Computer vision - Object Recognition

Computer vision is the study and application of methods which allow computers to "understand" image content or content of multidimensional data in general. The term "understand" means here that specific information is being extracted from the image data for a specific purpose: either for presenting it to a human operator (e. g., if cancerous cells have been detected in a microscopy image), or for controlling some process (e. g., an industry robot or an autonomous vehicle). The image data that is fed into a computer vision system is of ...

Including:

• Computer vision - State of the art
• Computer vision - Examples of applications for computer vision
• Computer vision - Typical tasks of computer vision
• Computer vision - Object Recognition
• Computer vision - Optical Character Recognition
• Computer vision - Tracking
• Computer vision - Scene interpretation
• Computer vision - Egomotion
• Computer vision - Computer Vision Systems
• Computer vision - Image acquisition
• Computer vision - Preprocessing
• Computer vision - Feature extraction
• Computer vision - Registration
• Computer vision - Related Fields
• Computer vision - A University Video Communication on Model-Based Computer Vision
• Computer vision - Applications

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The field of computer vision can be characterized as immature and diverse. Even though earlier work exists, it was not until the late 1970's that a more focused study of the field started when computers could manage the processing of large data sets such as images. However, these studies usually originated from various other fields, and consequently there is no standard formulation of the "computer vision problem". Also, and to an even larger extent, there is no standard formulation of how computer vision problems should be solved. Instead, ...

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Computer vision, Computer vision - State of the art, Computer vision - Examples of applications for computer vision, Computer vision - Typical tasks of computer vision, Computer vision - Object Recognition, Computer vision - Optical Character Recognition, Computer vision - Tracking, Computer vision - Scene interpretation, Computer vision - Egomotion, Computer vision - Computer Vision Systems, Computer vision - Image acquisition, Computer vision - Preprocessing, Computer vision - Feature extraction, Computer vision - Registration, Computer vision - Related Fields, Computer vision - A University Video Communication on Model-Based Computer Vision, Computer vision - Applications

Read more here: » Computer vision: Encyclopedia II - Computer vision - State of the art

In the related fields machine vision and medical imaging, systems using computer vision techniques are sold in markets worth billions of US dollars per year. One interesting application of computer vision, commonly used in the creation of visual effects for cinema and broadcast, is camera tracking or matchmoving. Computer vision also finds its applications in medicine, military industry, security and surveillance, quality inspection, robo ...

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Computer vision, Computer vision - State of the art, Computer vision - Examples of applications for computer vision, Computer vision - Typical tasks of computer vision, Computer vision - Object Recognition, Computer vision - Optical Character Recognition, Computer vision - Tracking, Computer vision - Scene interpretation, Computer vision - Egomotion, Computer vision - Computer Vision Systems, Computer vision - Image acquisition, Computer vision - Preprocessing, Computer vision - Feature extraction, Computer vision - Registration, Computer vision - Related Fields, Computer vision - A University Video Communication on Model-Based Computer Vision, Computer vision - Applications

Read more here: » Computer vision: Encyclopedia II - Computer vision - Applications

Advanced systems are often borrowing from many different fields like pattern recognition, statistical learning, projective geometry, image processing, graph theory and other. Cognitive computer vision is strongly related to cognitive psychology and biological computation. Computer vision - A University Video Communication on Model-Based Computer Vision. Joseph Mundy in a University Video Communication on Model-Based Computer Vision (1987): "What do students need to l ...

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Computer vision, Computer vision - State of the art, Computer vision - Examples of applications for computer vision, Computer vision - Typical tasks of computer vision, Computer vision - Object Recognition, Computer vision - Optical Character Recognition, Computer vision - Tracking, Computer vision - Scene interpretation, Computer vision - Egomotion, Computer vision - Computer Vision Systems, Computer vision - Image acquisition, Computer vision - Preprocessing, Computer vision - Feature extraction, Computer vision - Registration, Computer vision - Related Fields, Computer vision - A University Video Communication on Model-Based Computer Vision, Computer vision - Applications

Read more here: » Computer vision: Encyclopedia II - Computer vision - Related Fields

A typical computer vision system can be divided in the following subsystems: Computer vision - Image acquisition. The image or image sequence is acquired with a imaging system (camera,radar,lidar,tomography system). Often the imaging system has to be calibrated before being used. Computer vision - Preprocessing. In the preprocessing step, the image is being treated with "low-level"-operations. The aim of this step is to do noise reduction on the image (i.e. to dissociate ...

See also:

Computer vision, Computer vision - State of the art, Computer vision - Examples of applications for computer vision, Computer vision - Typical tasks of computer vision, Computer vision - Object Recognition, Computer vision - Optical Character Recognition, Computer vision - Tracking, Computer vision - Scene interpretation, Computer vision - Egomotion, Computer vision - Computer Vision Systems, Computer vision - Image acquisition, Computer vision - Preprocessing, Computer vision - Feature extraction, Computer vision - Registration, Computer vision - Related Fields, Computer vision - A University Video Communication on Model-Based Computer Vision, Computer vision - Applications

Read more here: » Computer vision: Encyclopedia II - Computer vision - Computer Vision Systems

Another way to describe computer vision is in terms of applications areas. One of the most prominent application fields is medical computer vision or medical image processing. This area is characterized by the extraction of information from image data for the purpose of making a medical diagnosis of a patient. Typically image data is in the form of microscopy images, X-ray images, angiography images, ultrasonic images, and tomography images. An example of information which can be extracted from such image data is detection of tumours, arteri ...

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Computer vision, Computer vision - State of the art, Computer vision - Examples of applications for computer vision, Computer vision - Typical tasks of computer vision, Computer vision - Object Recognition, Computer vision - Optical Character Recognition, Computer vision - Tracking, Computer vision - Scene interpretation, Computer vision - Egomotion, Computer vision - Computer Vision Systems, Computer vision - Image acquisition, Computer vision - Preprocessing, Computer vision - Feature extraction, Computer vision - Registration, Computer vision - Related Fields, Computer vision - A University Video Communication on Model-Based Computer Vision, Computer vision - Applications

Read more here: » Computer vision: Encyclopedia II - Computer vision - Examples of applications for computer vision

Computer vision - Object Recognition. Detecting the presence of known objects or living beings in an image, possibly together with estimating the pose of these objects. Examples: Searching in digital images for specific content (content-based image retrieval) Recognizing human faces and their location in images. Estimation of the three-dimensional pose of humans and their limbs Detection of objects which are passing through a manufacturing process, e.g., on a conveyor belt, and estimation of their po ...

See also:

Computer vision, Computer vision - State of the art, Computer vision - Examples of applications for computer vision, Computer vision - Typical tasks of computer vision, Computer vision - Object Recognition, Computer vision - Optical Character Recognition, Computer vision - Tracking, Computer vision - Scene interpretation, Computer vision - Egomotion, Computer vision - Computer Vision Systems, Computer vision - Image acquisition, Computer vision - Preprocessing, Computer vision - Feature extraction, Computer vision - Registration, Computer vision - Related Fields, Computer vision - A University Video Communication on Model-Based Computer Vision, Computer vision - Applications

Read more here: » Computer vision: Encyclopedia II - Computer vision - Typical tasks of computer vision