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Type of halftoning
Error diffusion is a type of halftoning in which the quantization residual is distributed to neighboring pixels that have not yet been processed. Its
Error_diffusion
Noise that reduces quantization error
algorithm is that it minimizes visual artifacts through an error-diffusion process; error-diffusion algorithms typically produce images that more closely represent
Dither
Replacing a number with a simpler value
control of the frequency statistics of quantization. Error diffusion tries to ensure the error, on average, is minimized. When dealing with a gentle
Rounding
Technique for the generative modeling of a continuous probability distribution
In machine learning, diffusion models, also known as diffusion-based generative models or score-based generative models, are a class of latent variable
Diffusion_model
Image dithering algorithm
to jitter than error-diffusion methods, making it suitable for animations. Because the patterns are more repetitive than error-diffusion method, an image
Ordered_dithering
Mathematical descriptions of molecular diffusion
Fick's laws of diffusion describe diffusion and were first posited by Adolf Fick in 1855 on the basis of largely experimental results. They can be used
Fick's_laws_of_diffusion
American computer scientist (1936–2001)
concept of error diffusion for rendering images, also called Floyd–Steinberg dithering (though he distinguished dithering from diffusion). He pioneered
Robert_W._Floyd
Printing process
which can be mostly classified into the categories ordered dithering, error diffusion, and optimization-based methods. It is important to choose a proper
Halftone
Sigmoid shape special function
In mathematics, the error function (also called the Gauss error function), often denoted by e r f {\displaystyle \mathbf {erf} } , is the function erf
Error_function
Topics referred to by the same term
Lexical diffusion of sound changes across a language Diffusion (cryptography), the spreading of influence of bits in a cipher Error diffusion in image
Diffusion_(disambiguation)
Transport of dissolved species from the highest to the lowest concentration region
Diffusion is the net movement of anything (for example, atoms, ions, molecules, energy) generally from a region of higher concentration to a region of
Diffusion
Image dithering algorithm by Bill Atkinson
The algorithm achieves dithering using error diffusion, meaning it pushes (adds) the residual quantization error of a pixel onto its neighboring pixels
Atkinson_dithering
Image dithering algorithm
The algorithm achieves dithering using error diffusion, meaning it pushes (adds) the residual quantization error of a pixel onto its neighboring pixels
Floyd–Steinberg_dithering
Practice of encoding color images
Kornelski's luma-weighted average, while the "spill" method resembles error diffusion. Improving chroma reconstruction remains an active field of research
Chroma_subsampling
In electrochemistry, region surrounding an electrode in solution
In electrochemistry, the diffusion layer, according to IUPAC, is defined as the "region in the vicinity of an electrode where the concentrations are different
Diffusion_layer
Sociopsychological phenomenon
Diffusion of responsibility is a sociopsychological phenomenon whereby a person is less likely to take responsibility for action or inaction when other
Diffusion_of_responsibility
Windows Bitmap image file format family
common 1 Error diffusion Halftoning parameter 1 (offset 64) is the percentage of error damping. 100 indicates no damping. 0 indicates that errors are not
BMP_file_format
American engineer, educator and researcher
tone-dependent error diffusion (TDED) halftoning algorithm. The TDED halftoning algorithm is developed via an off-line process in which the error diffusion weights
Jan_P._Allebach
Computer graphic effect
is moving too fast for the image sensor to capture a unitary image. Error diffusion: poorly-weighted kernel coefficients result in undesirable visual artifacts
Digital_artifact
Diffusion model over latent embedding space
The Latent Diffusion Model (LDM) is a diffusion model architecture developed by the CompVis (Computer Vision & Learning) group at LMU Munich. Introduced
Latent_diffusion_model
labeling: find and label disjoint regions Dithering and half-toning Error diffusion Floyd–Steinberg dithering Ordered dithering Riemersma dithering Elser
