TY  - JOUR
T1  - Image processing based package volume measurement system using kinect sensor
AU  - Küçükyıldız, Gürkan
AU  - Ocak, Hasan
AU  - Karakaya, Suat
PY  - 2022
DA  - March
JF  - Sigma Journal of Engineering and Natural Sciences
JO  - SIGMA
PB  - Yildiz Technical University
WT  - DergiPark
SN  - 1304-7191
SP  - 27
EP  - 44
VL  - 40
IS  - 1
LA  - en
AB  - 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.
KW  - Camera calibration
KW  - Hough transform
KW  - Image processing
KW  - Kinect
KW  - Package volume detection
CR  - The article references can be accessed from the .pdf file.
UR  - https://dergipark.org.tr/en/pub/sigma/issue//1093103
L1  - https://dergipark.org.tr/en/download/article-file/2331505
ER  -