Enhance Your Learning with Image Processing Flash Cards for quick understanding
The analysis and manipulation of a digitized image using mathematical and computational algorithms.
The smallest controllable element of a picture represented on a screen or digital image.
A technique used to improve the contrast of an image by redistributing the intensity values.
The process of removing unwanted artifacts or disturbances from an image.
A method of lossy compression for digital images, widely used for storing and transmitting photographic images on the internet.
The process of identifying points in a digital image where the brightness of the pixels changes sharply.
A feature extraction technique used in image analysis for detecting simple shapes such as lines, circles, and ellipses.
A method of image segmentation that separates objects from the background based on pixel intensity.
The automated recognition of patterns and regularities in data, often used in image analysis for object recognition.
A class of deep, feed-forward artificial neural networks most commonly applied to analyzing visual imagery.
A mathematical transform that decomposes a function of time or space into its constituent frequencies.
The process of transforming different sets of data into one coordinate system, often used in medical imaging and remote sensing.
The process of quantifying texture properties in an image, often used for image classification and segmentation.
An algorithm in computer vision to detect and describe local features in images.
A statistical procedure used to convert a set of observations of possibly correlated variables into a set of values of linearly uncorrelated variables called principal components.
An image consisting of only two pixel values, often used in image segmentation and analysis.
The process of finding the corners or interest points in an image, often used in feature detection and matching.
The study of the structure and form of images, often used in shape analysis and object recognition.
The process of modifying the pixels in an image to enhance certain features or remove unwanted details.
A feature descriptor used in object detection for representing the local object appearance and shape within an image.
The process of partitioning a digital image into multiple segments to simplify and/or change the representation of an image.
The process of automatically extracting features from an image to represent meaningful information for further processing.
The process of identifying and detecting an object or feature in a digital image or video.
The process of removing noise from an image to improve its quality and visual appearance.
The process of estimating the value of new pixels based on the known values of surrounding pixels, often used in image resizing and rotation.
The process of distorting an image to change its shape or perspective, often used in image registration and transformation.
A multi-scale representation of an image, often used in image blending, texture analysis, and object detection.
The process of combining multiple images with overlapping fields of view to produce a panoramic image.
The process of transforming one image into another through a seamless transition, often used in animation and special effects.
The process of accurately extracting the foreground object from an image for further manipulation or compositing.
The process of filling in missing or damaged parts of an image, often used in photo restoration and editing.
The process of removing blurring effects from an image caused by motion, defocus, or other factors.
The process of enhancing the resolution of an image to reveal more details, often used in medical imaging and surveillance.
The process of reducing the size of an image file to save storage space and facilitate efficient transmission.
The process of embedding a digital mark or logo into an image for copyright protection or authentication.
The application of image processing techniques to analyze and authenticate digital images for legal and investigative purposes.
The process of finding corresponding points or regions between two images, often used in image registration and object tracking.
The process of categorizing an image into predefined classes or labels based on its visual content.
The process of adding metadata or descriptive tags to an image for organization and retrieval purposes.
The process of searching and retrieving images from a large database based on visual similarity or content-based queries.
The process of interpreting and extracting meaningful information from images, often used in artificial intelligence and machine learning.
The process of generating new images based on existing visual data, often used in computer graphics and virtual reality.
The process of generating a 2D image from a 3D model or scene, often used in computer-aided design and video games.
The process of extracting quantitative information from an image to understand its content and structure.
The diverse range of fields and industries where image processing techniques are applied, including medical imaging, remote sensing, robotics, and more.