DYNAMO ( DYNAmic MOdels ) is a simulation language and accompanying graphical notation developed within the system dynamics analytical framework. It was originally for industrial dynamics but was soon extended to other applications, including population and resource studies and urban planning.
94-574: DYNAMO was initially developed under the direction of Jay Wright Forrester in the late 1950s, by Dr. Phyllis Fox , Alexander L. Pugh III, Grace Duren, and others at the M.I.T. Computation Center . DYNAMO was used for the system dynamics simulations of global resource depletion reported in the Club of Rome 's Limits to Growth , but has since fallen into disuse. In 1958, Forrester unwittingly instigated DYNAMO's development when he asked an MIT staff programmer to compute needed solutions to some equations, for
188-413: A Harvard Business Review paper he was writing about industrial dynamics. The programmer, Richard Bennett, chose to implement a system (SIMPLE - "Simulation of Industrial Management Problems with Lots of Equations") that took coded equations as symbolic input and computed solutions. SIMPLE became the proof-of-concept for DYNAMO: rather than have a specialist programmer "hard-code" a special-purpose solver in
282-578: A "jumping ball" on an oscilloscope . Whirlwind began operation in 1951, the first digital computer to operate in real time and to use video displays for output. It subsequently evolved into the air defence system Semi-Automatic Ground Environment (SAGE). In 1956, Forrester moved to the MIT Sloan School of Management , where he was the Germeshausen professor and after his retirement continued until 1989 as Professor Emeritus and Senior Lecturer. In 1961
376-406: A broad sense to describe "almost everything on computers that is not text or sound". Typically, the term computer graphics refers to several different things: Today, computer graphics is widespread. Such imagery is found in and on television, newspapers, weather reports, and in a variety of medical investigations and surgical procedures. A well-constructed graph can present complex statistics in
470-513: A critical and commercial success of nine-figure magnitude. The studio to invent the programmable shader would go on to have many animated hits, and its work on prerendered video animation is still considered an industry leader and research trail breaker. In video games, in 1992, Virtua Racing , running on the Sega Model 1 arcade system board , laid the foundations for fully 3D racing games and popularized real-time 3D polygonal graphics among
564-520: A discipline until the 1950s and the post- World War II period – during which time the discipline emerged from a combination of both pure university and laboratory academic research into more advanced computers and the United States military 's further development of technologies like radar , aviation , and rocketry developed during the war. New kinds of displays were needed to process the wealth of information resulting from such projects, leading to
658-463: A display scope image of a Disney cartoon character. Electronics pioneer Hewlett-Packard went public in 1957 after incorporating the decade prior, and established strong ties with Stanford University through its founders, who were alumni . This began the decades-long transformation of the southern San Francisco Bay Area into the world's leading computer technology hub – now known as Silicon Valley . The field of computer graphics developed with
752-423: A display scope. One of the first interactive video games to feature recognizable, interactive graphics – Tennis for Two – was created for an oscilloscope by William Higinbotham to entertain visitors in 1958 at Brookhaven National Laboratory and simulated a tennis match. In 1959, Douglas T. Ross , while working at MIT on transforming mathematic statements into computer generated 3D machine tool vectors, created
846-548: A feature-length motion picture using computer graphics – a goal he would achieve two decades later after his founding role in Pixar . In the same class, Fred Parke created an animation of his wife's face. The two animations were included in the 1976 feature film Futureworld . As the UU computer graphics laboratory was attracting people from all over, John Warnock was another of those early pioneers; he later founded Adobe Systems and created
940-515: A form that is easier to understand and interpret. In the media "such graphs are used to illustrate papers, reports, theses", and other presentation material. Many tools have been developed to visualize data. Computer-generated imagery can be categorized into several different types: two dimensional (2D), three dimensional (3D), and animated graphics. As technology has improved, 3D computer graphics have become more common, but 2D computer graphics are still widely used. Computer graphics has emerged as
1034-588: A founder of the Club of Rome in 1970. He later met with the Club of Rome to discuss issues surrounding global sustainability; the book World Dynamics followed. World Dynamics took on modeling the complex interactions of the world economy , population and ecology , which was controversial (see also Donella Meadows and The Limits to Growth ). It was the start of the field of global modeling . Forrester continued working in applications of system dynamics and promoting its use in education. In 1972, Forrester received
