Análisis digital de imágenes para evaluar el encogimiento de fresas sometidas a tecnologías emergentes de procesamiento
PDF
XML

Palabras clave

images analysis
strawberries
edible coatings
osmotic dehydration
microwave drying Análisis de imágenes
fresas
recubrimientos comestibles
deshidratación osmótica
microondas

Cómo citar

Gamboa Santos, J., & Campañone, L. A. (2018). Análisis digital de imágenes para evaluar el encogimiento de fresas sometidas a tecnologías emergentes de procesamiento. Revista Colombiana De Investigaciones Agroindustriales, 5(2), 33–51. https://doi.org/10.23850/24220582.1594

Resumen

En las frutas, particularmente en fresas, el aspecto es un atributo de suma importancia. La apariencia, que puede definirse por el color, la forma, el tamaño y la textura visual, no sólo determina el grado de maduración o la presencia o ausencia de impurezas si no también da indicios de la aplicación de procesos tecnológicos o condiciones de almacenamiento prolongado. En la mayor parte de los casos, un encogimiento excesivo de las frutas afecta negativamente la preferencia y aceptación de dichos productos por los consumidores. En el caso de las frutas deshidratadas, las modificaciones morfométricas (forma y tamaño) ocasionadas por el proceso son tema de gran incumbencia para la industria. Las técnicas tradicionales de monitoreo de parámetros físicos y físico-químicos de calidad suelen requerir períodos de análisis prolongados, son costosas, laboriosas, invasivas e impracticables durante el monitoreo en-línea a nivel industrial. Por tanto, el presente trabajo trata sobre la evaluación y correlación de características morfométricas: área (A),  mediante técnicas de análisis digital de imágenes, y espesor (L) medido con un calibre, en rodajas de fresas (1 cm de espesor inicial) sometidas a tratamientos combinados que incluyen aplicación de recubrimientos comestibles (alginato-lactato), deshidratación osmótica (sacarosa, 60 ºBx, 40 ºC, 4h) y secado asistido con microondas (1,2 W/g). Con respecto al espesor se obtuvieron reducciones del orden del 60% (retención 40%) para muestras frescas (FR+MW) y frescas recubiertas (FR_R+MW) y de 37% (retención 63%) para muestras pre-tratadas con DO (DO+MW y DO_R+MW). El procesamiento de imágenes del área de la sección transversal de las rodajas, sometidas a secado con MW, arrojó reducciones de 56% para las muestras FR+MW y FR_R+MW y de hasta el 18% para las muestras previamente deshidratadas osmóticamente. Al correlacionar los porcentajes de retención L y A se obtuvieron excelentes coeficientes para las muestras FR+MW y FR_R+MW (R2: 97 y 98%).

https://doi.org/10.23850/24220582.1594
PDF
XML

Citas

Aghbashlo, M., Hosseinpour, S., & Ghasemi-Varnamkhasti, M. (2014). Computer vision technology for real-time food quality assurance during drying process. Trends in Food Science & Technology, 39 (1), 76-84. https://doi.org/10.1016/j.tifs.2014.06.003

Bhargava, A., & Bansal, A. (2018). Fruits and vegetables quality evaluation using computer vision: A Review. Journal of Kind Sand University – Computer and Information Sciences, 30 (4), 2-15. https://doi.org/10.1016/j.jksuci.2018.06.002

Chen, Q., Zhang, C., Zhao, J., & Ouyang, Q. (2013). Recent advances in emerging imaging techniques for non-destructive detection of food quality and safety. Trends in Analytical Chemistry, 52, 261-274. https://doi.org/10.1016/j.trac.2013.09.007

Cho, J.S., Lee, H.J., Park, J.H., Sung, J.H., Choi, J.Y., & Moon, K.D. (2016). Image analysis to evaluate the browning degree of banana (Musa spp.) peel. Food Chemistry, 194, 1028-1033. https://doi.org/10.1016/j.foodchem.2015.08.103

De Bruijn, J., & Bórquez, R. (2014). Quality retention in strawberries dried by emerging dehydration methods. Food Research International, 63 (A), 42-48. https://doi.org/10.1016/j.foodres.2014.03.029

Doymaz, I. (2008). Convective drying kinetics of strawberry. Chemical Engineering and Processing, 47 (5), 914-919. https://doi.org/10.1016/j.cep.2007.02.003

Erle, U., & Schubert, H. (2001). Combined osmotic and microwave-vacuum dehydration of apples and strawberries. Journal of Food Engineering, 49 (2-3), 193-199. https://doi.org/10.1016/S0260-8774(00)00207-7

