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Management of Large Sets of Image Data Capture, Databases, Image Processing, Storage, Visualization Karol Kozak
Management of large sets of image data Capture, Databases, Image Processing, Storage, Visualization Karol Kozak Download free books at Karol Kozak Management of large sets of image data Capture, Databases, Image Processing, Storage, Visualization Download free eBooks at bookboon.com 2 Management of large sets of image data: Capture, Databases, Image Processing, Storage, Visualization 1st edition © 2014 Karol Kozak & bookboon.com ISBN 978-87-403-0726-9 Download free eBooks at bookboon.com 3 Management of large sets of image data Contents Contents 1 Digital image 6 2 History of digital imaging 10 3 Amount of produced images – is it danger? 18 4 Digital image and privacy 20 5 Digital cameras 27 5.1 Methods of image capture 31 6 Image formats 33 7 Image Metadata – data about data 39 8 Interactive visualization (IV) 44 9 Basic of image processing 49 Download free eBooks at bookboon.com 4 Click on the ad to read more Management of large sets of image data Contents 10 Image Processing software 62 11 Image management and image databases 79 12 Operating system (os) and images 97 13 Graphics processing unit (GPU) 100 14 Storage and archive 101 15 Images in different disciplines 109 15.1 Microscopy 109 360° 15.2 Medical imaging 114 15.3 Astronomical images 117 15.4 Industrial imaging 360° 118 thinking. 16 Selection of best digital images 120 References: thinking. 124 360° thinking . 360° thinking. Discover the truth at www.deloitte.ca/careers Discover the truth at www.deloitte.ca/careers © Deloitte & Touche LLP and affiliated entities. Discover the truth at www.deloitte.ca/careers © Deloitte & Touche LLP and affiliated entities. -
Fixation Secondhand 2018-02-19
Secondhand Items 19/02/2018 Canon Canon EOS 1D Mk IV 200,386 XSCAN1D1V611 £618 Canon EOS 1D X 110,000 XHCAN1DX172 £2,640 Canon EOS 1D X 165,000 XHCAN1DX115 £2,260 Canon EOS 1D X 173,000 XSCAN1DX663 £2,645 Canon EOS 1D X Mark II 110,948 XSCAN1DX11517 £3,510 Canon EOS 1DS Mark III 51,680 XHCAN1DS063 £750 Canon EOS 1DS Mark III New Shutter XSCAN1DS111948 £890 Canon EOS 5D S 78,175 XSCAN5DS999 £1,896 Canon EOS 5D Mark II 152,783 XSCAN5D11942 £540 Canon EOS 5D Mark II 160,006 XSCAN5D11533 £594 Canon EOS 5D Mark II 38,377 XSCAN5D11948 £714 Canon EOS 5D Mark II 60,669 XSCAN5D11098 £594 Canon EOS 5D Mark III 33,745 XSCAN5D111917 £1,200 Canon EOS 5D Mark III 182,730 XSCAN5D111544 £1,320 Canon EOS 5D Mark III 105,494 XSCAN5D111490 £1,398 Canon EOS 5D Mark III 235,858 XSCAN5D111625 £1,165 Canon EOS 5D Mark III 118,203 XSCAN5D111006 £1,165 Canon EOS 5D Mark III 34,306 XSCAN5D111490 £1,398 Canon EOS 7D Mark II 142,811 XSCAN7D11337 £780 Canon EF 24mm ƒ/1.4L II XSCAN2411660 £996 Canon EF-S 60mm ƒ/2.8 Macro XSCAN60621 £300 Canon EF 85mm ƒ/1.2L XSCAN8512119 £1,350 Canon EF 180mm ƒ/3.5L Macro XSCAN180MAC171 £810 Canon EF 8-15mm ƒ/4L Fisheye XSCAN815387 £870 Canon EF 16-35mm ƒ/2.8L II XRCAN163511753 £690 Canon EF 16-35mm ƒ/2.8L II XRCAN163511097 £840 Canon EF 16-35mm ƒ/2.8L II XSCAN1635804 £720 Canon EF-S 17-85mm ƒ/4.5-5.6 IS XSCAN1785686 £102 Canon EF 17-40mm ƒ/4L XSCAN1740202 £390 Canon EF 17-40mm ƒ/4L XSCAN1740709 £420 Canon EF 24-70mm ƒ/2.8L II XSCAN247011202 £1,080 Canon EF 28-300mm ƒ/3.5-5.6L IS XSCAN28300765 £1,350 Canon EF 70-200mm ƒ/2.8L IS II -
Spatial Frequency Response of Color Image Sensors: Bayer Color Filters and Foveon X3 Paul M