List_of_algorithms
Particle behavior in systems of length less than the mean free path
Knudsen diffusion, named after Martin Knudsen, is a means of diffusion that occurs when the scale length of a system is comparable to or smaller than the
Knudsen_diffusion
Set of chipsets
Newer (post-2004) chip generations have less noise than older ones. Error-diffusion artifacts caused by averaging a shade over different pixels, since
Digital_light_processing
French software developer (born 1978)
"Reinstating Floyd-Steinberg: Improved Metrics for Quality Assessment of Error Diffusion Algorithms". Proceedings of the 3rd International Conference on Image
Sam_Hocevar
Economic time series comparator
e_{t}} is the factor error. Diffusion indexes were originally designed to help identify business cycle turning points. A diffusion index of monthly employment
Dynamic_factor
Raster and vector graphics editor
colours (optimized/standard palette, nearest colour/ordered dither/error diffusion, boost marked colour, include Windows colours, reduce colour bleeding)
PaintShop_Pro
Mixing of fluids due to eddy currents
In fluid dynamics, eddy diffusion, eddy dispersion, or turbulent diffusion is a process by which fluid substances mix together due to eddy motion. These
Eddy_diffusion
Proportionality constant in some physical laws
diffusivity or diffusion coefficient is usually written as the proportionality constant between the molar flux due to molecular diffusion and the negative
Mass_diffusivity
Flaw in mathematical modelling
the developers of some generative deep learning models such as Stable Diffusion and GitHub Copilot being sued for copyright infringement because these
Overfitting
1962 sociology book by Everett Rogers
Diffusion of Innovations is a 1962 book by Everett Rogers. Rogers synthesized research from over 508 diffusion studies across the fields that initially
Diffusion_of_Innovations
Error in computational fluid dynamics
False diffusion is a type of error observed when the upwind scheme is used to approximate the convection term in convection–diffusion equations. The more
False_diffusion
Artifact in computational fluid dynamics
are based on numerical diffusion and can be decreased by mesh refining. False diffusion Numerical dispersion Numerical error Analysis of numerical dissipation
Numerical_diffusion
Optimization algorithm for artificial neural networks
cross-entropy (XC, log loss), while for regression it is usually squared error loss (SEL). L {\displaystyle L} : the number of layers W l = ( w j k l )
Backpropagation
Brand of photographic printing hardware
is a photographic continuous tone process rather than halftone or error diffusion which are common on offset press or ink-jet. The device natively supports
LightJet
Spreading of sound energy
Diffusion, in architectural acoustics, is the spreading of sound energy evenly in a given environment. A perfectly diffusive sound space is one in which
Diffusion_(acoustics)
Image noise reducing technique
In image processing and computer vision, anisotropic diffusion, also called Perona–Malik diffusion, is a technique aiming at reducing image noise without
Anisotropic_diffusion
and David Mould. Structure-preserving stippling by priority-based error diffusion. GI 2010 Manuela Waldner, Werner Puff, Alexander Lex, Marc Streit,
Graphics_Interface
Differential diffusion
being very insoluble in brass, eliminating any error due to the markers diffusing themselves. Diffusion was allowed to take place at 785 °C over the course
Kirkendall_effect
Type of error
meetings Reward group success Human error Human reliability Latent human error Halo Effect Pilot error Groupthink Diffusion of responsibility Cascading failure
Team_error
Random motion of particles suspended in a fluid
the probability distribution of a Brownian particle and the macroscopic diffusion equation. These predictive equations describing Brownian motion were subsequently
Brownian_motion
convection–diffusion equation describes the flow of heat, particles, or other physical quantities in situations where there is both diffusion and convection
Numerical solution of the convection–diffusion equation
Numerical_solution_of_the_convection–diffusion_equation
Property of a model
two sources of error that prevent supervised learning algorithms from generalizing beyond their training set: The bias error is an error from erroneous
