Rajiv Gandhi Proudyogiki Vishwavidyalaya (RGPV) B.Tech Image Processing and Computer Vision Notes PDFs for Computer Science Engineering (CSE)
Image Processing and Computer Vision Definition
Image processing is the manipulation of digital images in order to improve their quality or extract useful information. Computer vision is concerned with enabling machines to interpret and comprehend visual information in the same way that humans do.
Contribution to Improved Visual Understanding
Image processing and computer vision are crucial in improving machines’ ability to perceive and comprehend the visual world, resulting in a wide range of applications.
Importance of Image Processing and Computer Vision
Making Automation and Robotics Possible
Image processing and computer vision are critical for developing self-navigating systems and robots that can interact with their surroundings.
Artificial Intelligence Applications in Motion
Computer vision is at the heart of many artificial intelligence applications, including image recognition, natural language processing, and self-driving cars.
Medical Imaging and Healthcare Advancement
Image processing and computer vision have transformed medical imaging, allowing for more accurate diagnosis, treatment planning, and surgical guidance.
Course Objectives:
Understanding the Fundamentals of Digital Imaging
Students learn the fundamentals of digital image processing, such as image representation, pixel operations, and colour models.
Techniques for Image Enhancement and Restoration
Techniques for improving image quality, reducing noise, and restoring damaged images are covered in the curriculum.
Object Recognition and Feature Extraction
Students investigate techniques for identifying and extracting features from images, as well as recognising objects within them.
Computer Vision Using Deep Learning
Deep learning techniques are introduced in the curriculum for solving complex computer vision tasks such as image classification and object detection.
RGPV B.Tech Computer Science Engineering (CSE) Image Processing and Computer Vision (CS803) Notes
Unit-1: DOWNLOAD PDF
Unit-2: DOWNLOAD PDF
Unit-3: DOWNLOAD PDF
Unit-4: DOWNLOAD PDF
Unit-5: DOWNLOAD PDF