OpenCV based detection and recognition system of pre-seed cutting sugarcane planter

Haofeng Deng; Jiyue Wang; Liucun Zhu; Mingyou Chen; Hongwei Wu

doi:10.1117/12.2653446

8 December 2022 OpenCV based detection and recognition system of pre-seed cutting sugarcane planter

Haofeng Deng, Jiyue Wang, Liucun Zhu, Mingyou Chen, Hongwei Wu

Proceedings Volume 12474, Second International Symposium on Computer Technology and Information Science (ISCTIS 2022); 124740S (2022) https://doi.org/10.1117/12.2653446
Event: Second International Symposium on Computer Technology and Information Science (ISCTIS 2022), 2022, Guilin, China

Abstract

In this paper, the identification system of sugarcane was studied based on the pre-seed cutting sugarcane planter developed in the laboratory to solve the problems of uneven cane discharging and high seed leakage rate. Firstly, simple structure analysis and system design of sugarcane planter are carried out. Secondly, histogram equalization algorithm is applied to enhance the image based on the real-time feedback of the camera. Thirdly, the template matching method is used to extract sugarcane images. Finally, the obtained sugarcane images were morphologic processed to obtain the surface texture information of sugarcane, and the information of sugarcane body and sowing situation were recorded through system recognition feedback.

Citation Download Citation

Haofeng Deng, Jiyue Wang, Liucun Zhu, Mingyou Chen, and Hongwei Wu "OpenCV based detection and recognition system of pre-seed cutting sugarcane planter", Proc. SPIE 12474, Second International Symposium on Computer Technology and Information Science (ISCTIS 2022), 124740S (8 December 2022); https://doi.org/10.1117/12.2653446

ACCESS THE FULL ARTICLE

INSTITUTIONAL
Select your institution to access the SPIE Digital Library.

SELECT YOUR INSTITUTION

PERSONAL
Sign in with your SPIE account to access your personal subscriptions or to use specific features such as save to my library, sign up for alerts, save searches, etc.

PERSONAL SIGN IN

No SPIE Account? Create one

PURCHASE THIS CONTENT

SUBSCRIBE TO DIGITAL LIBRARY

50 downloads per 1-year subscription

Members: $195

Non-members: $335 ADD TO CART

25 downloads per 1 - year subscription

Members: $145

Non-members: $250 ADD TO CART

PURCHASE SINGLE ARTICLE

Includes PDF, HTML & Video, when available