Fernandes, F.A.N., & Rodrigues, S. (2008). Dehydration of sapota (Achras sapota L.) using ultrasound as pretreatment. Drying Technology, 26, 1232–1237. https://doi.org/10.1080/07373930802307118

Gamboa-Santos, J., Megías-Pérez, R., Soria, A.C., Olano, A., Montilla, A., & Villamiel, M. (2014a). Impact of processing conditions on the kinetics of vitamin C degradation and 2-furoylmethyl amino acid formation in dried strawberries. Food Chemistry, 153, 164-170. https://doi.org/10.1016/j.foodchem.2013.12.004

Gamboa-Santos, J., Montilla, A., Soria, A.C., Cárcel, J.A., García-Pérez, J.V., & Villamiel, M. (2014b). Impact of power ultrasound on chemical and physicochemical quality indicators of strawberries dried by convection. Food Chemistry, 161, 40–46.

García-Noguera, J., Oliveira, F.I.P., Gallâo, M.I., Weller, C.L., Rodrigues, S., & Fernandes, F.A.N. (2010). Ultrasound-assisted osmotic dehydration of strawberries: Effect of pretreatment time and ultrasonic frequency. Drying Technology, 28 (2), 294-303. doi: 10.1080/07373930903530402

Giovanelli, G., Brambilla, A., & Sinelli, N. (2013). Effect of osmo-air dehydration treatments on chemical, antioxidant and morphological characteristics of blueberries. LWT-Food Science and Technology, 54 (2), 577-584. https://doi.org/10.1016/j.lwt.2013.06.008

Gol, N.B., Patel, P.R., & Ramana Rao, T.V. (2013). Improvement of quality and shelf-life of strawberries with edible coatings enriched with chitosan. Postharvest Biology and Technology, 85, 185-195. https://doi.org/10.1016/j.postharvbio.2013.06.008

Hosseinpour, S., Rafiee, S., Aghbashlo, M., & Mohtarebi, S.S. (2014). A novel image processing approach for in-line monitoring of visual texture during shrimp drying. Journal of Food Engineering, 143, 154-166. https://doi.org/10.1016/j.jfoodeng.2014.07.003

Jalaee, F., Fazeli, A., Fatemian, H., & Tavakolipour, H. (2011). Mass transfer coefficient and the characteristics of coated apples in osmotic dehydrating. Food and Bioproducts Processing, 89 (4), 367-374. https://doi.org/10.1016/j.fbp.2010.09.012

Khin, M.M., Zhou, W., & Perera, C.O. (2006). A study of the mass transfer in osmotic dehydration of coated potato cubes. Journal of Food Engineering, 77 (1), 84-95. https://doi.org/10.1016/j.jfoodeng.2005.06.050

Kocadagli, T., & Gökmen, K. (2018). Caramelization in food. A food quality and safety perspective. Ámsterdam: Elsevier.

Lago-Vanzela, E.S., do Nascimento, P., Fontes, E.A.F., Mauro, M.A., & Kmura, M. (2013). Edible coatings from native and modified starches retain carotenoids in pumpkin during drying. LWT – Food Science and Technology, 50 (2), 420-425. https://doi.org/10.1016/j.lwt.2012.09.003

Manninen, H., Paakki, M., Hopia, A., & Franzén, R. (2015). Measuring the Green colour of vegetables from digital images using image analysis. LWT – Food Science and Technology, 63 (2), 1184-1190. https://doi.org/10.1016/j.lwt.2015.04.005

Matuska, M., Lenart A., & Lazarides, H.N. (2006). On the use of edible coatings to monitor osmotic dehydration kinetics for minimal solids uptake. Journal of Food Engineering, 72 (1), 85-91. https://doi.org/10.1016/j.jfoodeng.2004.11.023

Maskan, M. (2001). Drying, shrinkage and rehydration characteristics of kiwifruits during hot air and microwave drying. Journal of Food Engineering, 48 (2), 177-182. https://doi.org/10.1016/S0260-8774(00)00155-2

Megías-Pérez, R., Gamboa-Santos, J., Soria, A.C., Villamiel, M., & Montilla, A. (2014). Survey of quality indicators in commercial dehydrated fruits. Food Chemistry, 150, 41-48. https://doi.org/10.1016/j.foodchem.2013.10.141

