Image processing based package volume measurement system using kinect sensor

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Sigma Mühendislik ve Fen Bilimleri Dergisi
Volume:40 Issue:1
Image processing based package volume measurement system using kinect sensor

Image processing based package volume measurement system using kinect sensor

Authors : Hasan OCAK, Gürkan KÜÇÜKYILDIZ, Suat KARAKAYA

Pages : 27-44

View : 41 | Download : 8

Publication Date : 2022-03-25

Article Type : Research Paper

Abstract :In this study, an image processing based volume measurement system is presented. The proposed scheme provides high accuracy, low cost and ease of calibration. There a re n o additional requirements such as alignment of objects during measurement, positioning the objects at a certain position in the measuring field, and these advantages reduce the labor effort in real-time. In the first stage, a problem-specific calibration process was performed and then Hough transform was applied in the image processing phase. Although the proposed method has been developed primarily to measure the volume of box-type objects, it also provides an approximate volume measurement for objects of random geometry. The system tested under various external disturbances has produced satisfactory results.
Keywords : Camera calibration, Hough transform, Image processing, Kinect, Package volume detection

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