Important RGPV Question
AL-701 Computer Vision
VII Sem, AIML
UNIT-I
Q.1 What is computer vision? And how does it differ from traditional image processing? (RGPV Nov 2023)
Q.2 Explain the difference between gray scale and colour image. (RGPV Nov 2023)
Q.3 Describe the concept of data type conversion in image processing. How does it impact image quality and storage? (RGPV Nov 2023)
UNIT-II
Q.1 Describe the operations of erosion and dilation in binary image processing. How can these operations be used for noise removal and object size modification in binary images? (RGPV Nov 2023)
Q.2 Explain the concept of thresholding in binary image processing. How can you choose an optimal threshold value for a given image? Provide an example. (RGPV Nov 2023)
Q.3 Provide an algorithm or method for performing connected component analysis on a binary image. Explain the steps involved. (RGPV Nov 2023)
UNIT-III
Q.1 Explain the concept of image enhancement and its importance in image processing. Provide examples of scenarios where image enhancement is necessary. (RGPV Nov 2023)
Q.2 Define colour transforms in image processing. Provide an example of a colour transform and explain how it alters the appearance of an image? (RGPV Nov 2023)
Q.3 Discuss scenarios where precise colour adjustment is essential, and how curves can be employed to achieve the desired result. (RGPV Nov 2023)
Q.4 Describe a real-world application where image smoothing is necessary, and specify which type of blur filter would be most appropriate. (RGPV Nov 2023)
Q.5 Explain the role of convolution in image filtering. How is a filter (kernel) applied to an image using convolution? (RGPV Nov 2023)
Q.6 Define image smoothing and its role in image processing. Why is it essential to reduce noise or enhance an image’s appearance? (RGPV Nov 2023)
UNIT-IV
Q.1 What is image segmentation and how is it related to image recognition? Describe the steps involved in segmenting objects within an image. (RGPV Nov 2023)
Q.2 Explain the Canny Edge detection algorithm, including its key steps and the role of various parameters. (RGPV Nov 2023)
UNIT-V
Q.1 What is OpenCV, and how is it used in deep learning for computer vision tasks? (RGPV Nov 2023)
Q.2 Define gesture recognition in the context of computer vision. How does it enable human-computer interaction? (RGPV Nov 2023)
— Best of Luck for Exam —