Bias–variance_tradeoff
common approximation summarized here is the diffusion approximation. Overall, solutions to the diffusion equation for photon transport are more computationally
Radiative transfer equation and diffusion theory for photon transport in biological tissue
Radiative_transfer_equation_and_diffusion_theory_for_photon_transport_in_biological_tissue
Method of measuring prediction error
Out-of-bag (OOB) error, also called out-of-bag estimate, is a method of measuring the prediction error of random forests, boosted decision trees, and
Out-of-bag_error
Mathematical function
used for Gaussian blurs, and in mathematics to solve heat equations and diffusion equations and to define the Weierstrass transform. They are also abundantly
Gaussian_function
Motif of three hares in threefold rotational symmetry
The three hares (or three rabbits) is a circular motif appearing in sacred sites from China, the Middle East and the churches and synagogues of Europe
Three_hares
Automated message from an email system
bounce may contain a copy of the worm itself, it may contribute to its diffusion. Quoting again RFC 5321, section 6.2: "As discussed in Section 7.8 and
Bounce_message
Theory of sound changes in linguistics
Lexical diffusion is the hypothesis that a sound change is an abrupt change that spreads gradually across the words in a language to which it is applicable
Lexical_diffusion
Diffusion Monte Carlo (DMC) or diffusion quantum Monte Carlo is a quantum Monte Carlo method that uses a Green's function to calculate low-lying energies
Diffusion_Monte_Carlo
truncation error. It gives error when flow is not aligned with grid lines. Distribution of transported properties become marked giving diffusion-like appearance
Upwind differencing scheme for convection
Upwind_differencing_scheme_for_convection
Reconstructed ancestor of the Australian language family
Instead he argues forcefully that phonological, morphological, and lexical diffusion in Australia is so pervasive and the time depths involved are so vast
Proto-Australian_language
Structuring text as input to generative artificial intelligence
depth-first, or beam. In 2022, text-to-image models like DALL-E 2, Stable Diffusion, and Midjourney were released to the public. These models take text prompts
Prompt_engineering
Geological technique
concentration of the enriched area, Erfc is the complementary error function, D is the diffusion coefficient, and t is the time. A common finite difference
Diffusion_chronometry
Technique for the generative modeling of a discrete probability distribution
discrete diffusion models are a class of diffusion models, which themselves are a class of latent variable generative models. Each discrete diffusion model
Discrete_diffusion_model
called Diffusion Pressure Deficit. If some solute is dissolved in solvent, its diffusion pressure decreases. The difference between diffusion pressure
Suction_pressure
Stochastic process generalizing Brownian motion
be described. As such, it plays a vital role in stochastic calculus, diffusion processes and even potential theory. It is the driving process of Schramm–Loewner
Wiener_process
Structure of land ownership in the Channel Islands
From the Middle Ages, the Channel Islands were administered according to a feudal system. Alongside the parishes of Jersey and Guernsey, the fief provided
Feudalism in the Channel Islands
Feudalism_in_the_Channel_Islands
Organic compounds that influence the properties of biological fluids
Osmolytes are low-molecular-weight organic compounds that influence the properties of biological fluids. Osmolytes are a class of organic molecules that
Osmolyte
Nonlinear partial differential equation
u ) = m u m − 1 {\displaystyle D(u)=mu^{m-1}} may be interpreted as a diffusion coefficient and ∇ ⋅ ( ⋅ ) {\displaystyle \nabla \cdot (\cdot )} is the
Porous_medium_equation
Process of removing noise from a signal
similar to the heat equation, which is called anisotropic diffusion. With a spatially constant diffusion coefficient, this is equivalent to the heat equation
Noise_reduction
Medical imaging technique
also may be used to form images of non-living objects, such as mummies. Diffusion MRI and functional MRI extend the utility of MRI to capture neuronal tracts
Magnetic_resonance_imaging
Coffee brewing method without filters
