Real-Time Image Processing — MCQs | Digital Image Processing

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1. What is the primary goal of real-time image processing?



2. Which of the following hardware is most commonly used for real-time image processing acceleration?



3. Which property is critical in systems requiring real-time image processing?



4. Which algorithm is typically used for motion detection in real-time video?



5. What is a common use case of real-time image processing?



6. Which method helps reduce motion blur in real-time image processing?



7. Which type of filter is efficient for edge detection in real-time applications?



8. Which language is commonly used for real-time image processing due to its speed?



9. In real-time face detection, which algorithm is commonly used?



10. Which of the following supports real-time video frame acquisition?



11. What does frame rate refer to in real-time video processing?



12. Which technique helps reduce delay in real-time streaming?



13. Which memory type is preferred for fast access in real-time systems?



14. What is the role of OpenCV in real-time image processing?



15. Which of the following is used to handle parallel processing in real-time image tasks?



16. Which resolution is considered optimal for real-time object detection on embedded devices?



17. Which application is an example of real-time image classification?



18. In real-time traffic monitoring, what helps track vehicle movement?



19. Which platform is widely used for deploying real-time vision systems in robotics?



20. Which metric is crucial for evaluating real-time image system performance?



21. What kind of system is used in real-time surveillance video analytics?



22. Which deep learning model supports real-time object detection efficiently?



23. Which embedded system is often used in real-time image processing?



24. Which of the following algorithms enables real-time pose estimation?



25. Which OpenCV function is used for capturing video from a camera in real time?



26. What is the purpose of buffering in real-time video systems?



27. Which technology supports real-time 3D object tracking?



28. Which compression format is commonly used in real-time streaming?



29. Which framework supports GPU acceleration for real-time deep learning models?



30. Which parameter is adjusted to improve real-time frame processing rate?



31. Which edge detection technique is commonly used in real-time systems due to efficiency?



32. Which feature of real-time systems ensures tasks are completed within deadline?



33. Which camera property affects the responsiveness in real-time video?



34. Which of the following causes delay in real-time image processing?



35. Which technique is used to reduce noise in real-time video feed?



36. Which optimization is essential for embedded real-time systems?



37. Which of the following contributes to real-time object tracking?



38. Which color space is often used in real-time tracking for skin detection?



39. Which algorithm allows real-time background subtraction?



40. Which network architecture is designed for real-time segmentation?



41. Which kind of filter is used for smoothing in real-time processing?



42. Which of the following accelerates real-time video analytics in cloud services?



43. Which system component helps maintain frame sync in real-time video processing?



44. Which tool is commonly used to evaluate real-time model performance?



45. Which system architecture is suitable for real-time video surveillance?



46. Which of the following is a limitation in real-time image processing?



47. Which of the following is an example of real-time feedback from a vision system?



48. Which programming concept improves speed in real-time image processing?



49. Which metric defines the time delay between input and response?



50. Which camera type is often used in real-time industrial inspection?



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