Spatial Frequency Response of Color Image Sensors: Bayer Color Filters and Foveon X3 Paul M. Hubel, John Liu and Rudolph J. Guttosch Foveon, Inc. Santa Clara, California Abstract Bayer Background We compared the Spatial Frequency Response (SFR) The Bayer pattern, also known as a Color Filter of image sensors that use the Bayer color filter Array (CFA) or a mosaic pattern, is made up of a pattern and Foveon X3 technology for color image repeating array of red, green, and blue filter material capture. Sensors for both consumer and professional deposited on top of each spatial location in the array cameras were tested. The results show that the SFR (figure 1). These tiny filters enable what is normally for Foveon X3 sensors is up to 2.4x better. In a black-and-white sensor to create color images. addition to the standard SFR method, we also applied the SFR method using a red/blue edge. In this case, R G R G the X3 SFR was 3–5x higher than that for Bayer filter G B G B pattern devices. R G R G G B G B Introduction In their native state, the image sensors used in digital Figure 1 Typical Bayer filter pattern showing the alternate sampling of red, green and blue pixels. image capture devices are black-and-white. To enable color capture, small color filters are placed on top of By using 2 green filtered pixels for every red or blue, each photodiode. The filter pattern most often used is 1 the Bayer pattern is designed to maximize perceived derived in some way from the Bayer pattern , a sharpness in the luminance channel, composed repeating array of red, green, and blue pixels that lie mostly of green information. -
Canon EOS-1D X Mark II Is We Hebben De Canon Uitvoerig Getest En Rasnelheid Beïnvloedt
Spiegelreflex Van 1735 lijnparen per beeldhoogte bij de laagste ISO-waarde tot 1507 lp/bh bij ISO 12.800 neemt de resolutie nauwelijks af. De Canon EOS-1D X randscherpte die de beeld- sensor levert is prima. Ook de detailnauwkeurigheid scoort goede waarden. Fijne details blijven tot in de hoge ISO-bereiken behouden. Mark II Afhankelijk van het onder- werp valt fijne ruis in de 100-procentsweergave pas Groot, zwaar, duur – dat zijn de minder florissante eigenschappen van vanaf ISO 6400 te ontdek- ken. Canons nieuwe vlaggenschip, maar vanaf je eerste tik op de ontspanknop ben je die vergeten. Door Fred van Lierop e kersverse Canon EOS-1D X Mark II is We hebben de Canon uitvoerig getest en rasnelheid beïnvloedt. Voor een camera die ISO 100 ISO 1600 ISO 6400 ISO 12.800 ISO 25.600 ISO 51.200 ISO 204.800 ISO 409.600 een snelheidsmonster. Hij fotografeert dat hebben we geweten: een middagje foto’s 6400 euro moet kosten, zou dat toch zonde Dmet wel zestien foto’s per seconde bij schieten resulteerde in een verzameling van zijn. Vooral sportfotografen zijn daarom op eenmalig scherpstellen of met veertien foto’s 1379 opnamen, die we vervolgens in Adobe dure CFast-kaarten aangewezen, bij continue autofocus. Geen enkele andere Lightroom stuk voor stuk mochten sorteren. spiegelreflex is zo snel – zelfs de Nikon D5, Snelheid heeft dus ook een keerzijde. Daar Ultra-HD-video een paar maanden geleden nog snelheids- malen we echter niet om, want wie een- Ook professionele filmers moeten door de recordhouder en nog altijd de nummer maal het snelle geratel van de per opname zure appel heen bijten en een CFast-geheu- één uit onze toplijst, moet zich op dit punt omhoogklappende spiegel heeft ervaren, genkaart aanschaffen die praktisch net zo gewonnen geven. -
