II. REVIEW OF RELATED LITERATURE Image processing plus computer vision together can replace human eye with machine eye to analyze things in the view. In all spheres of life, digital image processing technology has advanced significantly in recent years. It may involve classifying or measuring a good or service used in agriculture, security and military, and medical diagnostics, among many other fields.
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- What is the concept of computer vision in computer science, and how is it used to analyze and interpret visual data from the real world? Discuss the different techniques used in computer vision, including feature extraction, object recognition, and image segmentation, and provide examples of applications such as facial recognition, autonomous vehicles, and medical imaging.The field of computer science known as "computer vision" investigates the capabilities of computers to see and understand moving images and still photographs. Understanding visual inputs, extracting complex information that may be used in other machine learning tasks, and presenting this information back to the user are all part of computer vision. Explain When applied to human recognition, how does the haarcascade classifier work?Need MCQ answers1. Which of the following is not an area of artificial intelligence research ( ) a. Machine learningb. Image processingc. Natural language processing d. Principles of compilation 2. Machine translation belongs to which of the following fields of application? ( ) a. Naturallanguagesystem b. Machinelearningc. Expertsystemd. Humansensory 3. In addition to knowledge base, the main components of expert system include ( ) a. InterpretationModuleb. Man-machineinterfacec. Knowledgeacquisitionmodule d. Inferencemachine 4. Which of the following search algorithms is complete ( ) a. Breadth First search b. Depth first search c. Deletion policy d. Linear input strategy 5. For the training data, the greater its information entropy is, the more information it contains.( ) a. No b. Yes 6. If we want to carry out UCS, which of the tool we’d better use( ) a. Stackb. Queuec. Priority queue d. All of the above 7. When using the A* algorithm, for f(x)=g(x)+h(x), if g(x)=0,…
- Mark the following True/False questions using T for True and F for False. Please mark in front of each question number. ___ 4. PET mathematically reconstructs an image from X-ray-attenuation values that have beenmeasured from multiple angles.___ 5. PACS is an integrated computer system that acquires, stores, retrieves, and displaysdigital images.___ 6. A band-stop filter attenuates frequencies within a certain range and passes frequenciesoutside that range.What is the concept of artificial intelligence in computer science, and how is it used to enable machines to perform tasks that typically require human intelligence, such as speech recognition, natural language processing, and computer vision? Discuss the different types of artificial intelligence, including machine learning, deep learning, and reinforcement learning, and provide examples of applications such as image recognition and language translation.Good day Respectable Engineers! I am thinking of an innovation for our thesis project. Most of the thesis already have Artificial Intelligence through image classification that will train data points in order to identify objects for the visually impaired. Another concept is the object will be detected using camera and it will try to speak/notify the impaired person that there is an object "chair". There is also a work on translation, like real time translation from speech to text, or speech to speech, it very useful and has a lot of future scope that many tech companies are already working on this technology which is not published yet on the internet. There are many available research that can be found in the internet. Now, we need to make another one that will make a difference to the previous studies. What can you suggest/recommend to innovate in our thesis that will be a unique one with extra features or specifications from the existing project/product? Please help us in our…
- Prepare and submit an in-depth report, complete with references. The six layers of our computer science hierarchical framework are as follows: research in computational theory and computer hardware The computer itself completes the hierarchy. Programs include: Level 5 Global Applicability in 4th grade schooling At the sixth level, are there issues with social computing as a whole?(a) Every invention or innovation is brought about by the successful application of a physical or chemical principle or theory (like the law of gravity, law of floatation etc.). With this in mind, identify any three recent inventions and briefly detail the principles on which they are based on and how they operate. (b) Computers follow the same basic logical structure and perform five basic operations for converting raw input data into information. As an IT professional, technically explain in detail how processing is done from the input device such as keyboard through the activities of the central processing unit and memory. Illustrate these processes and explain how the data outputs onto your output devices such as the screen. (c) You have been short listed for an interview for promotion by your company based on your current program of study. One of the panel members ask you a simple question, “What is your “strength or strong hold” in your current field of study and what…In attempting to understand the workings of the human brain, some scientists have resorted to using the digital computer as a model that can be investigated, modified, and manipulated in ways that the brains of living humans can not. Using the computer as a stand-in for the brain in this instance is an example of
- Provide details for each of the environments stated below. State any assumptions in your reasoning: a. 8-puzzle b. Image Analysis c. Mars Rover d. Backgammon e. Factory Assembly Line Robotic ArmAssume that an imaging system's display and printer aren't fully calibrated. In print, a picture that seems balanced on the monitor appears cyan. Describe broad modifications that may help to balance things out.IV. Based on the disadvantages indicted above discuss at least two ways the technologycan be improved.V. You are encouraged to use graphs, graphics, tables, videos and any multimedia toenhance your write-up.