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020 ▼a 9780438277274
035 ▼a (MiAaPQ)AAI10928539
035 ▼a (MiAaPQ)grad.msu:16266
040 ▼a MiAaPQ ▼c MiAaPQ ▼d 248032
0820 ▼a 631
1001 ▼a Lu, Yuzhen.
24510 ▼a Development of Structured Illumination Reflectance Imaging Technique as a New Modality for Enhanced Defect Detection of Apples.
260 ▼a [S.l.] : ▼b Michigan State University., ▼c 2018
260 1 ▼a Ann Arbor : ▼b ProQuest Dissertations & Theses, ▼c 2018
300 ▼a 273 p.
500 ▼a Source: Dissertation Abstracts International, Volume: 79-12(E), Section: B.
500 ▼a Adviser: Renfu Lu.
5021 ▼a Thesis (Ph.D.)--Michigan State University, 2018.
520 ▼a Computer vision technology coupled with uniform illumination is still unsatisfactory in detecting some defects of apples, e.g., subsurface tissue bruising. Structured illumination (SI) provides an alternative illumination scheme, which is advant
520 ▼a A SIRI platform, capable of acquiring broadband and multispectral images, was constructed by using a digital micro-mirror device based digital light projector. Using sinusoidally-modulated illumination patterns, SIRI acquires phase-shifted patte
520 ▼a Demodulation is a critical step in obtaining DC and AC images, and conventional approaches require a minimum of three phase-shifted pattern images. New demodulation approaches based on spiral phase transform (SPT) and Gram-Schmidt orthonormaliza
520 ▼a Experiments were conducted on detection of subsurface bruising in apples of four varieties by using a multispectral SIRI system, in conjunction with the SPT demodulation approach. The six wavebands between 710 and 810 nm yielded the overall dete
520 ▼a This research has demonstrated the feasibility and potential of SIRI as a new versatile and effective tool for enhancing defect detection of apples. More research, however, is needed to improve the instrumentation and software of SIRI for real-t
590 ▼a School code: 0128.
650 4 ▼a Agricultural engineering.
650 4 ▼a Engineering.
690 ▼a 0539
690 ▼a 0537
71020 ▼a Michigan State University. ▼b Biosystems Engineering.
7730 ▼t Dissertation Abstracts International ▼g 79-12B(E).
773 ▼t Dissertation Abstract International
790 ▼a 0128
791 ▼a Ph.D.
792 ▼a 2018
793 ▼a English
85640 ▼u http://www.riss.kr/pdu/ddodLink.do?id=T15000906 ▼n KERIS
980 ▼a 201812 ▼f 2019
990 ▼a 관리자