Cameras • Video Camera
Outline • Pinhole camera •Film camera • Digital camera Cameras • Video camera Digital Visual Effects, Spring 2007 Yung-Yu Chuang 2007/3/6 with slides by Fredo Durand, Brian Curless, Steve Seitz and Alexei Efros Camera trial #1 Pinhole camera pinhole camera scene film scene barrier film Add a barrier to block off most of the rays. • It reduces blurring Put a piece of film in front of an object. • The pinhole is known as the aperture • The image is inverted Shrinking the aperture Shrinking the aperture Why not making the aperture as small as possible? • Less light gets through • Diffraction effect High-end commercial pinhole cameras Adding a lens “circle of confusion” scene lens film A lens focuses light onto the film $200~$700 • There is a specific distance at which objects are “in focus” • other points project to a “circle of confusion” in the image Lenses Exposure = aperture + shutter speed F Thin lens equation: • Aperture of diameter D restricts the range of rays (aperture may be on either side of the lens) • Any object point satisfying this equation is in focus • Shutter speed is the amount of time that light is • Thin lens applet: allowed to pass through the aperture http://www.phy.ntnu.edu.tw/java/Lens/lens_e.html Exposure Effects of shutter speeds • Two main parameters: • Slower shutter speed => more light, but more motion blur – Aperture (in f stop) – Shutter speed (in fraction of a second) • Faster shutter speed freezes motion Aperture Depth of field • Aperture is the diameter of the lens opening, usually specified by f-stop, f/D, a fraction of the focal length. -
Page 1/4 Fixation 2Nd Hand SKU Brand Actuations Retail Inc VAT
Page 1/4 Fixation 2nd Hand 15th July 2020 SKU Brand Actuations Retail inc VAT SALES PRICE inc VAT Atomos XHATSHOGUN2 # Used Atomos Shogun 4K Monitor £300 £255 Black Magic XHBMD4K # Used Black Magic Dig Production 4K EF £999 £840 Canon XSCAN85562 # Used Canon 85mm f1.2 L II £1,195 XSCANBGE11006 # Used Canon BG-E11 Grip £72 £65 XSCANBGE11838 # Used Canon BG-E11 Grip £40 £36 XSCANBGE20246 # Used Canon BG-E20 Grip £144 £130 XSCAN100400843 # Used Canon EF 100-400mm f4.5-5.6 IS £570 XSCAN300778 # Used Canon EF 300mm f4 L IS USM £360 £325 XSCAN400878 # Used Canon EF 400mm f2.8 IS £2,500 £2,250 XSCAN400092 # Used Canon EF 400mm f2.8 MKII £5,538 £5,064 XSCAN500232 # Used Canon EF 500mm f4 IS L £2,298 £2,098 XSCAN1DX272 # Used Canon EOS 1 DX Body 9,366 £1,200 £1,150 XSCAN1DX180 # Used Canon Eos 1DX Body 126,000 £1,158 £999 XSCAN1DX490 # Used Canon EOS 1DX Body 137,000 £1,890 XSCAN1DX960 # Used Canon EOS 1DX Body 298,912 £999 £900 XSCAN1DX958 # Used Canon EOS 1DX Body 305,333 £999 £900 XSCAN1DX547 # Used Canon EOS 1DX Body 335,437 £999 £900 XSCAN1DXII949 # Used Canon Eos 1DX II Body £2,280 XSCAN1DXII681 # Used Canon EOS 1DX II Body 35,819 £2,898 XSCAN1DXII444 # Used Canon Eos 1DX II Body New Shutter £2,400 XSCAN1DXII446 # Used Canon Eos 1DX II Body New Shutter £2,400 XSCAN1DXIII156 # Used Canon EOS 1DX MK II Body 157,033 £2,640 £2,400 XSCAN1DXMKI257 # Used Canon EOS 1DX MKI Body 214,635 £1,500 XSCANLCE4/10 # Used Canon LCE4 £120 XSCANLCE4N/10 # Used Canon LCE4N £120 XSCANLEG662 # Used Canon LEGRIA HF G40 Camcorder £498 £420 XSCANLPE19SR # Used Canon -
Evaluation of the Foveon X3 Sensor for Astronomy
