CSC567 Temporal Media Processing Assignment Example Malaysia
This course provides a broad introduction to multimedia signal processing. The course is designed for students who want an understanding of the fundamentals in order to make more informed decisions on what they are doing with their lives, whether it be designing software or actually coding! Through this class, you’ll learn about how audio signals work and what can happen when they’re processed digitally which will lead into other topics like compression methods that have been used by professionals since forever but might not always get talked about because most people just use them out of habit without really knowing why things were done certain ways back then.
Other topics include digital video compression methods, image processing which will show you how to process images using the same methods that professionals use in their daily jobs, voice recognition/synthesis technologies which is a big deal these days especially with Apple’s Siri. We’ll even talk about how to manipulate data in various ways for things like touch screens and more. Everything is presented with a focus on real-world applications of the techniques that have been used by professionals in the industry for many years and not just some watered-down public domain information you can find on a thousand Internet forums already.
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This course is not easy and if you’re looking for an “Introduction to Multimedia Signal Processing” without needing to learn the math behind things, this isn’t for you. I’m going to assume that you already understand basic Calculus and know how to code in at least one programming language.
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The following questions are the sample of the learning outcomes for the CSC567 Temporal Media Processing assignment.
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Assignment Task 1: Explain the basic concepts of multimedia signals and processing.
The term multimedia signals has been used to describe the technologies that have been developed because of our rapidly changing world. This includes presentations, video production, audio production, graphical design and real time broadcasting. In presentations one frequently sees videos, PowerPoint slides with sound effects and background music accompanying a verbal presentation. It also encompasses live coverage of events such as concerts or conferences which are transmitted by satellite or microwave to integrate both audio and video in a single transmission for reception on TV sets at home.
One can even say that much work done in telecommunications is now multimedia since it involves linking together many media systems into a larger system where the user may interactively request anything from any separate part of that larger system at any moment during its operation because they’re all interconnected. It is possible to integrate the analogue world of telecommunications with new digital technology, probably because both are based on waves, which is an advantage over electronics for example, where devices work by switching on and off.
It is not surprising that multimedia has become more popular in recent years due to the rapid development of technology . There is also more interest in it because of the need to introduce relevant training for students who are expected to need multimedia skills. For example, the MSc course at City University is called “Multimedia Technology” and is developed using IT skills .
Assignment Task 2: Construct practical skills in multimedia signal processing.
The most used multimedia signal processing algorithms are the architecture-specific ones that exist for systems such as ARM. These architectures were designed to carry out specific tasks, and this makes them very fast or efficient. Using them only to carry out a single task will generally result is higher efficiency than using a more general algorithm on all platforms. Implementing these is therefore an optimization strategy if you know your code will use an architecture with those particular features; otherwise it’s not worth implementing those architectural specifics in the code.
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Furthermore, as with any optimization strategy, there’s always some cost involved (usually in terms of speed) when carrying it out, but what you gain may make up for it. Whether architecture-specific optimizations should be carried out depends on the problem you are solving. You should therefore try to make architecture-independent algorithms run as fast as possible before you start optimizing the code for a specific architecture.
You can always code for a specific architecture, but try not to fall into the trap of making your code completely architecture-dependent. If you do, there’s no way it will run faster on another platform (other than the same with which it was written); this is what is meant by “optimizing for one architecture”. There are certain steps that can be avoided when you are optimizing for one architecture, but they will still be needed if you should want to make your code run on another platform. Consequently, this is probably quite a controversial statement.
Assignment Task 3: Illustrate problem solving in multimedia signal processing.
In multimedia signal processing, there is a myriad of distortion and noise that requires the application of various filters and transformations to solve. One distortion might be caused by impulse or white noise; another by linearizing an audio session; while the third might be due to image misalignment. Solutions often vary greatly depending on the specific nature of the problem at hand, but understanding what it means for an individual component to be ‘solved’ can elucidate some fundamental concepts in this field.
The essential goal of multimedia signal processing is to improve the quality perceptually – to make it sound better and look better. There are a number of stages which must be completed before this task can be achieved: coding the original analog information into a digital representation; transmitting it through some medium, usually satellite or cable TV; storing it on disk at an interim location; and finally decoding it again at some point downstream from its original acquisition point, where it is finally broadcast to the home viewer or listened to by a radio listener.
One of the most well-known problems in Multimedia Signal Processing is selecting an encoder to prepare a data file for proper playback on different devices. Suppose you have two video files that are identical except one is approximately twice as long as the other, and both are 1920x1080p, 30 frame/sec videos. The first step would be to determine which file will take up less storage space by coding it at a lower bitrate. You import your media into MPEG Streamclip to see what the Compression window reports for each file’s bitrates, calculating how much disk space they’ll still take up after being encoded. The second step would be converting the longer 45-minute video to half its length so that it’s 1080p, 30fps video. The last step would be to compare the visual quality of both videos at a viewing distance and determine whether your compression scheme for each file was an improvement over its original state.
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