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Use of digital image processing to process images obtained from a microscope
Microscope image processing is a broad term that covers the use of digital image processing techniques to process, analyze and present images obtained
Microscope_image_processing
Type of microscope with electrons as a source of illumination
lenses of an optical light microscope to control the electron beam, for instance focusing it to produce magnified images or electron diffraction patterns
Electron_microscope
Scientific instrument for observing small objects
observable image. Other major types of microscopes are the fluorescence microscope, electron microscope (both the transmission electron microscope and the
Microscope
spatio-temporal image data Fiji – imageJ-based image processing Gwyddion – scanning probe microscopy data visualization and processing Ilastik – image-classification
List of free and open-source software packages
List_of_free_and_open-source_software_packages
American electrical engineer
(1979) ISBN 0-13-212365-7, Digital Image Processing (1996) ISBN 0-13-211467-4 and a co-editor of Microscope Image Processing (2008) ISBN 978-0-12-372578-3
Ken_Castleman
Java-based image processing program
ImageJ is a Java-based image processing program developed at the National Institutes of Health and the Laboratory for Optical and Computational Instrumentation
ImageJ
Optical imaging technique
confocal imaging was patented in 1957 by Marvin Minsky and aims to overcome some limitations of traditional wide-field fluorescence microscopes. In a conventional
Confocal_microscopy
Microscope that outputs a digital image
A digital microscope is a variation of a traditional optical microscope that uses optics and a digital camera to output an image to a monitor, sometimes
Digital_microscope
Response of an optical system to a point source of light
properties of the system. This imaging process is usually formulated by a convolution equation. In microscope image processing and astronomy, knowing the PSF
Point_spread_function
Image analysis and data processing software
algorithms merely provide descriptions of input and output. Microscope image processing Image processing List of free and open-source software packages Endrov
Endrov
Microscope that uses visible light
system of lenses to generate magnified images of small objects. Optical microscopes are the oldest type of microscope, with the present compound form first
Optical_microscope
Optical microscope that uses fluorescence and phosphorescence
fluorescence microscope is any microscope that uses fluorescence to generate an image, whether it is a simple setup like an epifluorescence microscope or a more
Fluorescence_microscope
Imaging and diffraction using electrons that pass through samples
detector. Transmission electron microscopes are capable of imaging at a significantly higher resolution than light microscopes, owing to the smaller de Broglie
Transmission electron microscopy
Transmission_electron_microscopy
Variant of an optical microscope
The stereo, stereoscopic, operation, or dissecting microscope is an optical microscope variant designed for low magnification observation of a sample
Stereo_microscope
Type of microscope
optical image for capture by the CCD array. Electron microscope ISIS neutron and muon source LARMOR neutron microscope Microscope image processing X-ray
Neutron_microscope
Type of electron microscope
A scanning electron microscope (SEM) is a type of electron microscope that produces images of a sample by scanning the surface with a focused beam of electrons
Scanning_electron_microscope
Topics referred to by the same term
containing microscope or microscopes All pages with titles beginning with microscop Timeline of microscope technology Microscope image processing Virtual
Microscope_(disambiguation)
Process for producing pictures with a microscope
micrograph is an image, captured photographically or digitally, taken through a microscope or similar device to show a magnified image of an object. This
Micrograph
Representation or reproduction of an object's form
light. Electron microscopes can image individual atoms, enabling advances in materials science and structural biology. Chemical imaging combines spectroscopy
Imaging
Imaging Instrument
A scanning tunneling microscope (STM) is a type of scanning probe microscope used for imaging surfaces at the atomic level. Its development in 1981 earned
Scanning_tunneling_microscope
Thin, flat piece of glass onto which a sample is placed to be examined under a microscope
cell counting. Microscope image of a Neubauer slide's graticule being used to count cells. A Neubauer slide held in place on a microscope stand by a slide
Microscope_slide
Viewing of objects which are too small to be seen with the naked eye
Microscopy is the technical field of using microscopes to view subjects too small to be seen with the naked eye (objects that are not within the resolution
Microscopy
Optical system with resolution performance at the instrument's theoretical limit
In optics, any optical instrument or system—a microscope, telescope, or camera—has a principal limit to its resolution due to the physics of diffraction
Diffraction-limited_system
Scanning microscopy using thin samples and transmitted electrons
or [ɛsti:i:ɛm]. As with a conventional transmission electron microscope (CTEM), images are formed by electrons passing through a sufficiently thin specimen
Scanning transmission electron microscopy
Scanning_transmission_electron_microscopy
Art and practice of creating images by recording light
