Graph Design Doc

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  • 7/30/2019 Graph Design Doc




  • 7/30/2019 Graph Design Doc


    What is a graph ?

    In the most common sense of the term, a graph is an ordered pair G

    = (V, E) comprising a set V of vertices or nodes together with a set E

    of edges or lines, which are 2-element subsets of V (i.e., an edge is

    related with two vertices, and the relation is represented as

    unordered pair of the vertices with respect to the particular edge).

    To avoid ambiguity, this type of graph may be described precisely as

    undirected and simple.

    Computer graphics are graphics created using computers and, moregenerally, the representation and manipulation of image data by a

    computer with help from specialized software and hardware. The development of computer graphics has made computers easier

    to interact with, and better for understanding and interpreting

    many types of data. Developments in computer graphics have had a

    profound impact on many types of media and have revolutionized

    animation, movies and the video game industry.

    Developments in computer graphics have also revolutionized theway we plot graphs.

    Accurate visual 2d and 3d graphs can now be produced throughminimum effort on a computer.

    A large amount of data can now be plotted.

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    Scientific visualisation is an interdisciplinary branch of science

    primarily concerned with the visualization of three-dimensional

    phenomena (architectural, meteorological, medical, biological,

    etc.), where the emphasis is on realistic renderings of volumes,

    surfaces, illumination sources, and so forth, perhaps with a dynamic

    (time) component".It is also considered a branch of computer

    science that is a subset of computer graphics. The purpose of

    scientific visualization is to graphically illustrate scientific data to

    enable scientists to understand, illustrate, and glean insight from

    their data.

    One of the earliest examples of three-dimensional scientificvisualisation was Maxwell's thermodynamic surface, sculpted in

    clay in 1874 by James Clerk Maxwell. This prefigured modern

    scientific visualization techniques that use computer graphics.

    Notable early two-dimensional examples include the flow map ofNapoleons March on Moscow produced by Charles Joseph Minard

    in 1869, the coxcombs used by Florence Nightingale in 1857 as

    part of a campaign to improve sanitary conditions in the Britisharmy, and the dot map used by John Snow in 1855 to visualise the

    Broad Street cholera outbreak.

    Scientific visualization using computer graphics gained in popularityas graphics matured. Primary applications were scalar fields and

    vector fields from computer simulations and measured data. The

    primary methods for visualizing 2D scalar fields are color mapping

    and drawing contours (isosurfaces). For 3D scalar fields the primary

    methods are volume rendering and isosurfaces. Methods forvisualizing vector fields include glyphs (graphical icons) such as

    arrows, streamlines and streaklines, particle tracing, line integral

    convolution (LIC) and topological methods. Later, visualization

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    techniques such as hyperstreamlines were developed to visualize

    2D and 3D tensor fields.


    Computer animation

    Computer animation is the art, technique, and science of creatingmoving images via the use of computers. It is becoming more

    common to be created by means of3D computer graphics,

    though 2D computer graphics are still widely used for stylistic, low

    bandwidth, and faster real-time rendering needs. Sometimes the

    target of the animation is the computer itself, but sometimes the

    target is another medium, such as film. It is also referred to as CGI(Computer-generated imagery or computer-generated imaging),

    especially when used in films.

    Computer simulation

    Computer simulation is a computer program, or network ofcomputers, that attempts to simulate an abstract model of a

    particular system. Computer simulations have become a useful part

    of mathematical modelling of many natural systems in physics, and

    computational physics, chemistry and biology; human systems ineconomics, psychology, and social science; and in the process of

    engineering and new technology, to gain insight into the operation

    of those systems, or to observe their behavior.The simultaneous

    visualization and simulation of a system is called visulation.

    Computer simulations vary from computer programs that run a fewminutes, to network-based groups of computers running for hours,

    to ongoing simulations that run for months. The scale of events

    being simulated by computer simulations has far exceeded anything

    possible (or perhaps even imaginable) using the traditional paper-

    and-pencil mathematical modeling: over 10 years ago, a desert-

    battle simulation, of one force invading another, involved the

    modeling of 66,239 tanks, trucks and other vehicles on simulated

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    terrain around Kuwait, using multiple supercomputers in

    the DoD High Performance Computer Modernization Program.

    Information visualization

    Information visualization is the study of"the visual representation of large-scale collections of non-

    numerical information, such as files and lines of code in software

    systems, library and bibliographic databases, networks of relations

    on the internet, and so forth".

    Information visualization focused on the creation of approaches forconveying abstract information in intuitive ways. Visualrepresentations and interaction techniques take advantage of the

    human eyes broad bandwidth pathway into the mind to allow

    users to see, explore, and understand large amounts of information

    at once.The key difference between scientific visualization and

    information visualization is that information visualization is often

    applied to data that is not generated by scientific inquiry. Some

    examples are graphical representations of data for business,

    government, news and social media.Interface technology and perception

    Interface technology and perception shows how new interfaces anda better understanding of underlying perceptual issues create new

    opportunities for the scientific visualization community.

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    Surface rendering

    Surface rendering is the process of generating an image froma model, by means of computer programs. The model is a

    description of three dimensional objects in a strictly defined

    language or data structure. It would contain geometry,

    viewpoint, texture, lighting, and shading information. The image is

    a digital image or raster graphicsimage. The term may be by

    analogy with an "artist's rendering" of a scene. 'Rendering' is also

    used to describe the process of calculating effects in a video editing

    file to produce final video output. Important rendering techniques


    Scanline rendering and rasterisation A high-level representation of an image necessarily contains

    elements in a different domain from pixels. These elements are

    referred to as primitives. In a schematic drawing, for instance, line

    segments and curves might be primitives. In a graphical user

    interface, windows and buttons might be the primitives. In 3D

    rendering, triangles and polygons in space might be primitives.

    Ray casting

    Ray casting is primarily used for realtime simulations, such as thoseused in 3D computer games and cartoon animations, where detail

    is not important, or where it is more efficient to manually fake the

    details in order to obtain better performance in the computational

    stage. This is usually the case when a large number of frames need

    to be animated. The resulting surfaces have a characteristic 'flat'

    appearance when no additional tricks are used, as if objects in thescene were all painted with matte finish


    Radiosity, also known as Global Illumination, is a method thatattempts to simulate the way in which directly illuminated surfaces

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    act as indirect light sources that illuminate other surfaces. This

    produces more realistic shading and seems to better capture the

    'ambience' of an indoor scene. A classic example is the way that

    shadows 'hug' the corners of rooms

    Ray tracing

    Ray tracing is an extension of the same technique developed inscanline rendering and ray casting. Like those, it handles

    complicated objects well, and the objects may be described

    mathematically. Unlike scanline and casting, ray tracing is almost

    always a Monte Carlo technique, that is one based on averaging a

    number of randomly generated samples from a model.

    Volume rendering

    Volume rendering is a technique used to display a 2D projection ofa 3D discretely sampled data set. A typical 3D data set is a group of

    2D slice images acquired by a CT or MRI scanner. Usually these are

    acquired in a regular pattern (e.g., one slice every millimeter) and

    usually have a regular number of image pixels in a regular pattern.

    This is an example of a regular volumetric grid, with each volume

    element, or voxel represented by a single value that is obtained by