Ms. Jie Zhang Profile

Jie Zhang

SPIE Involvement:

Author

Publications (1)

This will count as one of your downloads.

You will have access to both the presentation and article (if available).

DOWNLOAD NOW

This content is available for download via your institution's subscription. To access this item, please sign in to your personal account.

Email or Username Forgot your username?

Password Forgot your password?

Show

Keep me signed in

No SPIE account? Create an account

Proceedings Article | 27 November 2023 Poster + Paper

Research on fruit picking recognition based on deep learning

Yijing Wu, Xuefen Wan, Jie Zhang, Yi Yang

Proceedings Volume 12767, 127670V (2023) https://doi.org/10.1117/12.2685765

KEYWORDS: Target detection, Detection and tracking algorithms, Agriculture, Deep learning, Target recognition, Video, Video processing

Read Abstract +

In order to provide the management staff with information about tourists' picking in agriculture tourism, accurate recognition of tourists' picking behaviours is needed. Firstly, this paper proposes a method to accurately distinguish picking actions from other interfering actions mainly based on the change of joint angles. Secondly, a novel method of picking target determination based on the distance relationship between the wrist and the fruit is proposed for the position relationship between the human hand and the fruit in the picking behaviours. Finally, a method of setting state flags is proposed to avoid misidentification of the picking target due to the failure of fruit target detection. Experiments Show that it is proved that the above methods can accurately identify the picking behaviours.

My Library

You currently do not have any folders to save your paper to! Create a new folder below.

Folder Name

Folder Description

View contact details

UPDATE YOUR PROFILE

Is this your profile? Update it now.

Sign into your SPIE.org account

Don’t have a profile and want one?

Create an account on SPIE.org

Access to the requested content is limited to institutions that have purchased or subscribe to SPIE eBooks. You are receiving this notice because your organization may not have SPIE eBooks access.*

*Shibboleth/Open Athens users─please sign in to access your institution's subscriptions.

To obtain this item, you may purchase the complete book in print or electronic format on SPIE.org.

ORGANIZATIONAL
Sign in with credentials provided by your organization.

Organizational Username

Organizational Password

Show/Hide Password

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

Members:

Non-members: ADD TO CART

Keywords/Phrases

Search In:

Publication Years