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#17328842686371128-435: A general purpose programming language, users could specify a system's equations in a special simulation language and get simulation output from one program execution. DYNAMO was designed to emphasize the following: Among the ways in which DYNAMO was above the standard of the time, it featured units checking of numerical types and relatively clear error messages. The earliest versions were written in assembly language for
1222-454: A graduate student in 1939, and eventually retiring in 1989. During World War II Forrester worked on servomechanisms as a research assistant to Gordon S. Brown . After the war he headed MIT's Whirlwind digital computer project. There he is credited as a co-inventor of magnetic core memory , the predominant form of random-access computer memory during the most explosive years of digital computer development (between 1955 and 1975). It
1316-593: A great deal of founding research to the field and taught several students who would grow to found several of the industry's most important companies – namely Pixar , Silicon Graphics , and Adobe Systems . Tom Stockham led the image processing group at UU which worked closely with the computer graphics lab. One of these students was Edwin Catmull . Catmull had just come from The Boeing Company and had been working on his degree in physics. Growing up on Disney , Catmull loved animation yet quickly discovered that he did not have
1410-447: A high-water mark for the field during the decade. The 1980s is also called the golden era of videogames ; millions-selling systems from Atari , Nintendo and Sega , among other companies, exposed computer graphics for the first time to a new, young, and impressionable audience – as did MS-DOS -based personal computers, Apple IIs , Macs , and Amigas , all of which also allowed users to program their own games if skilled enough. For
1504-405: A highly popular tool for computer graphics among graphic design studios and businesses. Modern computers, dating from the 1980s, often use graphical user interfaces (GUI) to present data and information with symbols, icons and pictures, rather than text. Graphics are one of the five key elements of multimedia technology. In the field of realistic rendering, Japan 's Osaka University developed
1598-406: A leading developer of graphics boards in this decade, creating a "duopoly" in the field which exists this day. CGI became ubiquitous in earnest during this era. Video games and CGI cinema had spread the reach of computer graphics to the mainstream by the late 1990s and continued to do so at an accelerated pace in the 2000s. CGI was also adopted en masse for television advertisements widely in
1692-417: A light pen, Sketchpad allowed one to draw simple shapes on the computer screen, save them and even recall them later. The light pen itself had a small photoelectric cell in its tip. This cell emitted an electronic pulse whenever it was placed in front of a computer screen and the screen's electron gun fired directly at it. By simply timing the electronic pulse with the current location of the electron gun, it
1786-420: A model of a car, one could change the size of the tires without affecting the rest of the car. It could stretch the body of car without deforming the tires. The phrase "computer graphics" has been credited to William Fetter , a graphic designer for Boeing in 1960. Fetter in turn attributed it to Verne Hudson, also at Boeing. In 1961 another student at MIT, Steve Russell , created another important title in
1880-552: A model of world dynamics that correlated population, food production, industrial development, pollution, availability of natural resources, and quality of life, and attempted future projections of those values under various assumptions. Forrester presented this model more fully in his 1971 book World Dynamics , notable for serving as the initial basis for the World3 model used by Donella and Dennis Meadows in their popular 1972 book The Limits to Growth . Forrester met Aurelio Peccei ,
1974-407: A necessity for advanced work in the field, providing considerable complexity in manipulating pixels , vertices , and textures on a per-element basis, and countless possible effects. Their shader languages HLSL and GLSL are active fields of research and development. Physically based rendering or PBR, which implements many maps and performs advanced calculation to simulate real optic light flow,
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#17328842686372068-552: A revolution in the publishing world with his PostScript page description language. Adobe would go on later to create the industry standard photo editing software in Adobe Photoshop and a prominent movie industry special effects program in Adobe After Effects . James Clark was also there; he later founded Silicon Graphics , a maker of advanced rendering systems that would dominate the field of high-end graphics until
2162-565: A screen. It was the first consumer computer graphics product. David C. Evans was director of engineering at Bendix Corporation 's computer division from 1953 to 1962, after which he worked for the next five years as a visiting professor at Berkeley. There he continued his interest in computers and how they interfaced with people. In 1966, the University of Utah recruited Evans to form a computer science program, and computer graphics quickly became his primary interest. This new department would become