processed and stored in a digital image file for subsequent display or processing. The result with photographic emulsion is an invisible latent image
Photography
Type of very-high-resolution microscopy
the atomic force microscope does not use the nuclear force. The AFM has three major abilities: force measurement, topographic imaging, and manipulation
Atomic_force_microscopy
Using helium atoms to image solid surfaces
The scanning helium microscope (SHeM) is a form of microscopy that uses low-energy (5–100 meV) neutral helium atoms to image the surface of a sample without
Scanning_helium_microscopy
Reconstruction of a filtered signal
inverse of convolution. Both operations are used in signal processing and image processing. For example, it may be possible to recover the original signal
Deconvolution
systems), now become ImageJ. Microscope image processing FAQ "Q: Is Image SXM public domain? Is it freeware? Is it shareware? A: Image SXM is a version of
Image_SXM
Type of electron microscopy
to several positions for photocathode formation, processing and observation. These electron microscopes were used for only a brief period of time, but the
Photoemission electron microscopy
Photoemission_electron_microscopy
Process of enlarging the apparent size of something
glass, microscope, telescope, etc.), printing techniques, or digital processing (digital magnification). In all cases, the magnification of the image does
Magnification
an optical microscope – usually a fluorescence microscope – with an electron microscope. In an integrated CLEM system, the sample is imaged using an electron
Correlative light-electron microscopy
Correlative_light-electron_microscopy
Type of microscope invented by Erwin Wilhelm Müller
The field-ion microscope (FIM) was invented by Müller in 1951. It is a type of microscope that can be used to image the arrangement of atoms at the surface
Field_ion_microscope
Laser microscope used for Raman spectroscopy
The Raman microscope is a laser-based microscopic device used to perform Raman spectroscopy. The term MOLE (molecular optics laser examiner) is used to
Raman_microscope
Czech scientific-instrument manufacturer
scanning electron microscope systems, a scanning transmission electron microscope, X-ray micro-computed-tomography systems and laser-processing systems. These
Tescan
Microscopic examination of tissue to study and diagnose disease
increasingly used to capture histopathological images. The histological slides are examined under a microscope by a pathologist, a medically qualified specialist
Histopathology
Device using focused sound to evaluate an object
A scanning acoustic microscope (SAM) is a device which uses focused sound to investigate, measure, or image an object (a process called scanning acoustic
Scanning_acoustic_microscope
Method of digital signal processing
signal processing used to determine crystallographic quantities such as d-spacing or strain from high-resolution transmission electron microscope images. The
Geometric_phase_analysis
Optical device that projects an image or moving images onto a surface
Use of an Opake Solar Microscope. Archived from the original on 2017-08-01. Focal encyclopedia of photography : digital imaging, theory and applications
Projector
Scientific instrument using light waves for image viewing
periscopes, microscopes, telescopes, and cameras. The first optical instruments were telescopes used for magnification of distant images, and microscopes used
Optical_instrument
Any technique to improve resolution of an imaging system beyond conventional limits
standard periodogram algorithm. Super-resolution imaging techniques are used in general image processing and in super-resolution microscopy. Several concepts
Super-resolution_imaging
Form of error in digital signals; spurious signals near sharp transitions
signal processing, ringing artifacts are artifacts that appear as spurious signals near sharp transitions in a signal. In digital image processing, they
Ringing_artifacts
Processes of altering images
super-resolution image construction. For example, deep convolutional networks were used to generate a 1500x scanning electron microscope image from a 20x microscopic
Image_editing
Optical microscopy technique
edges though not providing a topographically accurate image. 1. Unpolarised light enters the microscope and is polarised at 45°. Polarised light is required
Differential interference contrast microscopy
Differential_interference_contrast_microscopy
applications. In a fluorescence microscope, resolution in the z-direction is bad as it is. More advanced image processing techniques must be applied to
Image restoration by artificial intelligence
Image_restoration_by_artificial_intelligence
Characteristic of an optical system
as a camera, microscope, human eye, or projector is a scale-dependent description of their imaging contrast. Its magnitude is the image contrast of the
Optical_transfer_function
Microscopy technique
the above, the primary method for imaging particle analysis is using optical microscopy. While optical microscopes have been around and used for particle
Imaging_particle_analysis
Combining multiple photographic images with overlapping fields of view
Image stitching or photo stitching is the process of combining multiple photographic images with overlapping fields of view to produce a segmented panorama
Image_stitching
Study of metals using microscopy
maximizing image contrast. A microscope with excellent resolution may not be able to image a structure, that is there is no visibility, if image contrast
Metallography
Device
