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Volumn 98, Issue , 2013, Pages 34-45

Analysis of texture-based features for predicting mechanical properties of horticultural products by laser light backscattering imaging

Author keywords

ANFIS; Backscattering; Feature fusion; Quality evaluation; Texture analysis

Indexed keywords

BACKSCATTERING; ELASTICITY; FORECASTING; FRUITS; IMAGE SEGMENTATION; NONDESTRUCTIVE EXAMINATION; TEXTURES;

EID: 84975893311     PISSN: 01681699     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.compag.2013.07.011     Document Type: Article
Times cited : (67)

References (37)
  • 1
    • 68749096881 scopus 로고    scopus 로고
    • Analysis of laser light propagation in kiwi fruit using backscattering imaging and Monte Carlo simulation
    • Baranyai L., Zude M. Analysis of laser light propagation in kiwi fruit using backscattering imaging and Monte Carlo simulation. Comput. Electron. Agric. 2009, 69:33-39.
    • (2009) Comput. Electron. Agric. , vol.69 , pp. 33-39
    • Baranyai, L.1    Zude, M.2
  • 2
    • 0036062453 scopus 로고    scopus 로고
    • A statistical approach to texture description of medical images: a preliminary study
    • Proceedings of the 15th IEEE Symposium on Computer-based Medical Systems (CBMS 2002)
    • Bevk, M., Kononenko, I., 2002. A statistical approach to texture description of medical images: a preliminary study. In: Proceedings of the 15th IEEE Symposium on Computer-based Medical Systems (CBMS 2002), pp. 239-244.
    • (2002) , pp. 239-244
    • Bevk, M.1    Kononenko, I.2
  • 4
    • 39149135828 scopus 로고    scopus 로고
    • Classification of cereal grains using wavelet, morphological, colour, and textural features of non-touching kernel images
    • Choudhary R., Paliwal J., Jayas D.S. Classification of cereal grains using wavelet, morphological, colour, and textural features of non-touching kernel images. Biosyst. Eng. 2008, 99:330-337.
    • (2008) Biosyst. Eng. , vol.99 , pp. 330-337
    • Choudhary, R.1    Paliwal, J.2    Jayas, D.S.3
  • 5
    • 84872407011 scopus 로고    scopus 로고
    • An efficient algorithm for fractal analysis of textures
    • SIBGRAPI 2012: XXV Conference on Graphics, Patterns, and Images
    • Costa, A.F., Humpire-Mamani, G.E., Traina, A.J.M., 2012. An efficient algorithm for fractal analysis of textures. In: SIBGRAPI 2012: XXV Conference on Graphics, Patterns, and Images, pp. 39-46.
    • (2012) , pp. 39-46
    • Costa, A.F.1    Humpire-Mamani, G.E.2    Traina, A.J.M.3
  • 8
    • 0018466704 scopus 로고
    • Statistical and structural approaches to texture
    • Haralick R.M. Statistical and structural approaches to texture. Proc. IEEE 1979, 67:786-804.
    • (1979) Proc. IEEE , vol.67 , pp. 786-804
    • Haralick, R.M.1
  • 10
    • 84872065627 scopus 로고    scopus 로고
    • An approach for monitoring the chilling injury appearance in bananas by means of backscattering imaging
    • Hashim N., Pflanz M., Regen C., Janius R.B., Rahman R.A., Osman A., Shitan M., Zude M. An approach for monitoring the chilling injury appearance in bananas by means of backscattering imaging. J. Food Eng. 2013, 116(1):28-36.
    • (2013) J. Food Eng. , vol.116 , Issue.1 , pp. 28-36
    • Hashim, N.1    Pflanz, M.2    Regen, C.3    Janius, R.B.4    Rahman, R.A.5    Osman, A.6    Shitan, M.7    Zude, M.8
  • 11
    • 84872011905 scopus 로고    scopus 로고
    • Recent advances in image processing using image texture features for food quality assessment
    • Jackman P., Sun D.W. Recent advances in image processing using image texture features for food quality assessment. Trends Food Sci. Technol. 2012, 29(1):35-43.
    • (2012) Trends Food Sci. Technol. , vol.29 , Issue.1 , pp. 35-43
    • Jackman, P.1    Sun, D.W.2
  • 13
    • 0027601884 scopus 로고
    • ANFIS: adaptive-network-based fuzzy inference system
    • Jang J.S.R. ANFIS: adaptive-network-based fuzzy inference system. IEEE Trans. Syst. Man Cybern. 1993, 23(3):665-685.
    • (1993) IEEE Trans. Syst. Man Cybern. , vol.23 , Issue.3 , pp. 665-685
    • Jang, J.S.R.1
  • 14
    • 0033647286 scopus 로고    scopus 로고
    • Application of genetic algorithm-PLS for feature selection in spectral data set
    • Leardi R. Application of genetic algorithm-PLS for feature selection in spectral data set. J. Chemometr. 2000, 14:643-655.