2256-458: A separate and very powerful chip is used in parallel processing with a CPU to optimize graphics. The decade also saw computer graphics applied to many additional professional markets, including location-based entertainment and education with the E&;S Digistar, vehicle design, vehicle simulation, and chemistry. The 1990s' highlight was the emergence of 3D modeling on a mass scale and an rise in
2350-432: A specialized barrel shifter circuit made from discrete chips to help their Intel 8080 microprocessor animate their framebuffer graphics. The 1980s began to see the commercialization of computer graphics. As the home computer proliferated, a subject which had previously been an academics-only discipline was adopted by a much larger audience, and the number of computer graphics developers increased significantly. In
2444-433: A square for example, they do not have to worry about drawing four lines perfectly to form the edges of the box. One can simply specify that they want to draw a box, and then specify the location and size of the box. The software will then construct a perfect box, with the right dimensions and at the right location. Another example is that Sutherland's software modeled objects – not just a picture of objects. In other words, with
2538-400: A sub-field of computer science which studies methods for digitally synthesizing and manipulating visual content. Over the past decade, other specialized fields have been developed like information visualization , and scientific visualization more concerned with "the visualization of three dimensional phenomena (architectural, meteorological, medical, biological , etc.), where the emphasis
2632-463: A suitably high-end system may simulate photorealism to the untrained eye. Texture mapping has matured into a multistage process with many layers; generally, it is not uncommon to implement texture mapping, bump mapping or isosurfaces or normal mapping , lighting maps including specular highlights and reflection techniques, and shadow volumes into one rendering engine using shaders , which are maturing considerably. Shaders are now very nearly
2726-584: A wider audience in the video game industry . The Sega Model 2 in 1993 and Sega Model 3 in 1996 subsequently pushed the boundaries of commercial, real-time 3D graphics. Back on the PC, Wolfenstein 3D , Doom and Quake , three of the first massively popular 3D first-person shooter games, were released by id Software to critical and popular acclaim during this decade using a rendering engine innovated primarily by John Carmack . The Sony PlayStation , Sega Saturn , and Nintendo 64 , among other consoles, sold in
2820-539: Is an active research area as well, along with advanced areas like ambient occlusion , subsurface scattering , Rayleigh scattering , photon mapping , ray-tracing and many others. Experiments into the processing power required to provide graphics in real time at ultra-high-resolution modes like 4K Ultra HD begun, though beyond reach of all but the highest-end hardware. In cinema, most animated movies are CGI now; many animated CGI films are made per year , but few, if any, attempt photorealism due to continuing fears of
2914-423: Is fuzzy. It is incomplete. It is imprecisely stated. Furthermore, within one individual, a mental model changes with time and even during the flow of a single conversation. The human mind assembles a few relationships to fit the context of a discussion. As the subject shifts so does the model. When only a single topic is being discussed, each participant in a conversation employs a different mental model to interpret
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3008-536: Is most often applied to research and consulting in organizations and other social systems. Forrester was born on a farm near Anselmo, Nebraska , where "his early interest in electricity was spurred, perhaps, by the fact that the ranch had none. While in high school, he built a wind-driven, 12-volt electrical system using old car parts—it gave the ranch its first electric power." Forrester received his Bachelor of Science in Electrical Engineering in 1939 from
3102-493: Is on realistic renderings of volumes, surfaces, illumination sources, and so forth, perhaps with a dynamic (time) component". The precursor sciences to the development of modern computer graphics were the advances in electrical engineering , electronics , and television that took place during the first half of the twentieth century. Screens could display art since the Lumiere brothers ' use of mattes to create special effects for
3196-565: The Forrester effect describing fluctuations in supply chains . He has been credited as a founder of system dynamics , which deals with the simulation of interactions between objects in dynamic systems . After his initial efforts in industrial simulation, Forrester attempted to simulate urban dynamics and then world dynamics, developing a model with the Club of Rome along the lines of that popularized in The Limits to Growth . Today system dynamics
3290-488: The GPGPU technique to pass large amounts of data bidirectionally between a GPU and CPU was invented; speeding up analysis on many kinds of bioinformatics and molecular biology experiments. The technique has also been used for Bitcoin mining and has applications in computer vision . In the 2010s, CGI has been nearly ubiquitous in video, pre-rendered graphics are nearly scientifically photorealistic , and real-time graphics on
