Research on sorting of waste beverage bottles based on HSV space color features

Haikun Ding; Jian Wu; Mingbo Ma

doi:10.1117/12.2674658

28 April 2023 Research on sorting of waste beverage bottles based on HSV space color features

Haikun Ding, Jian Wu, Mingbo Ma

Proceedings Volume 12626, International Conference on Signal Processing, Computer Networks, and Communications (SPCNC 2022); 126260X (2023) https://doi.org/10.1117/12.2674658
Event: International Conference on Signal Processing, Computer Networks, and Communications (SPCNC 2022), 2022, Zhuhai, China

Abstract

At present, our country's plastic industry is developing rapidly. When plastic products bring great convenience to people's lives, waste plastic waste also causes huge pollution to the environment. Sorting, in view of the problem that various colors of plastic bottles are mixed in the sorting of waste plastic bottles, and the sorting is more labor-intensive, which leads to the increase of recycling costs. This paper studies the denoising process and color feature extraction before image recognition of plastic bottles, using HSV The model replaces the RGB model for color feature extraction. The recognition rate of the HSV model is 96.67%, and the recognition rate of the RGB model is 95.00%, but the recognition speed of HSV is increased by 16.43%.

Citation Download Citation

Haikun Ding, Jian Wu, and Mingbo Ma "Research on sorting of waste beverage bottles based on HSV space color features", Proc. SPIE 12626, International Conference on Signal Processing, Computer Networks, and Communications (SPCNC 2022), 126260X (28 April 2023); https://doi.org/10.1117/12.2674658

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