Computer vision technology for real-time food quality assurance during drying process

Drying process causes many changes in the mechanical, sensorial, and nutritional properties of food products. One main challenge in the production of dried food products with acceptable shape, size, color, and texture is to monitor and control their appearance in real-time manner. Currently, there is an increasing demand for real-time approaches such as computer vision technology to monitor and control the food quality indicators including shape, size, color, and texture during drying process. This note briefly describes the potential application of computer vision system in the monitoring and controlling of the food drying process in order to enhance the dried product quality and identifies prospects for future investigations.

[1]  Mahdi Ghasemi-Varnamkhasti,et al.  Electronic and bioelectronic tongues, two promising analytical tools for the quality evaluation of non alcoholic beer , 2011 .

[2]  José Bon,et al.  EFFECT OF SHAPE ON POTATO AND CAULIFLOWER SHRINKAGE DURING DRYING , 2000 .

[3]  Maria J. Sousa-Gallagher,et al.  Shrinkage and porosity of banana, pineapple and mango slices during air-drying , 2008 .

[4]  Humberto Hernández-Sánchez,et al.  Non-isotropic shrinkage and interfaces during convective drying of potato slabs within the frame of the systematic approach to food engineering systems (SAFES) methodology , 2007 .

[5]  Robert F. Mudde,et al.  Effect of Distributor Design on the Bottom Zone Hydrodynamics in a Fluidized Bed Dryer Using 1-D X-ray Densitometry Imaging , 2009 .

[6]  Mahdi Ghasemi-Varnamkhasti,et al.  Biomimetic-based odor and taste sensing systems to food quality and safety characterization: An overview on basic principles and recent achievements , 2010 .

[7]  Mehdi Jahangiri,et al.  Shrinkage of potato slice during drying , 2009 .

[8]  Jorge E. Lozano,et al.  Shrinkage, Porosity and Bulk Density of Foodstuffs at Changing Moisture Contents , 1983 .

[9]  T. De Beer,et al.  Process analytical tools for monitoring, understanding, and control of pharmaceutical fluidized bed granulation: A review. , 2013, European journal of pharmaceutics and biopharmaceutics : official journal of Arbeitsgemeinschaft fur Pharmazeutische Verfahrenstechnik e.V.

[10]  Mohammad-R. Akbarzadeh-T,et al.  Computer vision systems (CVS) for moisture content estimation in dehydrated shrimp , 2009 .

[11]  Daniel Watzenig,et al.  A review of statistical modelling and inference for electrical capacitance tomography , 2009 .

[12]  Saeid Minaei,et al.  Potential application of machine vision to honey characterization , 2013 .

[13]  B. Koç,et al.  Modelling bulk density, porosity and shrinkage of quince during drying: The effect of drying method , 2008 .

[14]  Osvaldir Pereira Taranto,et al.  Monitoring and control of coating and granulation processes in fluidized beds – A review , 2014 .

[15]  X. D. Chen,et al.  Density, shrinkage and porosity of calamari mantle meat during air drying in a cabinet dryer as a function of water content , 1996 .

[16]  Alex Martynenko,et al.  Computer Vision for Real-Time Measurements of Shrinkage and Color Changes in Blueberry Convective Drying , 2013 .

[17]  D. G. Papanikas,et al.  Mathematical Modeling of the Convective Drying of Fruits and Vegetables , 1997 .

[18]  Li Wang,et al.  Feasibility of the use of visible and near infrared spectroscopy to assess soluble solids content and pH of rice wines , 2007 .

[19]  F. Mendoza,et al.  Application of Image Analysis for Classification of Ripening Bananas , 2006 .

[20]  José Miguel Aguilera,et al.  An application of image analysis to dehydration of apple discs , 2005 .

[21]  Somchart Soponronnarit,et al.  Development of a Computer Vision System and Novel Evaluation Criteria to Characterize Color and Appearance of Rice , 2010 .

[22]  Soleiman Hosseinpour,et al.  Continuous real-time monitoring and neural network modeling of apple slices color changes during hot air drying , 2015 .

[23]  P. S. Madamba,et al.  BULK DENSITY, POROSITY AND RESISTANCE TO AIRFLOW OF GARLIC SLICES , 1993 .

[24]  Mortaza Aghbashlo,et al.  DRYING AND REHYDRATION CHARACTERISTICS OF SOUR CHERRY (PRUNUS CERASUS L.) , 2009 .

[25]  G. Févotte,et al.  In Situ Raman Spectroscopy for In-Line Control of Pharmaceutical Crystallization and Solids Elaboration Processes: A Review , 2007 .

[26]  Da-Wen Sun,et al.  Recent applications of image texture for evaluation of food qualities—a review , 2006 .

[27]  Umezuruike Linus Opara,et al.  Texture measurement approaches in fresh and processed foods — A review , 2013 .

[28]  Alberto M. Sereno,et al.  Modelling shrinkage during convective drying of food materials: a review , 2004 .

[29]  Z. Maroulis,et al.  EFFECT OF DRYING METHOD ON SHRINKAGE AND POROSITY , 1997 .

[30]  Medeni Maskan,et al.  Effect of concentration and drying processes on color change of grape juice and leather (pestil) , 2002 .

[31]  Franco Pedreschi,et al.  Quantification of enzymatic browning in apple slices applying the fractal texture Fourier image , 2009 .

[32]  X. Gao,et al.  Analysis of expanded-food texture by image processing : Part II : Mechanical properties , 1996 .

[33]  Seyed Saeid Mohtasebi,et al.  Application of machine-vision techniques to fish-quality assessment , 2012 .

[34]  Alberto M. Sereno,et al.  Shrinkage, density, porosity and shape changes during dehydration of pumpkin (Cucurbita pepo L.) fruits , 2011 .

[35]  Qamar Uz Zaman,et al.  A dual-view computer-vision system for volume and image texture analysis in multiple apple slices drying , 2014 .

[36]  J. Tan,et al.  ANALYSIS of EXPANDED-FOOD TEXTURE BY IMAGE PROCESSING PART I: GEOMETRIC PROPERTIES , 1996 .

[37]  Soleiman Hosseinpour,et al.  Application of Image Processing to Analyze Shrinkage and Shape Changes of Shrimp Batch during Drying , 2011 .

[38]  Claas Döscher,et al.  In-line monitoring of granule moisture in fluidized-bed dryers using microwave resonance technology. , 2008, European journal of pharmaceutics and biopharmaceutics : official journal of Arbeitsgemeinschaft fur Pharmazeutische Verfahrenstechnik e.V.

[39]  Cristina L. M. Silva,et al.  Quantification of microstructural changes during first stage air drying of grape tissue , 2004 .

[40]  Zacharias B. Maroulis,et al.  DENSITIES, SHRINKAGE AND POROSITY OF SOME VEGETABLES DURING AIR DRYING , 1994 .

[41]  Mortaza Aghbashlo,et al.  A review on exergy analysis of drying processes and systems , 2013 .

[42]  Soleiman Hosseinpour,et al.  Application of computer vision technique for on-line monitoring of shrimp color changes during drying , 2013 .

[43]  D. R. Rudd,et al.  Application of acoustic emission to the monitoring and end point determination of a high shear granulation process. , 2000, International journal of pharmaceutics.

[44]  W. Kerr Food Drying and Evaporation Processing Operations , 2013 .

[45]  Elisabeth Dumoulin,et al.  Quality Changes in Food Materials as Influenced by Drying Processes , 2014 .