A High Throughput Integrated Hyperspectral Imaging and 3D Measurement System
Hyperspectral and three-dimensional measurements can obtain the intrinsic physicochemical properties and external geometrical characteristics of objects, respectively. The combination of these two kinds of data can provide new insights into objects, which has gained attention in the fields of agricu...
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doaj-6ec386e96c274d24963b779e8dff4a042020-11-24T21:44:54ZengMDPI AGSensors1424-82202018-04-01184106810.3390/s18041068s18041068A High Throughput Integrated Hyperspectral Imaging and 3D Measurement SystemHuijie Zhao0Lunbao Xu1Shaoguang Shi2Hongzhi Jiang3Da Chen4School of Instrumentation Science and Opto-electronics Engineering, Beihang University, Beijing 100191, ChinaSchool of Instrumentation Science and Opto-electronics Engineering, Beihang University, Beijing 100191, ChinaSchool of Instrumentation Science and Opto-electronics Engineering, Beihang University, Beijing 100191, ChinaSchool of Instrumentation Science and Opto-electronics Engineering, Beihang University, Beijing 100191, ChinaSchool of Instrumentation Science and Opto-electronics Engineering, Beihang University, Beijing 100191, ChinaHyperspectral and three-dimensional measurements can obtain the intrinsic physicochemical properties and external geometrical characteristics of objects, respectively. The combination of these two kinds of data can provide new insights into objects, which has gained attention in the fields of agricultural management, plant phenotyping, cultural heritage conservation, and food production. Currently, a variety of sensors are integrated into a system to collect spectral and morphological information in agriculture. However, previous experiments were usually performed with several commercial devices on a single platform. Inadequate registration and synchronization among instruments often resulted in mismatch between spectral and 3D information of the same target. In addition, using slit-based spectrometers and point-based 3D sensors extends the working hours in farms due to the narrow field of view (FOV). Therefore, we propose a high throughput prototype that combines stereo vision and grating dispersion to simultaneously acquire hyperspectral and 3D information. Furthermore, fiber-reformatting imaging spectrometry (FRIS) is adopted to acquire the hyperspectral images. Test experiments are conducted for the verification of the system accuracy, and vegetation measurements are carried out to demonstrate its feasibility. The proposed system is an improvement in multiple data acquisition and has the potential to improve plant phenotyping.http://www.mdpi.com/1424-8220/18/4/1068hyperspectral measurement3D structure measurementgrating dispersionstereo visonagriculture |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Huijie Zhao Lunbao Xu Shaoguang Shi Hongzhi Jiang Da Chen |
spellingShingle |
Huijie Zhao Lunbao Xu Shaoguang Shi Hongzhi Jiang Da Chen A High Throughput Integrated Hyperspectral Imaging and 3D Measurement System Sensors hyperspectral measurement 3D structure measurement grating dispersion stereo vison agriculture |
author_facet |
Huijie Zhao Lunbao Xu Shaoguang Shi Hongzhi Jiang Da Chen |
author_sort |
Huijie Zhao |
title |
A High Throughput Integrated Hyperspectral Imaging and 3D Measurement System |
title_short |
A High Throughput Integrated Hyperspectral Imaging and 3D Measurement System |
title_full |
A High Throughput Integrated Hyperspectral Imaging and 3D Measurement System |
title_fullStr |
A High Throughput Integrated Hyperspectral Imaging and 3D Measurement System |
title_full_unstemmed |
A High Throughput Integrated Hyperspectral Imaging and 3D Measurement System |
title_sort |
high throughput integrated hyperspectral imaging and 3d measurement system |
publisher |
MDPI AG |
series |
Sensors |
issn |
1424-8220 |
publishDate |
2018-04-01 |
description |
Hyperspectral and three-dimensional measurements can obtain the intrinsic physicochemical properties and external geometrical characteristics of objects, respectively. The combination of these two kinds of data can provide new insights into objects, which has gained attention in the fields of agricultural management, plant phenotyping, cultural heritage conservation, and food production. Currently, a variety of sensors are integrated into a system to collect spectral and morphological information in agriculture. However, previous experiments were usually performed with several commercial devices on a single platform. Inadequate registration and synchronization among instruments often resulted in mismatch between spectral and 3D information of the same target. In addition, using slit-based spectrometers and point-based 3D sensors extends the working hours in farms due to the narrow field of view (FOV). Therefore, we propose a high throughput prototype that combines stereo vision and grating dispersion to simultaneously acquire hyperspectral and 3D information. Furthermore, fiber-reformatting imaging spectrometry (FRIS) is adopted to acquire the hyperspectral images. Test experiments are conducted for the verification of the system accuracy, and vegetation measurements are carried out to demonstrate its feasibility. The proposed system is an improvement in multiple data acquisition and has the potential to improve plant phenotyping. |
topic |
hyperspectral measurement 3D structure measurement grating dispersion stereo vison agriculture |
url |
http://www.mdpi.com/1424-8220/18/4/1068 |
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