Evaluation of the Foveon X3 sensor for astronomy Anna-Lea Lesage, Matthias Schwarz [email protected], Hamburger Sternwarte October 2009 Abstract Foveon X3 is a new type of CMOS colour sensor. We present here an evaluation of this sensor for the detection of transit planets. Firstly, we determined the gain , the dark current and the read out noise of each layer. Then the sensor was used for observations of Tau Bootes. Finally half of the transit of HD 189733 b could be observed. 1 Introduction The detection of exo-planet with the transit method relies on the observation of a diminution of the ux of the host star during the passage of the planet. This is visualised in time as a small dip in the light curve of the star. This dip represents usually a decrease of 1% to 3% of the magnitude of the star. Its detection is highly dependent of the stability of the detector, providing a constant ux for the star. However ground based observations are limited by the inuence of the atmosphere. The latter induces two eects : seeing which blurs the image of the star, and scintillation producing variation of the apparent magnitude of the star. The seeing can be corrected through the utilisation of an adaptive optic. Yet the eect of scintillation have to be corrected by the observation of reference stars during the observation time. The perturbation induced by the atmosphere are mostly wavelength independent. Thus, record- ing two identical images but at dierent wavelengths permit an identication of the wavelength independent eects. -
Nikon D810 Setup Guide Nikon D810 Setup Guide
Nikon D810 Setup Guide Nikon D810 Setup Guide For Nature, Landscape and Travel Photography For Portrait and Wedding Photography External Controls Custom Setting Menus External Controls Custom Setting Menus Exposure Mode Aperture Priority Custom settings bank A Exposure Mode Aperture Priority Custom settings bank B Metering Mode 3D Matrix Metering a1 AF-C priority select Release Metering Mode 3D Matrix Metering a1 AF-C priority select Release Bracketing Off (unless HDR photography) a2 AF-S priority select Focus Bracketing Off (unless HDR photography) a2 AF-S priority select Focus Shooting Mode CH (Continuous High) a3 Focus track lock-on OFF Shooting Mode CH (Continuous High) a3 Focus track lock-on OFF WB Variable, dep. on situation a4 AF Activation ON WB Variable, dep. on situation a4 AF Activation ON ISO 64 - 6400 dep. on situation a5 Focus point illumination ON, ON, Squares ISO 100 - 6400 dep. on situation a5 Focus point illumination ON, ON, Squares QUAL RAW a6 AF point illumination ON QUAL JPEG or RAW dep. on situation a6 AF point illumination ON Autofocus Mode AF-S or AF-C dynamic 21-points a7 Focus point wrap ON Autofocus Mode AF-S or AF-C dynamic 21-points a7 Focus point wrap ON a8 Number of focus points 51 a8 Number of focus points 51 Shooting Menu a9 Store by orientation ON Shooting Menu a9 Store by orientation ON Shooting Menu Bank A a10 Built-in AF assist illum OFF Shooting Menu Bank B a10 Built-in AF assist illum OFF Extended menu banks ON a11 Limit AF-area mode All checked Extended menu banks ON a11 Limit AF-area mode All checked Storage folder Default a12 Autofocus mode restr. -
ELEC 7450 - Digital Image Processing Image Acquisition
