This website uses cookies to ensure you have the best experience. Learn more

Image Generating Techiques Using Information Derived From A Sample

1719 words - 7 pages

Ever since the birth of video games, development costs have grown as hardware and technology have progressively advanced in complexity. As more processing power has been made available games have continued to take advantage of it to produce more detailed simulations and experiences. Is this a new paper of am I stealing around this sentence?
This trend of hardware advancement has led to development costs increasing to match the improved ability of available technology as team sizes increase to produce additional content. Any visual rendering progress can only be effectively utilized if higher quality art content can also be created.
One method that can aid the production of ...view middle of the document...

Research Question
“Can texture synthesis controlled by genetic programming create textures that share characteristics with a sample texture?”
Aims and Objectives
This project aims to explore the use of evolutionary techniques to generate images using information derived from a sample image.
A system would be created that would make use of genetic programming to evolve populations which individually describe a single image with the aim of containing one or more features that are part of the sample image.
This could be done with a fitness function that, using a range of pattern recognition techniques, would identify a pattern or feature in a sample image and evaluate any generated textures and rate their fitness. The actual techniques or features could be as simple as identifying a dominant colour or more complicated, for example finding specific high or low frequency patterns or textures.
Content generation is a growing issue in the games industry, as currently there is no solution which does not significantly increase development costs. A solution or research into an area, which would help ease this problem, could clearly be valuable. Finding a way to reduce the amount of time spent on recreating repetitive patterned textures and freeing time to be spent specifically on the detailing or style of the image would increasing the visual quality of assets overall.
The use of genetic programming to find a range of solutions instead of an ultimate or single fittest solution is an interesting approach that does not seem to have been explored in great depth. It could be useful to evaluate the effectiveness of this method for further use through other criteria where a fittest solution may vary subjectively, such as artistic merit.
Developing machine intelligence able to create art that is similar to another piece, but unique and stands on its own, is an exciting idea, as the ability to do so is a human trait that has not yet been successful captured.
Methodology and Project Execution
In order to demonstrate and explore the evolution of textures, a system must be built that can facilitate the evolution of images, the procedural generation of images, and the evaluation of fitness of these images. While these three requirements are related in their need to interact with each other, the specific implementation of their function differs enough to consider them independently.
As such, to simplify and help control the scope of this project, these three components of the proposed system will be considered separate and developed as individual applications.
This modular approach will allow sections to be ‘frozen’ once they have met requirements, possibly preventing introduction of bugs or feature creep. This method can also be beneficial in respect to the fitness function as it allows the module to be replaced with another of a different technique easily.
Genetic Programming
In order to evolve images there must be a notation to...

Other Essays Like Image Generating Techiques Using Information Derived From A Sample

Using Material from 1b and Elsewhere, Assess the View That Marriage Remains a Patriarchal Institution. (24 Marks)

1062 words - 5 pages mobile workforce which is constantly evolving science and technology. (c) Three functions that the family might perform are promoting social mobility to meet the needs of industrial society, promoting geographical mobility as they are better fitted to the need that modern industry has and also providing a reserve of army of female labour that can be taken on when extra workers are needed. Essay : Using material from item A and elsewhere

Using Material from Item B and Elsewhere Assess the Strengths and Limitation of Unstructured Interviews as a Means of Investigating Victims of Crime

1896 words - 8 pages Using material from Item B and elsewhere assess the strengths and limitation of unstructured interviews as a means of investigating victims of crime. Crime is an occurring situation in all societies which many sociologists have tried to explain, understand the causes and effects. Sociologists generally have a wide range of methods in which they can carry out to discover details or correlations in criminal behaviour in society; a common method

Using Material from Item a and Elsewhere, Assess the View That Social Class Differences in Educational Achievement Are the Result of School Process as Labelling

613 words - 3 pages Using material from Item A and elsewhere, assess the view that social class differences in educational achievement are the result of school process as labelling Self fulfilling prophecy streaming pupil subcultures Explain how these may create class differences in achievement Labelling is the process of attaching a definition or meaning to an individual or group; e.g. teachers may label a pupil as a ‘trouble’. Most of the time, this label

Using Material from Item a and Elsewhere, Assess the View That the Main Function of the Education System Is to Reproduce and Legitimise Social Inequalities

2354 words - 10 pages restricted to either Secondary Modern’s or technical schools. The difference being that middle class families provided their children with advantageous primary socialisation in the form of literature, using a wide vocabulary, etc which resulted in a stark difference in ability at the age of eleven. The system was highly criticised by saying that it did not allow fair opportunity for children from all social backgrounds so in response to this in

Using Material from Item a and Elsewhere, Asses the Contribution of Functionalism to Our Understanding of the Role of Education