    • (2000) J. Chemometr. , vol.14 , pp. 643-655
    • Leardi, R.1
  • 15
    • 1042301912 scopus 로고    scopus 로고
    • Multispectral imaging for predicting firmness and soluble solids content of apple fruit
    • Lu R. Multispectral imaging for predicting firmness and soluble solids content of apple fruit. Postharvest. Biol. Technol. 2004, 31:147-157.
    • (2004) Postharvest. Biol. Technol. , vol.31 , pp. 147-157
    • Lu, R.1
  • 16
    • 0024700097 scopus 로고
    • A theory for multiresolution signal decomposition: the wavelet representation
    • Mallat S.G. A theory for multiresolution signal decomposition: the wavelet representation. IEEE Trans. Pattern Anal. 1989, 11(7):674-693.
    • (1989) IEEE Trans. Pattern Anal. , vol.11 , Issue.7 , pp. 674-693
    • Mallat, S.G.1
  • 17
    • 84975855994 scopus 로고    scopus 로고
    • Nondestructive Determination of Effective Parameters on Maturity of Mozafati and Shahani Date Fruits by NIR Spectroscopy Technique
    • PhD Dissertation. Department of Mechanical Engineering of Agricultural Machinery. University of Tehran. Iran (in Persian).
    • Mireei, S.A., 2010. Nondestructive Determination of Effective Parameters on Maturity of Mozafati and Shahani Date Fruits by NIR Spectroscopy Technique. PhD Dissertation. Department of Mechanical Engineering of Agricultural Machinery. University of Tehran. Iran (in Persian).
    • (2010)
    • Mireei, S.A.1
  • 19
    • 84975865355 scopus 로고    scopus 로고
    • Principles and applications of light backscattering imaging in quality evaluation of agro-food products: a review
    • Mollazade K., Omid M., Akhlaghian Tab F., Mohtasebi S.S. Principles and applications of light backscattering imaging in quality evaluation of agro-food products: a review. Food Bioprocess Technol. 2012, 5(5):1465-1485.
    • (2012) Food Bioprocess Technol. , vol.5 , Issue.5 , pp. 1465-1485
    • Mollazade, K.1    Omid, M.2    Akhlaghian Tab, F.3    Mohtasebi, S.S.4
  • 20
    • 84975837574 scopus 로고    scopus 로고
    • Spatial mapping of moisture content in tomato fruits using hyperspectral imaging and artificial neural networks
    • In: 4th International Workshop on Computer Image Analysis in Agriculture, 09-11 July, Valencia, Spain.
    • Mollazade, K., Omid, M., Akhlaghian Tab, F., Mohtasebi, S.S., Zude, M., 2012b. Spatial mapping of moisture content in tomato fruits using hyperspectral imaging and artificial neural networks. In: 4th International Workshop on Computer Image Analysis in Agriculture, 09-11 July, Valencia, Spain.
    • (2012)
    • Mollazade, K.1    Omid, M.2    Akhlaghian Tab, F.3    Mohtasebi, S.S.4    Zude, M.5
  • 22
    • 33846991595 scopus 로고    scopus 로고
    • Hyperspectral laser-induced fluorescence imaging for assessing apple fruit quality
    • Noh H.K., Lu R. Hyperspectral laser-induced fluorescence imaging for assessing apple fruit quality. Postharvest. Biol. Technol. 2007, 43:193-201.
    • (2007) Postharvest. Biol. Technol. , vol.43 , pp. 193-201
    • Noh, H.K.1    Lu, R.2
  • 23
    • 0036647193 scopus 로고    scopus 로고
    • Multiresolution grey-scale and rotation invariant texture classification with local binary patterns
    • Ojala T., Pietikäinen M., Mäenpää T. Multiresolution grey-scale and rotation invariant texture classification with local binary patterns. IEEE Trans. Pattern Anal. 2002, 24(7):971-987.
    • (2002) IEEE Trans. Pattern Anal. , vol.24 , Issue.7 , pp. 971-987
    • Ojala, T.1    Pietikäinen, M.2    Mäenpää, T.3
  • 24
    • 84975685850 scopus 로고    scopus 로고
    • An intelligent system for sorting pistachio nut varieties
    • Omid M., Mahmoudi A., Omid M.H. An intelligent system for sorting pistachio nut varieties. Expert Syst. Appl. 2009, 36:11528-11535.
    • (2009) Expert Syst. Appl. , vol.36 , pp. 11528-11535
    • Omid, M.1    Mahmoudi, A.2    Omid, M.H.3
  • 25
    • 84975711237 scopus 로고    scopus 로고
    • Development of pistachio sorting system using principal component analysis (PCA) assisted artificial neural network (ANN) of impact acoustics
    • Omid M., Mahmoudi A., Omid M.H. Development of pistachio sorting system using principal component analysis (PCA) assisted artificial neural network (ANN) of impact acoustics. Expert Syst. Appl. 2010, 37:7205-7212.