I indirect imaging techniques, e.g., MRI (Fourier), CT (Backprojection) I physical quantities other than intensities are measured I computation leads to 2-D map displayed as intensity Image acquisition Digital images are acquired by I direct digital acquisition (digital still/video cameras), or I scanning material acquired as analog signals (slides, photographs, etc.). I In both cases, the digital sensing element is one of the following: Line array Area array Single sensor Stanley J. Reeves ELEC 7450 - Digital Image Processing Image acquisition Digital images are acquired by I direct digital acquisition (digital still/video cameras), or I scanning material acquired as analog signals (slides, photographs, etc.). I In both cases, the digital sensing element is one of the following: Line array Area array Single sensor I indirect imaging techniques, e.g., MRI (Fourier), CT (Backprojection) I physical quantities other than intensities are measured I computation leads to 2-D map displayed as intensity Stanley J. Reeves ELEC 7450 - Digital Image Processing Single sensor acquisition Stanley J. Reeves ELEC 7450 - Digital Image Processing Linear array acquisition Stanley J. Reeves ELEC 7450 - Digital Image Processing Two types of quantization: I spatial: limited number of pixels I gray-level: limited number of bits to represent intensity at a pixel Array sensor acquisition I Irradiance incident at each photo-site is integrated over time I Resulting array of intensities is moved out of sensor array and into a buffer I Quantized intensities are stored as a grayscale image Stanley J. Reeves ELEC 7450 - Digital Image Processing Array sensor acquisition I Irradiance incident at each photo-site is integrated over time I Resulting array of intensities is moved out of sensor array and into a buffer I Quantized Two types of quantization: intensities are stored as a I spatial: limited number of pixels grayscale image I gray-level: limited number of bits to represent intensity at a pixel Stanley J. -
Comparison of Color Demosaicing Methods Olivier Losson, Ludovic Macaire, Yanqin Yang
Comparison of color demosaicing methods Olivier Losson, Ludovic Macaire, Yanqin Yang To cite this version: Olivier Losson, Ludovic Macaire, Yanqin Yang. Comparison of color demosaicing methods. Advances in Imaging and Electron Physics, Elsevier, 2010, 162, pp.173-265. 10.1016/S1076-5670(10)62005-8. hal-00683233 HAL Id: hal-00683233 https://hal.archives-ouvertes.fr/hal-00683233 Submitted on 28 Mar 2012 HAL is a multi-disciplinary open access L’archive ouverte pluridisciplinaire HAL, est archive for the deposit and dissemination of sci- destinée au dépôt et à la diffusion de documents entific research documents, whether they are pub- scientifiques de niveau recherche, publiés ou non, lished or not. The documents may come from émanant des établissements d’enseignement et de teaching and research institutions in France or recherche français ou étrangers, des laboratoires abroad, or from public or private research centers. publics ou privés. Comparison of color demosaicing methods a, a a O. Losson ∗, L. Macaire , Y. Yang a Laboratoire LAGIS UMR CNRS 8146 – Bâtiment P2 Université Lille1 – Sciences et Technologies, 59655 Villeneuve d’Ascq Cedex, France Keywords: Demosaicing, Color image, Quality evaluation, Comparison criteria 1. Introduction Today, the majority of color cameras are equipped with a single CCD (Charge- Coupled Device) sensor. The surface of such a sensor is covered by a color filter array (CFA), which consists in a mosaic of spectrally selective filters, so that each CCD ele- ment samples only one of the three color components Red (R), Green (G) or Blue (B). The Bayer CFA is the most widely used one to provide the CFA image where each pixel is characterized by only one single color component. -
MUSHROOMS from the PETÉN JUNGLE Vol
