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Development of a Color Classification System Using TCS3200 Color Sensor with an Optimized Integrating Sphere

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  • 발행기관
    선문효정학술연구회 바로가기
  • 간행물
    선문효정학술연구회 학술대회 프로시딩 바로가기
  • 통권
    Proceedings of THE 4th INTERNATIONAL CONFERENCE OF HYOJEONG ACADEMY & 2024 INTERNATIONAL JOINT CONFERENCE (2024.08)바로가기
  • 페이지
    pp.85-89
  • 저자
    Jungmo Yang, Seungjun Yu, Daeheon Kim, Dong Joo Yoo
  • 언어
    영어(ENG)
  • URL
    https://www.earticle.net/Article/A489295

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원문정보

초록

영어
This study developed an innovative color classification system integrating the TCS3200 color sensor with an optimized integrating sphere to enhance color recognition accuracy in varying light conditions. The system features a curved baffle and titanium white coating, which optical simulations showed improved light uniformity and increased overall sensitivity compared to conventional designs. An Arduino-based control system with servo motors automates the classification process. Experimental results demonstrated the system's capability to process about 5 objects per minute with an average RGB similarity of 74.06% across 12 color samples. The integrating sphere's design significantly reduced sensitivity to external lighting variations, maintaining consistent performance under diverse conditions. This research contributes to the field by proposing a novel method to substantially improve color sensor performance, particularly in industrial applications requiring high accuracy and consistency. The system's stability and accuracy make it potentially valuable for applications in food industry, recycling, and quality control, addressing the limitations of conventional color detection systems in dynamic lighting environments.

목차

Abstract
1. Introduction
2. Materials and Methods
2.1. System Design
2.2. Integrating Sphere Design and Simulation
2.3. Integrating Sphere Coating
2.4. Color Recognition Algorithm
3. Results
3.1. Color Recognition Performance
3.2. Processing Speed and Luminance Calculation
3.3. System Stability
4. Discussion
5. Conclusions
References

키워드

TCS3200 sensor integrating sphere curved baffle titanium white coating color classification automation system optical simulation

저자

  • Jungmo Yang [ Department of Mechanical Engineering, Sun Moon University, Asan 31460, Korea ]
  • Seungjun Yu [ Department of Mechanical Engineering, Sun Moon University, Asan 31460, Korea ]
  • Daeheon Kim [ Department of Mechanical Engineering, Sun Moon University, Asan 31460, Korea ]
  • Dong Joo Yoo [ Department of Mechanical Engineering, Sun Moon University, Asan 31460, Korea ] Corresponding Author

참고문헌

자료제공 : 네이버학술정보

간행물 정보

발행기관

  • 발행기관명
    선문효정학술연구회 [Sun Moon Hyojeong Academy Society]
  • 설립연도
    2023
  • 분야
    복합학>학제간연구
  • 소개
    Journal of Hyojeong Academia aims to serve as a global platform where researchers and scholars of various disciplines can contribute ideas for our sustainable global community of Co‐existence, Co‐prosperity, and Co‐righteousness. The journal is a multidisciplinary, open‐access, internationally peer‐reviewed academic journal, and it invites all areas of research conducted in the spirit of post materialism including studies centering on God, studies unifying religions and sciences, and studies on all aspects of Co‐existence, Co‐prosperity, and Co‐righteousness.

간행물

  • 간행물명
    선문효정학술연구회 학술대회 프로시딩
  • 간기
    반년간
  • 수록기간
    2023~2026
  • 십진분류
    KDC 238 DDC 289

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