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Computer Vision System Mimics Human Visualization

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A computer vision system that can identify objects based on the same method of visual learning that humans use has been developed at the UCLA Samueli School of Engineering. The system could be an advance in computer vision and a step toward general artificial intelligence (AI) systems, that is, computer systems that learn on their own, are intuitive, make decisions based on reasoning, and interact with humans in a more humanlike way. Current computer vision systems are not designed to learn on their own. They must be trained on exactly what to learn, usually by reviewing thousands of...Read full article

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    Published: December 2018
    Glossary
    vision
    The processes in which luminous energy incident on the eye is perceived and evaluated.
    machine learning
    Machine learning (ML) is a subset of artificial intelligence (AI) that focuses on the development of algorithms and statistical models that enable computers to improve their performance on a specific task through experience or training. Instead of being explicitly programmed to perform a task, a machine learning system learns from data and examples. The primary goal of machine learning is to develop models that can generalize patterns from data and make predictions or decisions without being...
    artificial intelligence
    The ability of a machine to perform certain complex functions normally associated with human intelligence, such as judgment, pattern recognition, understanding, learning, planning, and problem solving.
    machine vision
    Machine vision, also known as computer vision or computer sight, refers to the technology that enables machines, typically computers, to interpret and understand visual information from the world, much like the human visual system. It involves the development and application of algorithms and systems that allow machines to acquire, process, analyze, and make decisions based on visual data. Key aspects of machine vision include: Image acquisition: Machine vision systems use various...
    computer vision
    Computer vision enables computers to interpret and make decisions based on visual data, such as images and videos. It involves the development of algorithms, techniques, and systems that enable machines to gain an understanding of the visual world, similar to how humans perceive and interpret visual information. Key aspects and tasks within computer vision include: Image recognition: Identifying and categorizing objects, scenes, or patterns within images. This involves training algorithms...
    Research & TechnologyeducationUCLASamueli School of EngineeringImagingvisionmachine learningartificial intelligenceAImachine visioncomputer visionTech Pulse

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