3384-613: The IBM 704 , then for the IBM 709 and IBM 7090 . DYNAMO II was written in AED-0 , an extended version of Algol 60 . Dynamo II/F, in 1971, generated portable FORTRAN code and both Dynamo II/F and Dynamo III improved the system's portability by being written in FORTRAN. Originally designed for batch processing on mainframe computers, it was made available on minicomputers in the late 1970s, and became available as "micro-Dynamo" on personal computers in
3478-834: The IEEE Medal of Honor , IEEEs highest award. In 1982, he received the IEEE Computer Pioneer Award. In 1995, he was made a Fellow of the Computer History Museum "for his perfecting of core memory technology into a practical computer memory device; for fundamental contributions to early computer systems design and development". In 2006, he was inducted into the Operational Research Hall of Fame. Forrester wrote several books, including: His articles and papers include: Computer graphics Computer graphics deals with generating images and art with
3572-573: The LINKS-1 Computer Graphics System , a supercomputer that used up to 257 Zilog Z8001 microprocessors , in 1982, for the purpose of rendering realistic 3D computer graphics . According to the Information Processing Society of Japan: "The core of 3D image rendering is calculating the luminance of each pixel making up a rendered surface from the given viewpoint, light source , and object position. The LINKS-1 system
3666-619: The University of Nebraska–Lincoln . He went on to graduate school at the Massachusetts Institute of Technology , where he worked with servomechanism pioneer Gordon S. Brown and gained his master’s in 1945 with a thesis on 'Hydraulic Servomechanism Developments'. In 1949 he was inducted into Eta Kappa Nu (ΗΚΝ) the Electrical & Computer Engineering Honor Society. During the late 1940s and early 50s, Forrester continued research in electrical and computer engineering at MIT, heading
3760-530: The Whirlwind project . Trying to design an aircraft simulator, the group moved away from an initial analog design to develop a digital computer . The team perfected magnetic-core memory , and developed the "multi-coordinate digital information storage device" (coincident-current system), the forerunner of today's RAM . In 1948-49 the Whirlwind team created the first animation in the history of computer graphics ,
3854-466: The arcades , advances were made in commercial, real-time 3D graphics. In 1988, the first dedicated real-time 3D graphics boards were introduced for arcades, with the Namco System 21 and Taito Air System. On the professional side, Evans & Sutherland and SGI developed 3D raster graphics hardware that directly influenced the later single-chip graphics processing unit (GPU), a technology where
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3948-410: The aid of computers . Computer graphics is a core technology in digital photography, film, video games, digital art, cell phone and computer displays, and many specialized applications. A great deal of specialized hardware and software has been developed, with the displays of most devices being driven by computer graphics hardware . It is a vast and recently developed area of computer science. The phrase
4042-569: The attitude of a satellite could be altered as it orbits the Earth. He created the animation on an IBM 7090 mainframe computer. Also at BTL, Ken Knowlton , Frank Sinden, Ruth A. Weiss and Michael Noll started working in the computer graphics field. Sinden created a film called Force, Mass and Motion illustrating Newton's laws of motion in operation. Around the same time, other scientists were creating computer graphics to illustrate their research. At Lawrence Radiation Laboratory , Nelson Max created
4136-557: The box office in this field. The Final Fantasy: The Spirits Within , released in 2001, was the first fully computer-generated feature film to use photorealistic CGI characters and be fully made with motion capture. The film was not a box-office success, however. Some commentators have suggested this may be partly because the lead CGI characters had facial features which fell into the " uncanny valley ". Other animated films like The Polar Express drew attention at this time as well. Star Wars also resurfaced with its prequel trilogy and
4230-536: The development of computer graphics as a discipline. Early projects like the Whirlwind and SAGE Projects introduced the CRT as a viable display and interaction interface and introduced the light pen as an input device . Douglas T. Ross of the Whirlwind SAGE system performed a personal experiment in which he wrote a small program that captured the movement of his finger and displayed its vector (his traced name) on
4324-453: The development of the Gouraud shading and Blinn–Phong shading models, allowing graphics to move beyond a "flat" look to a look more accurately portraying depth. Jim Blinn also innovated further in 1978 by introducing bump mapping , a technique for simulating uneven surfaces, and the predecessor to many more advanced kinds of mapping used today. The modern videogame arcade as is known today
4418-497: The earliest films dating from 1895, but such displays were limited and not interactive. The first cathode ray tube , the Braun tube , was invented in 1897 – it in turn would permit the oscilloscope and the military control panel – the more direct precursors of the field, as they provided the first two-dimensional electronic displays that responded to programmatic or user input. Nevertheless, computer graphics remained relatively unknown as