Onwude, D.I., Hashim, N., Abdan, K., Janius, R., & Chen, G. (2018). Combination of computer vision and backscattering imaging for predicting the moisture content and colour changes of sweet potato (Ipomoea batatas I.) during drying. Computers and Electronics in Agriculture, 150, 178-187. https://doi.org/10.1016/j.compag.2018.04.015

Perdones, A., Sánchez-González, L., Chiralt, A., & Vargas, A. (2012). Effect of chitosan – lemon essential oil coatings on storage-keeping quality of strawberry. Postharvest Biology and Technology, 70, 32-41. https://doi.org/10.1016/j.postharvbio.2012.04.002

Prothon, F., Ahrne, L., & Sjoholm, I. (2003). Mechanisms and prevention of plant tissue collapse during dehydration: A critical review. Critical Reviews in Food Science and Nutrition, 43 (4), 447–479. https://doi.org/10.1080/10408690390826581

Rodrigues, S., & Fernandes, F.A.N. (2007). Ultrasound in fruit processing. In: Urwaye, A.P., (Ed). New Food Engineering Research Trends (pp.103–135). Hauppauge, NY: Nova Science Publishers.

Rodríguez, A., García, M.A., & Campañone, L. (2016). Experimental study of the application of edible coatings in pumpkin sticks submitted to osmotic dehydration. Drying Technology, 34 (6), 635-644. https://doi.org/10.1080/07373937.2015.1069325

Saltos, A.H. (2010). Sensometría. Análisis en el desarrollo de alimentos procesados. Riobamba, Ecuador: Ediciones Pedagógico Freire.

Sampson, D.J., Chang, Y.K., Vasantha Rupasinghe, H.P., & Zaman, Q. (2014). A dual-view computer-vision system for volume and image texture analysis in multiple apple slices drying. Journal of Food Engineering, 127, 49-57. https://doi.org/10.1016/j.jfoodeng.2013.11.016

Shenoy, P., Innings, F., Lilliebjelke, T., Jonsson, C., Fitzpatrick, J., & Ahrné, L. (2014). Investigation of the application of digital colour imaging to assess the mixture quality of binary food poder mixes. Journal of Food Engineering, 128, 140-145. doi:10.1016/j.jfoodeng.2013.12.013

Souraki, B.A., Ghavami, M., & Tondro, H. (2014). Correction of moisture and sucrose effective diffusivities for shrinkage during osmotic dehydration of apple in sucrose solution. Food and Bioproducts Processing, 92 (1), 1-8. https://doi.org/10.1016/j.fbp.2013.07.002

Spence, C. (2018). Background colour and its impact on food perception and behaviour. Food Quality and Preference, 68, 156-166. https://doi.org/10.1016/j.foodqual.2018.02.012

Spence, C., Okajima, K., Cheok, A.D., Petit, O., & Michel, C. (2016). Eating with our eyes: from visual hunger to digital satiation. Brain and Cognition, 110, 53-63. https://doi.org/10.1016/j.bandc.2015.08.006

Sturm, B., Nunez-Vega, A.M., & Hofacker, W.C. (2014). Influence of process control strategies on drying kinetics, colour and shrinkage of air dried apples. Applied Thermal Engineering, 62 (2), 455-460. https://doi.org/10.1016/j.applthermaleng.2013.09.056

Wrolstad, R.E., Durst, R.W., & Lee, J. (2018). Tracking color and pigment changes in anthocyanin products. Trends in Food Science and Technology, 16 (9), 423-428. https://doi.org/10.1016/j.tifs.2005.03.019

Yang, X.H., Deng, L.Z., Mujumdar, A.S., Xiao, H.W., Zhang, Q., & Kan, Z. (2018). Evolution and modeling of colour changes of red pepper (Capsicum annum L.) during hot air drying. Journal of Food Engineering, 231, 101-108. https://doi.org/10.1016/j.jfoodeng.2018.03.013

Zhou, T., Harrison, A.D., Mckellar, R., Young, J.C., Odumeru, J., PIyasena, P., ... Karr, S. (2004). Determination of acceptability and shelf life of ready-to-use lettuce by digital image analysis. Food Reasearch International, 37 (9), 875-881. https://doi.org/10.1016/j.foodres.2004.05.005

Zielinska, M., & Michalska, A. (2016). Microwave-assisted drying of blueberry (Vaccinium Corymbosum L.) fruits: drying kinetics, polyphenols, anthocyanins, antioxidant-capacity, color and texture. Food Chemistry, 212 (1), 671-680. https://doi.org/10.1016/j.foodchem.2016.06.003

Descargas

Los datos de descargas todavía no están disponibles.