Turkish coffee (Turkish: Türk kahvesi) is a style of coffee prepared in a cezve using very finely ground coffee beans without filtering. Similar drinks
Turkish_coffee
Concept in computational fluid dynamics
analytical solution of the convection diffusion equation. This scheme is also very effective in removing False diffusion error. The power-law scheme interpolates
Power_law_scheme
Concept in applied mathematics
equations. It is one of the schemes used to solve the integrated convection–diffusion equation and to calculate the transported property Φ at the e and w faces
Central_differencing_scheme
textual–visual continuity, rather than thematic similarity alone. Popular diffusion is treated under Christopher Partridge's concept of occulture—for example
Western_esotericism_and_arts
Ancient Egyptian board game
Hounds and jackals or dogs and jackals is the modern name given to an ancient Egyptian tables game that is known from several examples of gaming boards
Hounds_and_jackals
AI that generates content
Grok and Qwen; text-to-image models such as DALL-E, Firefly, Stable Diffusion, and Midjourney; and text-to-video models such as Veo, LTX and Sora. Companies
Generative_AI
Methods to reduce sound pressure
resonance in the room, by absorption or redirection through reflection or diffusion. Absorption reduces the overall sound level, whereas redirection makes
Soundproofing
Electrodes with a conjunction of a solid, liquid and gaseous interface
Gas diffusion electrodes (GDE) are electrodes with a conjunction of a solid, liquid and gaseous interface, and an electrical conducting catalyst supporting
Gas_diffusion_electrode
Cryptography algorithm
cryptographic protocols: the disadvantage of this method is a lack of diffusion, wherein it fails to hide data patterns when it encrypts identical plaintext
Block cipher mode of operation
Block_cipher_mode_of_operation
Probability distribution
quantum harmonic oscillator. The position of a particle that experiences diffusion.[citation needed] If initially the particle is located at a specific point
Normal_distribution
Method for reducing unwanted sound
variation denoising Wavelet denoising 2D (Image) Gaussian blur Anisotropic diffusion Bilateral filter Non-local means Block-matching and 3D filtering (BM3D)
Active_noise_control
Religious conversion as sociological theory
Roman Empire as diffusion of innovation looks at religious change in the Roman Empire's first three centuries through the lens of diffusion of innovations
Christianization of the Roman Empire as diffusion of innovation
Christianization_of_the_Roman_Empire_as_diffusion_of_innovation
Season of television series
Forum. 6 March 2025. Retrieved 6 March 2025. "Vous souhaitez connaître la diffusion des prochains épisodes de Miraculous, les aventures de Ladybug et Chat
Miraculous: Tales of Ladybug & Cat Noir season 6
Miraculous:_Tales_of_Ladybug_&_Cat_Noir_season_6
Culinary traditions of Mexican Americans
Mexican-American cuisine is the cuisine of Mexican Americans and their descendants, who have modified Mexican cuisine under the influence of American culture
Mexican-American_cuisine
Experimental technique in cell biology
determining the kinetics of diffusion through tissue or cells. It is capable of quantifying the two-dimensional lateral diffusion of a molecularly thin film
Fluorescence recovery after photobleaching
Fluorescence_recovery_after_photobleaching
Network-based diffusion analysis (NBDA) is a statistical tool to detect and quantify social transmission of information or a behaviour in social networks
Network-based diffusion analysis
Network-based_diffusion_analysis
Study of processing speed on cognitive tasks
diffusion modeling provides one promising theoretical model. Diffusion modeling partitions RT into residual "non-decision" and stochastic "diffusion"
Mental_chronometry
Arab transformation of agriculture in medieval Spain
major books by Ibn Bassal and Ibn al-'Awwam, demonstrates the extensive diffusion of useful plants to medieval Spain (al-Andalus), and the growth in Islamic
Arab_Agricultural_Revolution
Product announced but never released
often uncertain how long it will take to complete any given project. Fixing errors in software, for example, can make up a significant portion of its development
Vaporware
Ability of numerical algorithms to remain accurate under small changes of inputs
