Image processing based package volume measurement system using kinect sensor

Hasan Ocak; Gürkan Küçükyıldız; Suat Karakaya

Image processing based package volume measurement system using kinect sensor

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

References

The article references can be accessed from the .pdf file.

Details

Primary Language

English

Subjects

Engineering

Journal Section

Research Article

Authors

Hasan Ocak This is me
0000-0002-0416-1878
Türkiye

Gürkan Küçükyıldız ^* This is me
0000-0002-9539-6583
Türkiye

Suat Karakaya This is me
0000-0002-3082-0304
Türkiye

Publication Date

March 25, 2022

Submission Date

May 5, 2020

Acceptance Date

February 28, 2021

Published in Issue

Year 2022 Volume: 40 Number: 1

IZ

https://izlik.org/JA37TG85SD

Cite

RIS / Bibtex

APA

Ocak, H., Küçükyıldız, G., & Karakaya, S. (2022). Image processing based package volume measurement system using kinect sensor. Sigma Journal of Engineering and Natural Sciences, 40(1), 27-44. https://izlik.org/JA37TG85SD

AMA

1.Ocak H, Küçükyıldız G, Karakaya S. Image processing based package volume measurement system using kinect sensor. SIGMA. 2022;40(1):27-44. https://izlik.org/JA37TG85SD

Chicago

Ocak, Hasan, Küçükyıldız Gürkan, and Suat Karakaya. 2022. “Image Processing Based Package Volume Measurement System Using Kinect Sensor”. Sigma Journal of Engineering and Natural Sciences 40 (1): 27-44. https://izlik.org/JA37TG85SD.

EndNote

Ocak H, Küçükyıldız G, Karakaya S (March 1, 2022) Image processing based package volume measurement system using kinect sensor. Sigma Journal of Engineering and Natural Sciences 40 1 27–44.

IEEE

[1]H. Ocak, G. Küçükyıldız, and S. Karakaya, “Image processing based package volume measurement system using kinect sensor”, SIGMA, vol. 40, no. 1, pp. 27–44, Mar. 2022, [Online]. Available: https://izlik.org/JA37TG85SD

ISNAD

Ocak, Hasan - Küçükyıldız Gürkan - Karakaya, Suat. “Image Processing Based Package Volume Measurement System Using Kinect Sensor”. Sigma Journal of Engineering and Natural Sciences 40/1 (March 1, 2022): 27-44. https://izlik.org/JA37TG85SD.

JAMA

1.Ocak H, Küçükyıldız G, Karakaya S. Image processing based package volume measurement system using kinect sensor. SIGMA. 2022;40:27–44.

MLA

Ocak, Hasan, et al. “Image Processing Based Package Volume Measurement System Using Kinect Sensor”. Sigma Journal of Engineering and Natural Sciences, vol. 40, no. 1, Mar. 2022, pp. 27-44, https://izlik.org/JA37TG85SD.

Vancouver

1.Hasan Ocak, Gürkan Küçükyıldız, Suat Karakaya. Image processing based package volume measurement system using kinect sensor. SIGMA [Internet]. 2022 Mar. 1;40(1):27-44. Available from: https://izlik.org/JA37TG85SD