4512-417: The early 1980s, metal–oxide–semiconductor (MOS) very-large-scale integration (VLSI) technology led to the availability of 16-bit central processing unit (CPU) microprocessors and the first graphics processing unit (GPU) chips, which began to revolutionize computer graphics, enabling high-resolution graphics for computer graphics terminals as well as personal computer (PC) systems. NEC 's μPD7220
4606-544: The early 1980s. The language went through several revisions from DYNAMO II up to DYNAMO IV in 1983, Apart from its (indirectly felt) public impact in environmental issues raised by the controversy over Limits to Growth , DYNAMO was influential in the history of discrete-event simulation even though it was essentially a package for continuous simulation specified through difference equations . It has been said by some to have opened opportunities for computer modelling even for users of relatively low mathematical sophistication. On
4700-416: The early 1990s. A major advance in 3D computer graphics was created at UU by these early pioneers – hidden surface determination . In order to draw a representation of a 3D object on the screen, the computer must determine which surfaces are "behind" the object from the viewer's perspective, and thus should be "hidden" when the computer creates (or renders) the image. The 3D Core Graphics System (or Core )
4794-600: The early decade with occasional significant competing presence from ATI . As the decade progressed, even low-end machines usually contained a 3D-capable GPU of some kind as Nvidia and AMD both introduced low-priced chipsets and continued to dominate the market. Shaders which had been introduced in the 1980s to perform specialized processing on the GPU would by the end of the decade become supported on most consumer hardware, speeding up graphics considerably and allowing for greatly improved texture and shading in computer graphics via
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#17328842686374888-680: The effects continued to set a bar for CGI in film. In videogames , the Sony PlayStation 2 and 3 , the Microsoft Xbox line of consoles, and offerings from Nintendo such as the GameCube maintained a large following, as did the Windows PC . Marquee CGI-heavy titles like the series of Grand Theft Auto , Assassin's Creed , Final Fantasy , BioShock , Kingdom Hearts , Mirror's Edge and dozens of others continued to approach photorealism , grow
4982-450: The emergence of computer graphics hardware. Further advances in computing led to greater advancements in interactive computer graphics . In 1959, the TX-2 computer was developed at MIT's Lincoln Laboratory . The TX-2 integrated a number of new man-machine interfaces. A light pen could be used to draw sketches on the computer using Ivan Sutherland 's revolutionary Sketchpad software . Using
5076-446: The end of the decade, the GPU would begin its rise to the prominence it still enjoys today. The field began to see the first rendered graphics that could truly pass as photorealistic to the untrained eye (though they could not yet do so with a trained CGI artist) and 3D graphics became far more popular in gaming , multimedia , and animation . At the end of the 1980s and the beginning of
5170-520: The feasibility of modeling broader social problems. The book went on to influence the video game SimCity . Forrester's 1971 paper 'Counterintuitive Behavior of Social Systems' argued that the use of computerized system models to inform social policy was superior to simple debate, both in generating insight into the root causes of problems and in understanding the likely effects of proposed solutions. He characterized normal debate and discussion as being dominated by inexact mental models: The mental model
5264-485: The field of computer graphics. By 1973, the first annual SIGGRAPH conference was held, which has become one of the focuses of the organization. SIGGRAPH has grown in size and importance as the field of computer graphics has expanded over time. Subsequently, a number of breakthroughs in the field occurred at the University of Utah in the 1970s, which had hired Ivan Sutherland . He was paired with David C. Evans to teach an advanced computer graphics class, which contributed
5358-472: The films Flow of a Viscous Fluid and Propagation of Shock Waves in a Solid Form . Boeing Aircraft created a film called Vibration of an Aircraft . Also sometime in the early 1960s, automobiles would also provide a boost through the early work of Pierre Bézier at Renault , who used Paul de Casteljau 's curves – now called Bézier curves after Bézier's work in the field – to develop 3d modeling techniques for Renault car bodies. These curves would form
5452-489: The first ray casting algorithm, the first of a class of ray tracing -based rendering algorithms that have since become fundamental in achieving photorealism in graphics by modeling the paths that rays of light take from a light source, to surfaces in a scene, and into the camera. In 1969, the ACM initiated A Special Interest Group on Graphics ( SIGGRAPH ) which organizes conferences , graphics standards , and publications within
5546-498: The first shaders – small programs designed specifically to do shading as a separate algorithm – were developed by Pixar , which had already spun off from Industrial Light & Magic as a separate entity – though the public would not see the results of such technological progress until the next decade. In the late 1980s, Silicon Graphics (SGI) computers were used to create some of the first fully computer-generated short films at Pixar , and Silicon Graphics machines were considered