achieved by including numerical diffusion. Numerical diffusion is a mathematical term which ensures that roundoff and other errors in the calculation get spread
Numerical_stability
Devisor of the British postal system (1795–1879)
Sir Rowland Hill, KCB, FRS (3 December 1795 – 27 August 1879) was an English teacher, inventor and social reformer. He campaigned for a comprehensive reform
Rowland_Hill
Bronze Age culture
An Early History of Horsemanship pg.129 Bietti Sestieri 2010, p. 21. sfn error: no target: CITEREFBietti_Sestieri2010 (help) Anna Maria Bietti Sestieri
Polada_culture
Overview of and topical guide to machine learning
tree learning Dehaene–Changeux model Diffusion map Dominance-based rough set approach Dynamic time warping Error-driven learning Evolutionary multimodal
Outline_of_machine_learning
the masses. Initially the high cost of the receivers slowed down their diffusion, when at the end of March 1954 there were only 17,000 subscribers compared
Television_in_Japan
Irish politician and diplomat (1791–1862)
Sir Thomas Wyse KCB (24 December 1791 – 16 April 1862), an Irish politician and diplomat, belonged to a family claiming descent from a Devon Squire, Andrew
Thomas_Wyse
Interpretation of quantum mechanics
as various external forces. The framework provides a derivation of the diffusion equations associated to these stochastic particles. It is best known for
Stochastic_quantum_mechanics
Technique to solve partial differential equations
governing reaction-diffusion equation. Note that since u M L P {\displaystyle u_{MLP}} is a surrogate for the cell density, it may contain errors, particularly
Physics-informed neural networks
Physics-informed_neural_networks
Converter that measures a physical quantity and converts it into a signal
systematic errors or random errors. Systematic errors can sometimes be compensated for by means of some kind of calibration strategy. Noise is a random error that
Sensor
British Whig politician
John Martin (1805 – 7 March 1880) was a British Whig politician. John Martin was first elected Whig MP for Tewkesbury at the 1832 general election but
John_Martin_(1805–1880)
John Whishaw (1764 – 21 December 1840) was an English lawyer. He became a Commissioner of Audit, and a leader of Whig society, known as "the Pope of Holland
John_Whishaw
Art school in Brussels, Belgium
Institut national supérieur des arts du spectacle et des techniques de diffusion, commonly known by the acronym INSAS (abbreviated as the Institut national
Institut national supérieur des arts du spectacle et des techniques de diffusion
Institut_national_supérieur_des_arts_du_spectacle_et_des_techniques_de_diffusion
Diffusion curves are vector graphic primitives for creating smooth-shaded images. Each diffusion curve partitions the 2D graphics space through which it
Diffusion_curve
Italian mathematician (1676–1754)
himself to his studies privately. Riccati played a pivotal role in the diffusion of Newton's ideas in Italy. Most of his scientific work concerns mathematical
Jacopo_Riccati
Type of activation function
distribution and erf ( z ) {\displaystyle \operatorname {erf} (z)} is the error function. This activation function is illustrated in the figure at the start
Rectified_linear_unit
is often seen as a numerical error. Numerical dispersion is often identified, linked and compared with numerical diffusion, another artifact of similar
Numerical_dispersion
Process forming a path from many random steps
diffusion reactions processes and spread of populations in ecology. The information rate of a Gaussian random walk with respect to the squared error distance
Random_walk
Study of health and disease within a population
of a medical condition in a particular location or time frame Disease diffusion mapping – Map of disease risk for a region Compartmental models in epidemiology –
Epidemiology
Summary of dynamics of a stochastic process
Onsager–Machlup function. Consider a d-dimensional Riemannian manifold M and a diffusion process X = {Xt : 0 ≤ t ≤ T} on M with infinitesimal generator 1/2ΔM
Onsager–Machlup_function
Tasks in machine learning
the error function using data which is independent of that used for training. Various networks are trained by minimization of an appropriate error function
Training, validation, and test data sets
Training,_validation,_and_test_data_sets
ERROR DIFFUSION
ERROR DIFFUSION
Boy/Male
Anglo Saxon
Terror.
