Selector de maxim Decizie Figura 7. Utilizarea clasificatorului Bayes risc minim la decizie corect i risc egal pentru toate deciziile incorecte este foarte frecvent, dar se bazeaz pe cunoaterea probabilitilor apriorice pentru fiecare clas i a costurilor deciziilor figura 7.
S presupunem c D1 X este maximul i Dk X valoarea cea mai mare urmtoare. Se introduce noiunea de marj de rejecie sau nivel de ncredere, care se calculeaz ca diferena prezentat anterior i numai depirea unui anumit prag pentru aceast valoare permite luarea deciziei.
Un prag se poate impune nu numai la diferena ntre maxime, dar de asemenea i la valorile absolute ale maximului. Se poate condiiona decizia i de faptul c valoarea maximului depeste un prag impus. Dac determinarea probabilitilor cerute nu se poate face convenabil, ca timp sau performane, printr-o faz experimental, atunci se poate pleca de la o distribuie de probabiliti aprioric cunoscut i definit analitic.
Aplicaii Acest curs nu constituie materie care trebuie nvat pentru examen!! Se cere doar s parcurgei lista de mai jos. Dac nu putei nelege ceea ce scrie aici n limba englez avei un handicap major care v va dezavantaja n oricare alt domeniu tehnic! Sunt avute n vedere aplicaii care se bazeaz pe extragerea de informaii din imagini i nu pe prelucrarea de imagini care produce noi imagini.
Sunt incluse numai dezvoltatori de aplicaii de vedere artificial i nu productori de senzori i echipamente pentru achiziia i prelucrarea de imagini.
Lista cuprinde doar firme care i prezint aplicaiile pe internet. Aceasta este i explicaia pentru care lipsesc, de exemplu, apliciile militare. Lista nu are pretenia de a fi complet, dar parcurgerea ei poate contribui la crearea unei mai bune nelegeri a impactului pe care acest domeniu l are azi asupra aplicaiilor practice.
Automobile driver assistance - Iteris Santa Ana, California. Lane departure and collision warning systems for trucks and cars. Used in overvehicles Also creates traffic monitoring systems. Vision systems that warn automobile drivers of danger, provide adaptive cruise control, and give driver assistance.
Free-head eye-tracker using computer vision technologies. Systems to track eye and gaze position. Applications include detection of drowsiness or inattention in drivers. Eye and gaze tracking systems. Uses multiple cameras to provide precise tracking in tennis, cricket, and other sports for refereeing and commentary.
Creates photorealistic 3D visualization of sporting events for sports broadcasting and analysis. Systems for tracking sports action to provide enhanced broadcasts. Develops Piero system for sports analysis and augmentation. Systems for tracking sports players and Stanford pierdere in greutate pleasanton ball in real time, using some human assistance.
Vision systems to provide real-time graphics augmentaion for sports broadcasts. Film and Video - 2d3 Oxford, UK. Systems for tracking objects in video or film and solving for 3D motion to allow for precise augmentation with 3D computer graphics. A markerless tracking system for the human face that can be used to map detailed motion and facial expressions to synthetic characters. Computer vision software for the film and video industries. Uses computer vision methods to track consistent regions in video and insert virtual advertising.
Provides 3D tracking of points on the human face or other surfaces for character annimation. Uses invisible phosphorescent makeup to provide a random texture for stereo matching. Systems for creating virtual television sets, sports analysis, and other applications of real-time augmented reality. Video content management and delivery, including object identification and tracking.
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Tracks human gestures for playing grames or interacting with computers. Provides motion sensing and gesture recogntion for the Xbox gaming system. Creates 3D depth maps and registed images in real time using projected infrared light patterns and a single camera. Sold over 8 million units in the first 60 days, which makes it the fastest selling consumer electronics device Wikipedia.
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Interactive advertising for projected displays that tracks human gestures. Sales were over 10 million units by Wikipedia General purpose vision systems - Cognex Natick, Massachusetts is one of the largest machine vision companies employees, Develops systems for inspection and localization tasks, people counting, and many other areas.
