iris Image memory/ buffers Special trigger modes E.g. burst mode: 1 trigger => n images Genuine MV functions: Intelligent camera systems EMVA 1288 STANDARD COMPARISON OF CAMERAS The comparison of cameras from different manufacturers (with identical sensors) is quite complex. The EMVA 1288 standard has been developing methods for standardized evaluation of cameras. Sensitivity, linearity and noise Dark current noise Sensor non-uniformity and defect pixels Spectral sensitivity STEMMER IMAGING is testing cameras in detail. Talk to us about your specific application. THE KEY TO PERFECT INSPECTIONS SELECTION OF CAMERA TECHNOLOGY Using a suitable camera makes image processing much easier. Images with low noise, high contrasts, true colours, enough spatial resolution are the key for robust software inspections. Please also consider optical possibilities, sometimes it is easier to change the sensor and lens mount (and have smaller or bigger sensors/ pixels). Camera technology is a fast developing market and there are many different manufacturers, interface technologies and hardware models. Ask your vision experts at STEMMER IMAGING. Thanks a lot for your attention! STEMMER IMAGING GmbH Gutenbergstraße 9 – 13 82178 Puchheim, Deutschland Telefon: Fax: +49 89 80902-0 +49 89 80902-116 [email protected] www.stemmer-imaging.de Your contact: Lars Fermum
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