5640-402: The foundation for much curve-modeling work in the field, as curves – unlike polygons – are mathematically complex entities to draw and model well. It was not long before major corporations started taking an interest in computer graphics. TRW , Lockheed-Georgia , General Electric and Sperry Rand are among the many companies that were getting started in computer graphics by the mid-1960s. IBM
5734-565: The history of video games , Spacewar! Written for the DEC PDP-1, Spacewar was an instant success and copies started flowing to other PDP-1 owners and eventually DEC got a copy. The engineers at DEC used it as a diagnostic program on every new PDP-1 before shipping it. The sales force picked up on this quickly enough and when installing new units, would run the "world's first video game" for their new customers. (Higginbotham's Tennis For Two had beaten Spacewar by almost three years, but it
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#17328842686375828-480: The intelligence in the workstation, rather than continuing to rely on central mainframe and minicomputers . Typical of the early move to high-resolution computer graphics, intelligent workstations for the computer-aided engineering market were the Orca 1000, 2000 and 3000 workstations, developed by Orcatech of Ottawa, a spin-off from Bell-Northern Research , and led by David Pearson, an early workstation pioneer. The Orca 3000
5922-399: The late 1990s and 2000s, and so became familiar to a massive audience. The continued rise and increasing sophistication of the graphics processing unit were crucial to this decade, and 3D rendering capabilities became a standard feature as 3D-graphics GPUs became considered a necessity for desktop computer makers to offer. The Nvidia GeForce line of graphics cards dominated the market in
6016-423: The later films of the original trilogy. Two other pieces of video would also outlast the era as historically relevant: Dire Straits ' iconic, near-fully-CGI video for their song " Money for Nothing " in 1985, which popularized CGI among music fans of that era, and a scene from Young Sherlock Holmes the same year featuring the first fully CGI character in a feature movie (an animated stained-glass knight ). In 1988,
6110-685: The mid-1980s. In 1984, Hitachi released the ARTC HD63484, the first complementary MOS (CMOS) GPU. It was capable of displaying high-resolution in color mode and up to 4K resolution in monochrome mode, and it was used in a number of graphics cards and terminals during the late 1980s. In 1986, TI introduced the TMS34010 , the first fully programmable MOS graphics processor. Computer graphics terminals during this decade became increasingly intelligent, semi-standalone and standalone workstations. Graphics and application processing were increasingly migrated to
6204-572: The millions and popularized 3D graphics for home gamers. Certain late-1990s first-generation 3D titles became seen as influential in popularizing 3D graphics among console users, such as platform games Super Mario 64 and The Legend of Zelda: Ocarina of Time , and early 3D fighting games like Virtua Fighter , Battle Arena Toshinden , and Tekken . Technology and algorithms for rendering continued to improve greatly. In 1996, Krishnamurty and Levoy invented normal mapping – an improvement on Jim Blinn's bump mapping . 1999 saw Nvidia release
6298-439: The most important research centers in graphics for nearly a decade thereafter, eventually producing some of the most important pioneers in the field. There Sutherland perfected his HMD; twenty years later, NASA would re-discover his techniques in their virtual reality research. At Utah, Sutherland and Evans were highly sought after consultants by large companies, but they were frustrated at the lack of graphics hardware available at
6392-524: The nineties were created, in France, the very first computer graphics TV series: La Vie des bêtes by studio Mac Guff Ligne (1988), Les Fables Géométriques (1989–1991) by studio Fantôme, and Quarxs , the first HDTV computer graphics series by Maurice Benayoun and François Schuiten (studio Z-A production, 1990–1993). In film, Pixar began its serious commercial rise in this era under Edwin Catmull , with its first major film release, in 1995 – Toy Story –
6486-419: The other hand, it has also been criticized as weak precisely where mathematical sophistication should be required and for relying only on Euler integration . Jay Wright Forrester Jay Wright Forrester (July 14, 1918 – November 16, 2016) was an American computer engineer , management theorist and systems scientist . He spent his entire career at Massachusetts Institute of Technology , entering as
6580-442: The quality of CGI generally. Home computers became able to take on rendering tasks that previously had been limited to workstations costing thousands of dollars; as 3D modelers became available for home systems, the popularity of Silicon Graphics workstations declined and powerful Microsoft Windows and Apple Macintosh machines running Autodesk products like 3D Studio or other home rendering software ascended in importance. By
