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International Journal of Computational Intelligence Systems Volume 6, 2013 - Issue 5
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Original Articles

Machine Vision Based Production Condition Classification and Recognition for Mineral Flotation Process Monitoring

Jinping Liu School of Information Science & Engineering, Central South University, Changsha, Hunan, 410083, P.R. China
,
Weihua Gui School of Information Science & Engineering, Central South University, Changsha, Hunan, 410083, P.R. China
,
Zhaohui Tang School of Information Science & Engineering, Central South University, Changsha, Hunan, 410083, P.R. ChinaCorrespondence[email protected]
,
Huosheng Hu School of Computer Science & Electronic Engineering, University of Essex, Colchester, Essex, CO4 3SQ, United Kingdom
&
Jianyong Zhu School of Information Science & Engineering, Central South University, Changsha, Hunan, 410083, P.R. China
Pages 969-986 | Received 26 Apr 2012, Accepted 19 Feb 2013, Published online: 08 Jun 2013

Citations (18)

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Jinping Liu, Zhaohui Tang, Qing Chen, Pengfei Xu, Wenzhong Liu & Jianyong Zhu. (2016) Toward Automated Quality Classification via Statistical Modeling of Grain Images for Rice Processing Monitoring. International Journal of Computational Intelligence Systems 9:1, pages 120-132.
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Articles from other publishers (17)

Longfei Zhou, Lin Zhang & Nicholas Konz. (2023) Computer Vision Techniques in Manufacturing. IEEE Transactions on Systems, Man, and Cybernetics: Systems 53:1, pages 105-117.
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Xiaolin Yang, Kefei Zhang, Chao Ni, Hua Cao, Jesse Thé, Guangyuan Xie, Zhongchao Tan & Hesheng Yu. (2022) Ash determination of coal flotation concentrate by analyzing froth image using a novel hybrid model based on deep learning algorithms and attention mechanism. Energy 260, pages 125027.
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Chris Aldrich, Erica Avelar & Xiu Liu. (2022) Recent advances in flotation froth image analysis. Minerals Engineering 188, pages 107823.
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Xiaoliang Gao, Zhaohui Tang, Yongfang Xie, Hu Zhang & Weihua Gui. (2021) A layered working condition perception integrating handcrafted with deep features for froth flotation. Minerals Engineering 170, pages 107059.
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Jinping Liu, Jiezhou He, Yongfang Xie, Weihua Gui, Zhaohui Tang, Tianyu Ma, Junbin He & Jean Paul Niyoyita. (2021) Illumination-Invariant Flotation Froth Color Measuring via Wasserstein Distance-Based CycleGAN With Structure-Preserving Constraint. IEEE Transactions on Cybernetics 51:2, pages 839-852.
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Ying Fan, Yu-qian Guo, Zhao-hui Tang, Jin Luo & Guo-yong Zhang. (2020) A dynamic size-based time series feature and application in identification of zinc flotation working conditions一种基于动态尺寸的时间序列特征及在锌浮选工况识别中的应用. Journal of Central South University 27:9, pages 2696-2710.
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Guoyong Zhang, Jinping Liu, Jie Wang, Zhaohui Tang, Yongfang Xie, Junbin He, Tianyu Ma & Jean Paul Niyoyita. (2020) FoGDbED: Fractional-order Gaussian derivatives-based edge-relevant structure detection using Caputo-Fabrizio definition. Digital Signal Processing 98, pages 102639.
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Jinping Liu, Churong Jiang, Jiezhou He, Zhaohui Tang, Yongfang Xie & Pengfei Xu. (2020) STA-APSNFIS: STA-Optimized Adaptive Pre-Sparse Neuro-Fuzzy Inference System for Online Soft Sensor Modeling. IEEE Access 8, pages 104870-104883.
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Jinping Liu, Jiezhou He, Wuxia Zhang, Zhaohui Tang, Pengfei Xu & Weiha Gui. (2018) Texture pattern classification based on probability density function estimation of the image spatial structure feature with symmetrical weibull distribution model. Multimedia Tools and Applications 78:9, pages 12251-12279.
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Jinping Liu, Jiezhou He, Zhaohui Tang, Pengfei Xu, Wuxia Zhang & Weihua Gui. (2018) Characterization of Complex Image Spatial Structures Based on Symmetrical Weibull Distribution Model for Texture Pattern Classification. Complexity 2018, pages 1-23.
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Jinping Liu, Wuxia Zhang, Jianqing Feng, Zhaohui Tang, Jiezhou He & Pengfei Xu. (2018) Texture Pattern Classification via Weibull Distribution-based Image Statistical Modeling * . Texture Pattern Classification via Weibull Distribution-based Image Statistical Modeling * .
Jinping Liu, Jiezhou He, Wuxia Zhang, Pengfei Xu & Zhaohui Tang. (2018) TCvBsISM: Texture Classification via B-Splines-Based Image Statistical Modeling. IEEE Access 6, pages 44876-44893.
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Jinping Liu, Zhaohui Tang, Weihua Gui, Wenzhong Liu, Pengfei Xu & Jianyong Zhu. (2016) Application of statistical modeling of image spatial structures to automated visual inspection of product quality. Journal of Process Control 44, pages 23-40.
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Jinping Liu, Zhaohui Tang, Pengfei Xu, Wenzhong Liu, Jin Zhang & Jianyong Zhu. (2016) Quality-Related Monitoring and Grading of Granulated Products by Weibull-Distribution Modeling of Visual Images with Semi-Supervised Learning. Sensors 16:7, pages 998.
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Jinping Liu, Zhaohui Tang, Jin Zhang, Qing Chen, Pengfei Xu & Wenzhong Liu. (2016) Visual Perception-Based Statistical Modeling of Complex Grain Image for Product Quality Monitoring and Supervision on Assembly Production Line. PLOS ONE 11:3, pages e0146484.
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Jin Zhang, Zhaohui Tang, Jinping Liu, Zhen Tan & Pengfei Xu. (2016) Recognition of flotation working conditions through froth image statistical modeling for performance monitoring. Minerals Engineering 86, pages 116-129.
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Pierre-Marc Juneau, Alain Garnier & Carl Duchesne. (2015) The undecimated wavelet transform–multivariate image analysis (UWT-MIA) for simultaneous extraction of spectral and spatial information. Chemometrics and Intelligent Laboratory Systems 142, pages 304-318.
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