Video Compressive Sensing, by Prof. Larry Carin





Title: Video Compressive Sensing
Speaker: Prof. Larry Carin (Duke University)
Date: Monday, 22 April 2013

Abstract: A Gaussian mixture model (GMM) based algorithm is pro- posed for video reconstruction from temporally-compressed video
measurements. The GMM is used to model spatio-temporal video patches, and the reconstruction can be efficiently computed based on analytic expressions. The GMM-based inversion method benefits from online adaptive learning and parallel computation. We demonstrate the efficacy of the proposed inversion method with videos reconstructed from simulated compressive video measurements, and from a real compressive video camera. We also use the GMM as a tool to investigate adaptive video compressive sensing, i.e., adaptive rate of temporal compression.

About the Speaker: Prof. Carin is the Chair of the EE Dept at Duke University. In the past several years he has led a group at Duke which has carried out pioneering work in signal processing and analysis, especially in the area of compressive sensing and its applications to sensor design.

video and editing by me.

Slides posted to http://wdjoyner.org/video/carin/, by permission.

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HOW IT WORKS: Car Differential (720p HD) – Best New





This educational video describes how a car differential works in modern vehicles. In automobiles and other wheeled vehicles, the differential allows the outer drive wheel to rotate faster than the inner drive wheel during a turn. When power is applied, its necessary for vehicle turns, making the wheel that is traveling around the outside of the turning curve roll farther and faster than the other. The average of the rotational speed of the two driving wheels equals the input rotational speed of the drive shaft. An increase in the speed of one wheel is balanced by a decrease in the speed of the other. When used in this way, a differential couples the input shaft (or prop shaft) to the pinion, which in turn runs on the ring gear of the differential. This also works as reduction gearing. On rear wheel drive vehicles the differential may connect to half-shafts inside an axle housing, or drive shafts that connect to the rear driving wheels. Front wheel drive vehicles tend to have the pinion on the end of the main-shaft of the gearbox and the differential is enclosed in the same housing as the gearbox. There are individual drive-shafts to each wheel.

For more online information on the differential go:
https://en.wikipedia.org/wiki/Differential_(mechanical_device)

HOW IT WORKS full playlist:

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128# РЕДКОЕ АВТО – Chevrolet El Camino 1970. Интервью. Дальнобой по США и Канаде. TRUCK DRIVER VLOG





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