6674-507: The seminal GeForce 256 , the first home video card billed as a graphics processing unit or GPU, which in its own words contained "integrated transform , lighting , triangle setup / clipping , and rendering engines". By the end of the decade, computers adopted common frameworks for graphics processing such as DirectX and OpenGL . Since then, computer graphics have only become more detailed and realistic, due to more powerful graphics hardware and 3D modeling software . AMD also became
6768-401: The subject. Fundamental assumptions differ but are never brought into the open. Goals are different and are left unstated. It is little wonder that compromise takes so long. And it is not surprising that consensus leads to laws and programs that fail in their objectives or produce new difficulties greater than those that have been relieved. The paper summarized the results of a previous study on
6862-482: The system dynamics governing the economies of urban centers, which showed "how industry, housing, and people interact with each other as a city grows and decays." The study's findings, presented more fully in Forrester's 1969 book Urban Dynamics , suggested that the root cause of depressed economic conditions was a shortage of job opportunities relative to the population level, and that the most popular solutions proposed at
6956-474: The talent for drawing. Now Catmull (along with many others) saw computers as the natural progression of animation and they wanted to be part of the revolution. The first computer animation that Catmull saw was his own. He created an animation of his hand opening and closing. He also pioneered texture mapping to paint textures on three-dimensional models in 1974, now considered one of the fundamental techniques in 3D modeling . It became one of his goals to produce
7050-454: The time (e.g. increasing low-income housing availability, or reducing real estate taxes) counter-intuitively would worsen the situation by increasing this relative shortage. The paper further argued that measures to reduce the shortage—such as converting land use from housing to industry, or increasing real estate taxes to spur property redevelopment—would be similarly counter-effective. 'Counterintuitive Behavior of Social Systems' also sketched
7144-543: The time, so they started formulating a plan to start their own company. In 1968, Dave Evans and Ivan Sutherland founded the first computer graphics hardware company, Evans & Sutherland . While Sutherland originally wanted the company to be located in Cambridge, Massachusetts, Salt Lake City was instead chosen due to its proximity to the professors' research group at the University of Utah. Also in 1968 Arthur Appel described
7238-521: The underlying sciences of geometry , optics , physics , and perception . Computer graphics is responsible for displaying art and image data effectively and meaningfully to the consumer. It is also used for processing image data received from the physical world, such as photo and video content. Computer graphics development has had a significant impact on many types of media and has revolutionized animation , movies , advertising , and video games , in general. The term computer graphics has been used in
7332-549: The video game industry and impress, until that industry's revenues became comparable to those of movies. Microsoft made a decision to expose DirectX more easily to the independent developer world with the XNA program, but it was not a success. DirectX itself remained a commercial success, however. OpenGL continued to mature as well, and it and DirectX improved greatly; the second-generation shader languages HLSL and GLSL began to be popular in this decade. In scientific computing ,
7426-448: The widespread adoption of normal mapping , bump mapping , and a variety of other techniques allowing the simulation of a great amount of detail. Computer graphics used in films and video games gradually began to be realistic to the point of entering the uncanny valley . CGI movies proliferated, with traditional animated cartoon films like Ice Age and Madagascar as well as numerous Pixar offerings like Finding Nemo dominating
7520-418: The world's primary research center for computer graphics through the 1970s. Also, in 1966, Ivan Sutherland continued to innovate at MIT when he invented the first computer-controlled head-mounted display (HMD). It displayed two separate wireframe images, one for each eye. This allowed the viewer to see the computer scene in stereoscopic 3D . The heavy hardware required for supporting the display and tracker
7614-423: Was almost unknown outside of a research or academic setting.) At around the same time (1961–1962) in the University of Cambridge, Elizabeth Waldram wrote code to display radio-astronomy maps on a cathode ray tube. E. E. Zajac, a scientist at Bell Telephone Laboratory (BTL), created a film called "Simulation of a two-giro gravity attitude control system" in 1963. In this computer-generated film, Zajac showed how
7708-484: Was based on the 16-bit Motorola 68000 microprocessor and AMD bit-slice processors, and had Unix as its operating system. It was targeted squarely at the sophisticated end of the design engineering sector. Artists and graphic designers began to see the personal computer, particularly the Amiga and Macintosh , as a serious design tool, one that could save time and draw more accurately than other methods. The Macintosh remains
7802-409: Was birthed in the 1970s, with the first arcade games using real-time 2D sprite graphics. Pong in 1972 was one of the first hit arcade cabinet games. Speed Race in 1974 featured sprites moving along a vertically scrolling road. Gun Fight in 1975 featured human-looking animated characters, while Space Invaders in 1978 featured a large number of animated figures on screen; both used