Hoover's - Evolution Robotics Pasadena, California. Vision systems for object recognition and navigation. Applications include mobile robotics and grocery retail. Develops integrated vision and navigation solutions for household robots. Software and hardware for machine vision applications. Vision software and systems used for many applications, including inspection, biomedical, and security. Laser-based 3D vision systems for use on the space shuttles and other applications.
Vision systems for high-speed tracking and mobile robots.
Prolog: pe scena lumii s-au ivit Dureri amare şi întunecate. Dar scriitorul numai spre sfîrşit Al dramei înţeles va să-l arate. Cuvînt înainte Nu s-ar putea spune că manuscrisul Everhard este un important document istoric.
Real-time stereo vision systems, spherical vision systems, and imaging hardware. Vision systems for tracking, registration, navigation, biometrics, and other applications. Systems for tracking head position and eye gaze direction.
Smart cameras for industrial inspection and other applications. Trainable vision systems for performing recognition.
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Developed the leanXcam, a low-cost intelligent camera using open source software. Produces real-time stereo vision systems that use a custom chip for fast stereo matching.
Developing a low-cost real-time sensor for measuring speed using an approach modeled on vision in the fruit fly. Vision systems for high accuracy measurement and other applications. Vision systems for inspection, manufacturing, logistics, traffic management, and other applications.
Has developed a system for accurate scanning of 3D objects for the automotive and other industries. The system uses a 4-camera head with projection of textured illumination to enable accurate stereo matching.
Creates 3D laser scanning systems for automotive and other applications. Systems for inspection and process Stanford pierdere in greutate pleasanton in semiconductor manufacturing.
Automated inspection systems for printed circuit boards and flat panel displays. Vision systems for the baked goods industry. Systems monitor bake color, shape, and size of bread, cookies, tortillas, etc.
Vision systems for inspecting and grading fruits and vegetables. Systems to inspect output from high-speed printing presses. Yoqneam, Israel. Vision systems for textile inspection and other applications.
Laurel, New Jersey. Vision systems for print quality inspection and other applications. Inspection for the printing and packaging industries. Industrial automation and inspection: Other - Adept Pleasanton, California. Industrial robots with vision for part placement and inspection. Vision systems for the plastics industry. Inspection systems for optical media, sealants, displays, and other industries.
Develops 3D scanners for sawmills and other applications. Vision systems for industrial inspection tasks, including food processing, glassware, medical devices, and the steel industry. Develops 3D vision systems using laser sensors for inspection of wood products, roads, automotive manufacturing, and other areas.
Vision systems for inspection and other applications. Inspection systems for quality control. Vision systems for automotive, pharmaceutical, electronics, and other industries.
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Industrial mobile robots that use vision for mapping and navigation. Cât timp să pierzi grăsime squishy computer vision systems for inspection and automation. Laser-based inspection and templating systems. Vision systems for suface inspection and sports vision applications.
Medical Stanford pierdere in greutate pleasanton biomedical - Claron Technology Toronto, Canada. Uses real-time stereo vision to detect and track the pose of markers for surgical applications.
Software for medical image analysis and diagnosis based on computer vision research. Laurent, Quebec, Canada.
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Software for biomedical and other scientific image analysis. Visual search for smartphones, photo management, and other applications. Visual product recognition and search for mobile devices. Image recognition and product search for camera phones. Owned by Amazon A9. Develops software for creating 3D stereo views, including stereo mosaicing. Develops the Autopano Pro software for automated panorama stitching of digital images. Also provides high-dynamic-range imaging by combining multiple exposures.
People tracking - Brickstream Atlanta, GA. Tracking people within stores for sales, marketing, and Stanford pierdere in greutate pleasanton. Reveal Auckland, New Zealand. Systems for counting and tracking pedestrians using overhead cameras. Tracking people in stores to improve marketing and service.
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The Poseidon System monitors swimming pools to warn of accidents and drowning victims. Systems for biometric face recognition.
Fingerprint recognition systems with a novel sensor.