Boy/Male
American, Anglo, British, Christian, Danish, English, German, Jamaican, Latin, Scottish
To Wander; Nobleman; Leader; Earl; Wanderer
Female
Arthurian
, error for Nineve (q.v.).
Male
Swiss
, axe, or, terror.
Boy/Male
Shakespearean
The Comedy of Errors' A merchant.
Boy/Male
Arabic, Hindu, Indian, Muslim, Tamil
Terror; Kings; Royal
Boy/Male
Tamil
King of terror
Girl/Female
Shakespearean
The Comedy of Errors' Adriana's servant.
Boy/Male
Christian & English(British/American/Australian)
Wanderering Noble
Boy/Male
Anglo Saxon
Terror.
Girl/Female
Hindu, Indian
Without Error
Boy/Male
Anglo Saxon
Terror.
Boy/Male
English American German Latin Scottish
Army commander. Army, weald power. Also can be a, meaning nobleman. Famous bearer: Australian...
Boy/Male
Gujarati, Hindu, Indian, Kannada, Malayalam, Marathi
Error-less
Male
English
Scottish surname transferred to forename use, from a place name possibly ERROL means "to wander."Â
Girl/Female
Australian, British, English, Gaelic, Irish
Terror; Lovers
Male
Swiss
, axe, or, terror.
Boy/Male
Anglo Saxon
Terror.
Boy/Male
American, Anglo, Australian, British, Chinese, Christian, English, French, Indian, Scottish, Teutonic
Maker of Arrows; Arror Featherer
Boy/Male
Hindu
King of terror
ERROR DIFFUSION
ERROR DIFFUSION
Boy/Male
Bengali, Hindu, Indian
Dear
Surname or Lastname
English
English : variant spelling of Maslin.
Girl/Female
Latin
Beautiful lily.
Girl/Female
Hebrew
God teaches.
Boy/Male
Hindu
Laughter, Spiritual happiness
Girl/Female
Irish
Beautiful child.
Boy/Male
Tamil
Shelter
Boy/Male
Hindu
Lord Krishna, One who helps people, Liberator from the cycle of birth and death
Girl/Female
Hindu, Indian
Sun Light; Universe
Female
Slovene
Slovene form of Roman Latin Claudia, KLAVDIJA means "lame."Â
ERROR DIFFUSION
ERROR DIFFUSION
ERROR DIFFUSION
ERROR DIFFUSION
ERROR DIFFUSION
n.
One who encourages and propagates error; one who holds to error.
n.
A moral offense; violation of duty; a sin or transgression; iniquity; fault.
n.
The difference between the observed value of a quantity and that which is taken or computed to be the true value; -- sometimes called residual error.
a.
Liable to error; fallible.
n.
An error; a mistake.
n.
A departing or deviation from the truth; falsity; false notion; wrong opinion; mistake; misapprehension.
n.
Erroneous thought; mistaken opinion; error.
n.
One who leads into error.
n.
The difference between the approximate result and the true result; -- used particularly in the rule of double position.
n.
Liability to error.
n.
A wandering or deviation from the right course or standard; irregularity; mistake; inaccuracy; something made wrong or left wrong; as, an error in writing or in printing; a clerical error.
n.
Exemption from error.
n.
A fault of a player of the side in the field which results in failure to put out a player on the other side, or gives him an unearned base.
n.
A wandering; a roving or irregular course.
n.
Mistake; error; fault.
a.
Full of error; wrong.
n.
The difference between an observed value and the true value of a quantity.
n.
Misguidance; error.
n.
A mistake in the proceedings of a court of record in matters of law or of fact.
n.
An error in pleading.