7896-506: Was called the Forrester effect and today more frequently described as the "bullwhip effect". Forrester was the founder of system dynamics , which deals with the simulation of interactions between objects in dynamic systems . Industrial Dynamics was the first book Forrester wrote using system dynamics to analyze industrial business cycles. Several years later, interactions with former Boston Mayor John F. Collins led Forrester to write Urban Dynamics , which sparked an ongoing debate on
7990-493: Was called the Sword of Damocles because of the potential danger if it were to fall upon the wearer. After receiving his Ph.D. from MIT, Sutherland became Director of Information Processing at ARPA (Advanced Research Projects Agency), and later became a professor at Harvard. In 1967 Sutherland was recruited by Evans to join the computer science program at the University of Utah – a development which would turn that department into one of
8084-760: Was coined in 1960 by computer graphics researchers Verne Hudson and William Fetter of Boeing. It is often abbreviated as CG, or typically in the context of film as computer generated imagery (CGI). The non-artistic aspects of computer graphics are the subject of computer science research. Some topics in computer graphics include user interface design , sprite graphics , rendering , ray tracing , geometry processing , computer animation , vector graphics , 3D modeling , shaders , GPU design, implicit surfaces , visualization , scientific computing , image processing , computational photography , scientific visualization , computational geometry and computer vision , among others. The overall methodology depends heavily on
8178-500: Was developed in 1986 – an important step towards implementing global illumination , which is necessary to pursue photorealism in computer graphics. The continuing popularity of Star Wars and other science fiction franchises were relevant in cinematic CGI at this time, as Lucasfilm and Industrial Light & Magic became known as the "go-to" house by many other studios for topnotch computer graphics in film. Important advances in chroma keying ("bluescreening", etc.) were made for
8272-463: Was developed to realize an image rendering methodology in which each pixel could be parallel processed independently using ray tracing . By developing a new software methodology specifically for high-speed image rendering, LINKS-1 was able to rapidly render highly realistic images." The LINKS-1 was the world's most powerful computer , as of 1984. Also in the field of realistic rendering, the general rendering equation of David Immel and James Kajiya
8366-432: Was easy to pinpoint exactly where the pen was on the screen at any given moment. Once that was determined, the computer could then draw a cursor at that location. Sutherland seemed to find the perfect solution for many of the graphics problems he faced. Even today, many standards of computer graphics interfaces got their start with this early Sketchpad program. One example of this is in drawing constraints. If one wants to draw
8460-441: Was part of a family of related technologies which bridged the gap between vacuum tubes and semiconductors by exploiting the magnetic properties of materials to perform switching and amplification. His team is also believed to have created the first animation in the history of computer graphics , a "jumping ball" on an oscilloscope . Later, Forrester was a professor at the MIT Sloan School of Management , where he introduced
8554-456: Was published his seminal book Industrial Dynamics the first work in what later is named System Dynamics. The work is a result of analyzing operations of Sprague Electric in Massachusetts. The study was the first model of supply chains proving that ups and downs of inventory is due to fluctuations in demand, revealing internal differences that his continuous approach could detect. The phenomenon
8648-482: Was quick to respond to this interest by releasing the IBM 2250 graphics terminal, the first commercially available graphics computer. Ralph Baer , a supervising engineer at Sanders Associates , came up with a home video game in 1966 that was later licensed to Magnavox and called the Odyssey . While very simplistic, and requiring fairly inexpensive electronic parts, it allowed the player to move points of light around on
8742-560: Was the first GPU, fabricated on a fully integrated NMOS VLSI chip . It supported up to 1024x1024 resolution , and laid the foundations for the emerging PC graphics market. It was used in a number of graphics cards , and was licensed for clones such as the Intel 82720, the first of Intel's graphics processing units . MOS memory also became cheaper in the early 1980s, enabling the development of affordable framebuffer memory, notably video RAM (VRAM) introduced by Texas Instruments (TI) in
8836-522: Was the first graphical standard to be developed. A group of 25 experts of the ACM Special Interest Group SIGGRAPH developed this "conceptual framework". The specifications were published in 1977, and it became a foundation for many future developments in the field. Also in the 1970s, Henri Gouraud , Jim Blinn and Bui Tuong Phong contributed to the foundations of shading in CGI via
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