TY - JOUR
T1 - Integrative binocular vision detection method based on infrared and visible light fusion for conveyor belts longitudinal tear
AU - Qiao, Tiezhu
AU - Chen, Lulu
AU - Pang, Yusong
AU - Yan, Gaowei
AU - Miao, Changyun
PY - 2017
Y1 - 2017
N2 - Real-time and reliable detection of conveyor belt longitudinal tear is an important task in mining operations. This paper presents a novel method of Integrative Binocular Vision Detection (IBVD) to detect the longitudinal tears of conveyor belts. Based on infrared and visible fusion, the IBVD sensor device collects the fusion images of the belt. After extracting the tear features by projection method, the progress of potential tears can be evaluated and the tears can be identified. The IBVD method is verified by an experiment platform fulfilling the acquisition, pro-processing and analysis of fusion images for tear detection. The fusion image processing time is less than 18 ms, which satisfies the requirement of real-time online monitoring. Compared to the individual measurement technique of either infrared detection or visible light detection, the average accuracy of the IBVD method reaches up to 96%, the IBVD method is more reliable in tear detection.
AB - Real-time and reliable detection of conveyor belt longitudinal tear is an important task in mining operations. This paper presents a novel method of Integrative Binocular Vision Detection (IBVD) to detect the longitudinal tears of conveyor belts. Based on infrared and visible fusion, the IBVD sensor device collects the fusion images of the belt. After extracting the tear features by projection method, the progress of potential tears can be evaluated and the tears can be identified. The IBVD method is verified by an experiment platform fulfilling the acquisition, pro-processing and analysis of fusion images for tear detection. The fusion image processing time is less than 18 ms, which satisfies the requirement of real-time online monitoring. Compared to the individual measurement technique of either infrared detection or visible light detection, the average accuracy of the IBVD method reaches up to 96%, the IBVD method is more reliable in tear detection.
KW - Infrared and visible light fusion
KW - Integrative binocular vision detection (IBVD)
KW - Longitudinal tear detection
KW - Projection method
UR - http://www.scopus.com/inward/record.url?scp=85021627441&partnerID=8YFLogxK
U2 - 10.1016/j.measurement.2017.06.032
DO - 10.1016/j.measurement.2017.06.032
M3 - Article
AN - SCOPUS:85021627441
VL - 110
SP - 192
EP - 201
JO - Measurement
JF - Measurement
SN - 0263-2241
ER -
