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Study on method of detecting preceding vehicle Jilin university, CHINA 2004 IEEE CNF
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流程圖 Detecting possible object Measure of symmetry Distance Detction
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Character of Target Vehicle Gray characteristics Boundary characteristics Symmetry characteristics
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Detecting possible object The triangle area is called the primary area of interesting
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Detecting possible object G(r) is the mean value of the pixel gray on r row rb(r) is the coordinate of pixel on right end of r row in the primary area of interesting lb(r) is the coordinate of pixel on left end of r row in the primary area of interesting g(r,c) is a gray of pixel(r,c) on r row
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Detecting possible object
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P(x k ) is probability of the gray value x k
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Detecting possible object
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Identifying area of interesting
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Measure of symmetry w is the width of symmetry area x s is origin u = x-x s
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Measure of symmetry Energy function The Energy function of even function and odd function
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Measure of symmetry Transform the even function let its mean value is also zero.
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Measure of symmetry The range of symmetry measure is (-1,1) s=1, it is a full symmetry s=-1, it is no symmetry The symmetry depends on parameters x s and w
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Measure of symmetry
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Calculate the symmetry measure about every row in the identifying area of interesting. Count the mean value of symmetry measure.
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Distance Detction f is the focus of CCD camera. αis the incline angle of CCD camera h is the height of CCD camera to ground (x,y) is the point P projection in image plane
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Distance Detction image plane coordinate : millimeter, (x,y) store frame coordinate : pixel, (u,v)
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Experiment for detecting preceding vehicle No Alg : overall detection rate 90% false alarm rate 13% mean time of detecting object 82ms Have Alg : verall detection rate 94% false alarm rate 6% mean time of detecting object 68ms
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Experiment for distance detection
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