IMAGE PROCESSING APPARATUS, IMAGING APPARATUS, CONTROL METHOD, AND STORAGE MEDIUM

To increase the accuracy of object tracking using particle filter processing, an imaging apparatus performs object tracking processing as follows. During an SW1 holding state and continuous shooting, the apparatus repeatedly performs distributing particles according to the random number following no...

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Main Authors AMANO KENICHIRO, HASEGAWA REIJI, KAWARADA MASAHIRO
Format Patent
LanguageEnglish
Published 10.03.2016
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Abstract To increase the accuracy of object tracking using particle filter processing, an imaging apparatus performs object tracking processing as follows. During an SW1 holding state and continuous shooting, the apparatus repeatedly performs distributing particles according to the random number following normal distribution based on light metering image data obtained from an AE sensor, estimating an image region of an object by calculating likelihood at the position of each of the particles, and arranging a particle having a lower likelihood in the position of a particle having a higher likelihood. At this time, the apparatus calculates a movement amount of the object based on a difference between the present position of the object and the previous position thereof. If the calculated movement amount is greater than a predetermined threshold value, the apparatus increases the dispersion of the normal distribution for random movement of the particles to be performed next.
AbstractList To increase the accuracy of object tracking using particle filter processing, an imaging apparatus performs object tracking processing as follows. During an SW1 holding state and continuous shooting, the apparatus repeatedly performs distributing particles according to the random number following normal distribution based on light metering image data obtained from an AE sensor, estimating an image region of an object by calculating likelihood at the position of each of the particles, and arranging a particle having a lower likelihood in the position of a particle having a higher likelihood. At this time, the apparatus calculates a movement amount of the object based on a difference between the present position of the object and the previous position thereof. If the calculated movement amount is greater than a predetermined threshold value, the apparatus increases the dispersion of the normal distribution for random movement of the particles to be performed next.
Author KAWARADA MASAHIRO
AMANO KENICHIRO
HASEGAWA REIJI
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Snippet To increase the accuracy of object tracking using particle filter processing, an imaging apparatus performs object tracking processing as follows. During an...
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SubjectTerms CALCULATING
COMPUTING
CONTROL OR REGULATING SYSTEMS IN GENERAL
CONTROLLING
COUNTING
ELECTRIC COMMUNICATION TECHNIQUE
ELECTRICITY
FUNCTIONAL ELEMENTS OF SUCH SYSTEMS
IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS ORELEMENTS
PHYSICS
PICTORIAL COMMUNICATION, e.g. TELEVISION
REGULATING
Title IMAGE PROCESSING APPARATUS, IMAGING APPARATUS, CONTROL METHOD, AND STORAGE MEDIUM
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