618 words - 3 pages about the role of education in society. The following research will focus on the role of education from a Functionalist, Marxist and an Interactionalist's perspective. Functionalists think of education as a positive function for all individuals within society, which has a powerful influence over it. The aims of education in functionalism are to maintain social stability, keep society in consensus and resolve any conflict. Durkheim and Parsons

Using Material from Item a and Elsewhere Assess the View That the Education System Exists Mainly to Select and Prepare Young People for Their Future Work Roles

873 words - 4 pages secondary socialisation and oversees the change in values. It provides the transition for young people from particularistic (ascribed) values to universalistic (achieved) values – this then helps young people be ready for future work roles as they are taught norms and values which aren’t taught by the family. The education system also teaches people how to behave in a working environment; some people could say that school is a smaller version of the

Thesis Capstone

3576 words - 15 pages  of the  changes that came about is the online‐based applications. These applications improved the traditional‐ transaction processing systems. Thus, most universities switch to the online‐based system because of its  effectivity to acquire, process, store and retrieve information from the Internet. Moreover, the system is  accessible to all students’ information.Benguet State University (BSU) is still using a semi‐computer  based system and

Different Approach to Off-Line Handwritten Automatic Signature Recognition and Verification

2163 words - 9 pages scanned image of a signature (i.e person sign using pen on paper) by a scanner or camera and useful for automate verification of signatures on bank checks and documents. (5) (6) (7) (10) (11) The off-line has many difficulties such as variation within genuine signature, scanning device can add some noise, or the width of pen and less discriminative information because the signature is input to the system as image. So the off-line systems are more

Consumption Preferences Among College Students

5119 words - 21 pages potential skewed results from having students from just one of these Austin institutions represent our entire sample (due to arguable uniform school culture). Data Collection The collection of data for the study comes from quantitative as well as qualitative methods. The quantitative data was collected through a survey (questionnaire) using the online survey generator tool Qualtrics. We distributed the questionnaire among the sample and

Evaluating E-Business Leadership and Its Links to Firm Performance

4568 words - 19 pages hardware and software. Rather, competitive advantages are derived from the manner in which firms deploy IT to generate a unique set of resources and skills that are difficult to duplicate (Clemons, 1986, 1991; Clemons & Row, 1991; Mata, Fuerst, & Barney, 1995). This type of resources is firm specific, rare, imperfectly imitable, and not strategically substitutable by others create competitive advantages for firms (Barney, 1991). Grant (1991) extends the

Formulas of Calculating Charges

1930 words - 8 pages constructed by first extracting a DNA sample from body tissue or fluids such as hair, blood , saliva. The sample is then segmented using enzymes,& the segments are arranged by size using a process called electrophoresis. The segments are marked with probes & exposed on a x-ray film ,where they form a characteristic pattern of black bars of the DNA FINGERPRINT. If the DNA FINGERPRINT produced from two different samples match

Related Papers

Using Information From Item A And Else Where, Assess The View That ‘The Nuclear Family Functions To Benefit All Its Members And Society As A Whole.’

971 words - 4 pages Using information from item A and else where, assess the view that ‘the nuclear family functions to benefit all its members and society as a whole.’ (24 marks) According to Item A the nuclear family is the “ideal family type.” According to Murdock the nuclear family consists of a heterosexual couple that have at least one child. Murdock is a functionalist. Functionalists argue society is based on consensus (agreed norms and values). Consensus

The Contribution Of Developing A Theory From This Standard Of Care Is That It Can Express A New Unifying Idea About The Phenomenon Of Peaceful End Of Life For Terminally Ill Patients. It Allows For...

1831 words - 8 pages .[4] The word technology for the sister fields of Educational and Human Performance Technology means "applied science." In other words, any valid and reliable process or procedure that is derived from basic research using the "scientific method" is considered a "technology." Educational or Human Performance Technology may be based purely on algorithmic or heuristic processes, but neither necessarily implies physical technology. The word technology

Using Material From Item A And Elsewhere Assess The Different Sociological Explanations Of Suicide. (21 Marks)

1130 words - 5 pages exercise a social constraint which surpasses an individual. He argues that suicide is a social fact. Using quantitative data from official statistics, Durkheim analysed the suicide rates for various European countries and noted four regular patterns. The suicide rate for any given society remained more or less constant over time. When the rates of suicide did change, they coincided with other changes for example; they fell during war times but rose

Using Material From Item A And Elsewhere, Assess The Contribution Of Marxism To Our Understanding Of The Role Of Education

1545 words - 7 pages inequalities through the generations by ensuring that most working-class pupils experience educational failure. Education also legitimates this inequality, persuading the working class to accept educational and social inequalities. Other Marxists have also pointed to the existence of a hidden curriculum in schools. Using material from Item A and elsewhere, assess the contribution of Marxism to our understanding of the role of education. (20 marks) Marx