MUSHROOMS FROM THE PETÉN JUNGLE vol. 1 Yaxha, Petén, Guatemala DR. NICHOLAS HELLMUTH MUSHROOMS FROM PETEN JUNGLE October 2018 MAIN AUTHOR Nicholas Hellmuth FLAAR (USA) FLAAR Mesoamérica (Guatemala) SCIENTIFIC DATA Elena Siekavizza COVER PHOTOGRAPH Nicholas Hellmuth INTERNAL PHOTOGRAPH Nicholas Hellmuth Alejandra Gutierrez ART DIRECTION Andrea Sánchez COVER PHOTOGRAPH: Sarcoscypha occidentalis This report was made in coorperation with the Canon EOS-1D X Mark II, Canon MP-E 65MM F/2.8 1-5X MACRO, Yaxha-Nakum-Naranjo National Park to help Velocidad 1/80, apertura F 8, ISO 640, Location: National Park Yaxha Nakum Naranjo, Peten. Brecha Ana Bella, Grupo Maler. promove the park, its natural resources and Photography by: Nicholas Hellmuth, FLAAR atrackt future visitors. Mesoamérica. INDEX PHOTOGRAPH: Cookeina tricholoma NIKON D810 Ver.1.02, Lens Nikon AF-S Micro 60mm F2.8 G, USM. Velocidad 1/60, apertura F 11, ISO 640, Location: National Park Yaxha Nakum Naranjo, Peten. Photogra- phy by: Nicholas Hellmuth, FLAAR Mesoamérica. FLAAR Mesoamérica (Foundation for Latin American Anthropological Research), is a nonprofit Guatemalan institution founded under the direction and enthusiasm of biologist M. Sc. Edgar E. Sacayón and Dr. Nicholas Hellmuth, who is interested in flora y fauna of Guatemala for many decades, with the aim of wanting to see our country to be recognized throughout the world for its landscapes, culture and natural resources. We believe knowledge and ancestral wisdom of natural resources can be taken to any kind of person through education. At the same time, it will awake admiration and desire in people who follow our work to preserve these resources. -
Computer Vision, CS766
Announcement • A total of 5 (five) late days are allowed for projects. • Office hours – Me: 3:50-4:50pm Thursday (or by appointment) – Jake: 12:30-1:30PM Monday and Wednesday Image Formation Digital Camera Film Alexei Efros’ slide The Eye Image Formation • Let’s design a camera – Idea 1: put a piece of film in front of an object – Do we get a reasonable image? Steve Seitz’s slide Pinhole Camera • Add a barrier to block off most of the rays – This reduces blurring – The opening known as the aperture – How does this transform the image? Steve Seitz’s slide Camera Obscura • The first camera – 5th B.C. Aristotle, Mozi (Chinese: 墨子) – How does the aperture size affect the image? http://en.wikipedia.org/wiki/Pinhole_camera Shrinking the aperture • Why not make the aperture as small as possible? – Less light gets through – Diffraction effects... Shrinking the aperture Shrinking the aperture Sharpest image is obtained when: d 2 f d is diameter, f is distance from hole to film λ is the wavelength of light, all given in metres. Example: If f = 50mm, λ = 600nm (red), d = 0.36mm Srinivasa Narasimhan’s slide Pinhole cameras are popular Jerry Vincent's Pinhole Camera Impressive Images Jerry Vincent's Pinhole Photos What’s wrong with Pinhole Cameras? • Low incoming light => Long exposure time => Tripod KODAK Film or Paper Bright Sun Cloudy Bright TRI-X Pan 1 or 2 seconds 4 to 8 seconds T-MAX 100 Film 2 to 4 seconds 8 to 16 seconds KODABROMIDE Paper, F2 2 minutes 8 minutes http://www.kodak.com/global/en/consumer/education/lessonPlans/pinholeCamera/pinholeCanBox.shtml What’s wrong with Pinhole Cameras People are ghosted What’s wrong with Pinhole Cameras People become ghosts! Pinhole Camera Recap • Pinhole size (aperture) must be “very small” to obtain a clear image.