    • (2010) Expert Syst. Appl. , vol.37 , pp. 7205-7212
    • Omid, M.1    Mahmoudi, A.2    Omid, M.H.3
  • 26
    • 18644379577 scopus 로고    scopus 로고
    • Modeling multispectral scattering profiles for prediction of apple fruit firmness
    • Peng Y., Lu R. Modeling multispectral scattering profiles for prediction of apple fruit firmness. Trans. ASAE 2005, 48(1):235-242.
    • (2005) Trans. ASAE , vol.48 , Issue.1 , pp. 235-242
    • Peng, Y.1    Lu, R.2
  • 27
    • 33751079611 scopus 로고    scopus 로고
    • Improving apple fruit firmness predictions by effective correction of multispectral scattering images
    • Peng Y., Lu R. Improving apple fruit firmness predictions by effective correction of multispectral scattering images. Postharvest. Biol. Technol. 2006, 41:266-274.
    • (2006) Postharvest. Biol. Technol. , vol.41 , pp. 266-274
    • Peng, Y.1    Lu, R.2
  • 28
    • 34147120768 scopus 로고    scopus 로고
    • Prediction of apple fruit firmness and soluble solids content using characteristics of multispectral scattering images
    • Peng Y., Lu R. Prediction of apple fruit firmness and soluble solids content using characteristics of multispectral scattering images. J. Food Eng. 2007, 82:142-152.
    • (2007) J. Food Eng. , vol.82 , pp. 142-152
    • Peng, Y.1    Lu, R.2
  • 29
    • 35649010627 scopus 로고    scopus 로고
    • Measurement of the optical properties of apple using hyperspectral diffuse reflectance imaging
    • ASABE Paper No. 063037. ASABE, St. Joseph, Mich.
    • Qin, J., Lu, R., 2006. Measurement of the optical properties of apple using hyperspectral diffuse reflectance imaging. ASABE Paper No. 063037. ASABE, St. Joseph, Mich.
    • (2006)
    • Qin, J.1    Lu, R.2
  • 30
    • 33947360325 scopus 로고    scopus 로고
    • Predicting soluble solid content and firmness in apple fruit by means of laser light backscattering image analysis
    • Qing Z., Ji B., Zude M. Predicting soluble solid content and firmness in apple fruit by means of laser light backscattering image analysis. J. Food Eng. 2007, 82:58-67.
    • (2007) J. Food Eng. , vol.82 , pp. 58-67
    • Qing, Z.1    Ji, B.2    Zude, M.3
  • 31
    • 39149123807 scopus 로고    scopus 로고
    • Non-destructive analysis of apple quality parameters by means of laser-induced light backscattering imaging
    • Qing Z., Ji B., Zude M. Non-destructive analysis of apple quality parameters by means of laser-induced light backscattering imaging. Postharvest. Biol. Technol. 2008, 48:215-222.
    • (2008) Postharvest. Biol. Technol. , vol.48 , pp. 215-222
    • Qing, Z.1    Ji, B.2    Zude, M.3
  • 32
    • 83955163650 scopus 로고    scopus 로고
    • Combination of digital images and laser light to predict moisture content and color of bell pepper simultaneously during drying
    • Romano G., Argyropoulos D., Nagle M., Khan M.T., Muller J. Combination of digital images and laser light to predict moisture content and color of bell pepper simultaneously during drying. J. Food Eng. 2012, 109:438-448.
    • (2012) J. Food Eng. , vol.109 , pp. 438-448
    • Romano, G.1    Argyropoulos, D.2    Nagle, M.3    Khan, M.T.4    Muller, J.5
  • 34
    • 0032206479 scopus 로고    scopus 로고
    • Texture information in run-length matrices
    • Tang X. Texture information in run-length matrices. IEEE Trans. Image Process. 1998, 7:1602-1609.
    • (1998) IEEE Trans. Image Process. , vol.7 , pp. 1602-1609
    • Tang, X.1
  • 35
    • 32644440328 scopus 로고    scopus 로고
    • Recent applications of image texture for evaluation of food qualities - a review
    • Zheng C., Sun D.W., Zheng L. Recent applications of image texture for evaluation of food qualities - a review. Trends Food Sci. Technol. 2006, 17:113-128.
    • (2006) Trends Food Sci. Technol. , vol.17 , pp. 113-128
    • Zheng, C.1    Sun, D.W.2    Zheng, L.3
  • 36
    • 33947268000 scopus 로고    scopus 로고
    • Gabor feature-based apple quality inspection using kernel principal component analysis
    • Zhu B., Jiang L., Luo Y., Tao Y. Gabor feature-based apple quality inspection using kernel principal component analysis. J. Food Eng. 2007, 81(741):749.
    • (2007) J. Food Eng. , vol.81 , Issue.741 , pp. 749
    • Zhu, B.1    Jiang, L.2    Luo, Y.3    Tao, Y.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.