that resembles a scanning electron microscope (SEM). However, while the SEM uses a focused beam of electrons to image the sample in the chamber, a FIB setup
Focused_ion_beam
1665 book by Robert Hooke
book to include illustrations of insects and plants as seen through microscopes. Published in January 1665, the first major publication of the Royal
Micrographia
Study of the microscopic anatomy of cells and tissues of plants and animals
to gross anatomy, which looks at larger structures visible without a microscope. Historically, microscopic anatomy was divided into organology, the study
Histology
Set of digital image capture and processing techniques
photography refers to digital image capture and processing techniques that use digital computation instead of optical processes. Computational photography
Computational_photography
Measurement technique
magnification of the image on the CCD does not depend on the distance between tube lens and objective lens if the microscope images the object at infinity
White_light_interferometry
Quantitative phase microscope
and calculates a viewable image of the object wave front by using a numerical reconstruction algorithm. Commonly, a microscope objective is used to collect
Digital holographic microscopy
Digital_holographic_microscopy
Type of microscope that uses X-rays
An X-ray microscope uses electromagnetic radiation in the X-ray band to produce magnified images of objects. Since X-rays penetrate most objects, there
X-ray_microscope
Fluorescence imaging technique
raster pattern to generate images, and both have an optical sectioning effect. Unlike confocal microscopes, multiphoton microscopes do not contain pinhole
Two-photon excitation microscopy
Two-photon_excitation_microscopy
are used for acquiring the digital images. Coupled with advanced widefield microscopes and various algorithms for image restoration, this approach can provide
Automated tissue image analysis
Automated_tissue_image_analysis
Objects too small to be seen unaided
finely threaded rod. Compound light microscopes have a short focal length objective lens which produces a real image which is examined using a longer focal
Microscopic_scale
Scanning electron microscope with a gaseous environment in the specimen chamber
conventional and scanning transmission types of electron microscopes. However, the first images of wet specimens in an SEM were reported by Lane in 1970
Environmental scanning electron microscope
Environmental_scanning_electron_microscope
Analytical technique used in materials science
an image on the detector based on the difference in work function of the various crystallographic planes on the surface. A field-emission microscope consists
Field-emission_microscopy
Branch of microscopy
images of surfaces using a physical probe that scans the specimen. SPM was founded in 1981, with the invention of the scanning tunneling microscope,
Scanning_probe_microscopy
Device that optically scans images, printed text
or the scanned image file can be processed with a separate OCR program. Document processing requirements differ from those of image scanning. These requirements
Image_scanner
Magnified visualization through ultrasound
frequency ultrasound. Acoustic microscopes operate non-destructively and penetrate most solid materials to make visible images of internal features, including
Acoustic_microscopy
Using wave optics to reproduce a three-dimensional light field
holography in 1948 while he was looking for a way to improve image resolution in electron microscopes. Gabor's work was built on pioneering work in the field
Holography
Type of camera that can also capture the direction of travel of light rays
camera main lens. The image sensor is positioned slightly behind the microlenses. Using such images, the displacement of image parts that are not in focus
Light_field_camera
Imaging of focal planes within a thick sample
Optical sectioning is the process by which a suitably designed microscope can produce clear images of focal planes deep within a thick sample. This is
Optical_sectioning
Type of non-invasive imaging technique
microscopy. A different array of microscope techniques can be employed to change the visualization and contrast of an image. Each method comes with pros and
Fluorescence_imaging
Product line of toy electronic devices
the image. The Vision CPiA (VV0670P001) is interfaced to a CIF CCD sensor, sampled at a resolution of 320x240 pixels. The QX5 Computer Microscope is a
Intel_Play
from high-resolution electron microscopy (HREM) images obtained in a transmission electron microscope (TEM) that is run in the parallel illumination mode
Crystallographic image processing
Crystallographic_image_processing
Permanent data storage device
accessed with a microscope. To record information on HD-Rosetta, special formatting and tools must be used during the writing process. First, information
HD-Rosetta
Ability of any image-forming device to distinguish small details of an object
resolution describes the ability of any image-forming device such as an optical or radio telescope, a microscope, a camera, or an eye, to distinguish small
Angular_resolution
Visual illusion of 3D scene
two-dimensional (2D) image that can create the optical illusion of a three-dimensional (3D) scene. Autostereograms use only one image to accomplish the effect
Autostereogram
Microscope observing a thin depth of a cell
A total internal reflection fluorescence microscope (TIRFM) is a type of microscope with which a thin region of a specimen, usually less than 200 nanometers
Total internal reflection fluorescence microscope
