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International Journal of Food Properties Volume 21, 2018 - Issue 1
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Original Article

Visual detection of apple bruises using AdaBoost algorithm and hyperspectral imaging

Meng ZhangDepartment of Computer Science, School of IoT Engineering, Jiangnan University, Wuxi, China;Research Center of IoT Technology Application Engineering (MOE), Wuxi, ChinaORCID Iconhttps://orcid.org/0000-0002-3386-2884View further author information
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Guanghui LiDepartment of Computer Science, School of IoT Engineering, Jiangnan University, Wuxi, China;Research Center of IoT Technology Application Engineering (MOE), Wuxi, ChinaCorrespondence[email protected]
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Pages 1598-1607 | Received 21 Mar 2018, Accepted 18 Jul 2018, Published online: 27 Jul 2018

Citations (16)

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Bao Wang, Jianfei Sun, Lianming Xia, Junjie Liu, Zhenhe Wang, Pei Li, Yemin Guo & Xia Sun. (2023) The Applications of Hyperspectral Imaging Technology for Agricultural Products Quality Analysis: A Review. Food Reviews International 39:2, pages 1043-1062.
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Articles from other publishers (15)

Zheli Wang, Ting An, Wenchao Wang, Shuxiang Fan, Liping Chen & Xi Tian. (2023) Qualitative and quantitative detection of aflatoxins B1 in maize kernels with fluorescence hyperspectral imaging based on the combination method of boosting and stacking. Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy 296, pages 122679.
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Emmanuel Ekene Okere, Alemayehu Ambaw, Willem Jacobus Perold & Umezuruike Linus Opara. (2023) Vis-NIR and SWIR hyperspectral imaging method to detect bruises in pomegranate fruit. Frontiers in Plant Science 14.
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Yue Zhang, Yang Li, Xiang Han, Ang Gao, Shuaijie Jing & Yuepeng Song. (2023) A Study on Hyperspectral Apple Bruise Area Prediction Based on Spectral Imaging. Agriculture 13:4, pages 819.
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Than Htike, Rattaporn Saengrayap, Hiroaki Kitazawa & Saowapa Chaiwong. (2023) Fractal image analysis and bruise damage evaluation of impact damage in guava. Information Processing in Agriculture.
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Insuck Baek, Changyeun Mo, Charles Eggleton, S. Andrew Gadsden, Byoung-Kwan Cho, Jianwei Qin, Diane E. Chan & Moon S. Kim. (2022) Determination of spectral resolutions for multispectral detection of apple bruises using visible/near-infrared hyperspectral reflectance imaging. Frontiers in Plant Science 13.
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Qin Feng, Shutong Wang, He Wang, Zhilin Qin & Haiguang Wang. (2022) Circle Fitting Based Image Segmentation and Multi-Scale Block Local Binary Pattern Based Distinction of Ring Rot and Anthracnose on Apple Fruits. Frontiers in Plant Science 13.
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Yan Tian, Jun Sun, Xin Zhou, Kunshan Yao & Ningqiu Tang. (2022) Detection of soluble solid content in apples based on hyperspectral technology combined with deep learning algorithm. Journal of Food Processing and Preservation 46:4.
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Sabine D. Golombek & Michael M. Blanke. (2022) Orchard management strategies to reduce bruises on apples in India: a review. Vegetos 35:1, pages 1-8.
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Shona Nabwire, Hyun-Kwon Suh, Moon S. Kim, Insuck Baek & Byoung-Kwan Cho. (2021) Review: Application of Artificial Intelligence in Phenomics. Sensors 21:13, pages 4363.
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Ruirui Yuan, Guishan Liu, Jianguo He, Guoling Wan, Naiyun Fan, Yue Li & Yourui Sun. (2021) Classification of Lingwu long jujube internal bruise over time based on visible near-infrared hyperspectral imaging combined with partial least squares-discriminant analysis. Computers and Electronics in Agriculture 182, pages 106043.
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Yan Tian, Jun Sun, Xin Zhou, Xiaohong Wu, Bing Lu & Chunxia Dai. (2020) Research on apple origin classification based on variable iterative space shrinkage approach with stepwise regression – support vector machine algorithm and visible‐near infrared hyperspectral imaging . Journal of Food Process Engineering 43:8.
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Zhenjiao Du, Xiangquan Zeng, Xiangxin Li, Xiaomeng Ding, Jiankang Cao & Weibo Jiang. (2020) Recent advances in imaging techniques for bruise detection in fruits and vegetables. Trends in Food Science & Technology 99, pages 133-141.
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Huihui Wang, Kunlun Wang, Xinyu Zhu, Peng Zhang, Jixin Yang & Mingqian Tan. (2020) Integration of Partial Least Squares Regression and Hyperspectral Data Processing for the Nondestructive Detection of the Scaling Rate of Carp (Cyprinus carpio). Foods 9:4, pages 500.
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Yiming Fang, Fan Yang, Zhu Zhou, Lujun Lin & Xiaoqin Li. (2019) Hyperspectral Wavelength Selection and Integration for Bruise Detection of Korla Pears. Journal of Spectroscopy 2019, pages 1-8.
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Insuck Baek, Charles Eggleton, S. Andrew Gadsden & Moon S. Kim. (2019) Selection of optimal bands for developing multispectral system for inspecting apples for defects. Selection of optimal bands for developing multispectral system for inspecting apples for defects.

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