Total_internal_reflection_fluorescence_microscope
Series of techniques in optical microscopy
conversion into image-forming propagating light. Easy insertion of the sample surface into the evanescent field at the distal end of the microscope is provided
Super-resolution_microscopy
Image distortion caused by projection
tilt–shift photography or in post-processing using modern image editing software. The distortion suffered by the image depends on the angle of the projector
Keystone_effect
Photon emission under the impact of an electron beam
cathodoluminescence (CL) microscope combines a regular (light optical) microscope with a cathode-ray tube. It is designed to image the luminescence characteristics
Cathodoluminescence
Measurement of number and characteristics of cells
Successively the manual task of counting, using a microscope, is taken over by small automated image cytometers.[citation needed] In 1904, Moritz von Rohr
Cytometry
Method of analyzing transmission electron microscopy imagery
particle analysis is a group of related computerized image processing techniques used to analyze images from transmission electron microscopy (TEM). These
Single_particle_analysis
Printing process
to the image that is produced by this process. Where continuous-tone imagery contains an infinite range of colors or greys, the halftone process reduces
Halftone
Method of imaging magnetic fields at microscopic scales
area. The microscope can map out buried current-carrying wires by measuring the magnetic fields produced by the currents, or can be used to image fields
Scanning_SQUID_microscopy
Study of plants used by people in ancient times
either be observed with the naked eye or with the use of a low-powered microscope. Microbotanical remains consist of microscopic parts or components of
Paleoethnobotany
Optical device for recording images
camera is an instrument used to capture and store images and videos, either digitally via an electronic image sensor, or chemically via a light-sensitive material
Camera
An X-ray microscope uses electromagnetic radiation in the soft X-ray band to produce images of very small objects. Unlike visible light, X-rays do not
Soft_X-ray_microscopy
Method of representing images in 3D
image processing computer program to simulate the effect of using color filters, using as a source image a pair of either color or monochrome images. This
Anaglyph_3D
heterogeneous image and related metadata. Automated microscopes are able to collect large numbers of images with minimal intervention. This has led to a data
Bioimage_informatics
Devices using beams of free electrons
bulk crops. An electron microscope uses a controlled beam of electrons to illuminate a specimen and produce a magnified image. Two common types are the
Electron-beam_technology
Method to measure velocities in fluid
multiple images. Some of the applications use real time image processing methods, such as FPGA based on-the-fly image compression or image processing. More
Particle_image_velocimetry
Photography with a digital camera
ready for further digital processing, viewing, electronic publishing, or digital printing. It is a form of digital imaging based on gathering visible
Digital_photography
Indirectly forming images from measurements using algorithms
conventional camera or microscope, the hardware usually forms a directly recognizable image on a detector. In computational imaging, the detector may instead
Computational_imaging
Art and practice of creating images by recording light
Electron microscope False-color High-speed photography Holography Kirlian photography Photogrammetry Photomicrography Multispectral imaging Ultraviolet
Outline_of_photography
Type of microscopy
microscopy. Microscope image sequences are recorded and then viewed at a greater speed to give an accelerated view of the microscopic process. Before the
Time-lapse_microscopy
Knife-Edge Scanning Microscope (KESM) was invented and patented in the late 1990s by Bruce McCormick at Texas A&M University. The microscope is intended to
Knife-edge scanning microscope
Knife-edge_scanning_microscope
Type of lens attached to a variety of optical devices such as telescopes and microscopes
that is attached to a variety of optical devices such as telescopes and microscopes. It is named because it is usually the lens that is closest to the eye
Eyepiece
fibres of leaves and the wings of insects". He also found that solar microscope images of small objects were easily captured on prepared paper. Davy, apparently
History_of_photography
Type of transmissive optical device
super-resolution imaging and go beyond the diffraction limit. The diffraction limit is a feature of conventional lenses and microscopes that limits the
Superlens
Computing algorithm
Fluorescence Process (SFP) is a computing algorithm used for scientific visualization of 3D data from, for example, fluorescence microscopes. By modeling
Simulated fluorescence process algorithm
Simulated_fluorescence_process_algorithm
Randomly determined process
stochastic process is also referred to as a random process. Stochasticity is used in many different fields, including actuarial science, image processing, signal
Stochastic
measured and imaged. Various types of microscopy use quantum principles. The first microscope to do so was the scanning tunneling microscope, which paved
Quantum_microscopy
Early photographic technique
available photographic process, widely used from the 1830s to 1850s. "Daguerreotype" also refers to an image created through this process. Invented by Louis
Daguerreotype
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