Assessment of cheese browning affected by baking conditions using computer vision

Abstract A computer vision method was developed to determine the colour change of cheese during heating. The browning properties of both Cheddar and Mozzarella cheeses were analysed and compared. The influence of baking temperature (70–200 °C) and time (0–20 min) on the browning property of cheese was significant for both cheeses. However, the time and temperature dependencies of a specially defined browning factor (BF) were different for Cheddar and Mozzarella cheeses. Cooking for 2–4 min, the BF of Mozzarella cheese increased almost linearly with baking temperature. As for the Cheddar cheese, after heating for 8–12 min, a linear relationship between the BF and baking temperature was observed from 70 to 130 °C. Further browning hardly occurred when cooking temperature increased from 130 to 160 °C, probably because of depletion of reducing sugars and amino groups in cheese that are necessary for the browning reaction. When heating at temperatures above 160 °C, the colour of Cheddar cheese darkened dramatically due to scorching. The results also show that the computer vision method developed provides an objective and efficient approach for assessing the browning of cheese.

[1]  D. Barbano,et al.  Whiteness change during heating and cooling of Mozzarella cheese. , 2000, Journal of dairy science.

[2]  D. Barbano,et al.  Mozzarella cheese making by a stirred curd, no brine procedure , 1994 .

[3]  J. Lu,et al.  Evaluation of pork color by using computer vision. , 2000, Meat science.

[4]  Marijana Carić,et al.  Processed cheese products. , 1993 .

[5]  B. L. Gwartney,et al.  DETERMINING FAT CONTENT IN GROUND BEEF VIA COLOR IMAGE PROCESSING , 1996 .

[6]  Donald J. McMahon,et al.  Functionality of Low Fat Mozzarella Cheese , 1996 .

[7]  Rodney J. Brown,et al.  Effects of Lactobacillus helveticus culture on physical properties of mozzarella cheese , 1991 .

[8]  Paul S. Kindstedt,et al.  Survey of Mozzarella Cheese Quality at Restaurant End Use , 1990 .

[9]  R. Hutkins,et al.  Isolation of Galactose-Fermenting Thermophilic Cultures and Their Use in the Manufacture of Low Browning Mozzarella Cheese , 1994 .

[10]  S. Cuppett,et al.  Browning of Mozzarella Cheese During High Temperature Pizza Baking , 1994 .

[11]  Kindstedt Ps Effect of manufacturing factors, composition, and proteolysis on the functional characteristics of mozzarella cheese. , 1993 .

[12]  Mark E. Johnson,et al.  Nonenzymatic Browning of Mozzarella Cheese , 1985 .

[13]  Da-Wen Sun,et al.  Melting characteristics of cheese: analysis of effect of cheese dimensions using computer vision techniques , 2002 .

[14]  Mark E. Johnson,et al.  Factors Affecting Nonenzymatic Browning of Process Cheese , 1985 .

[15]  D. Barbano,et al.  A model of Mozzarella cheese melting and browning during pizza baking , 1998 .

[16]  R. B. Dodd,et al.  Nondestructive detection of split-pit peaches. , 1992 .

[17]  Petr Dejmek,et al.  A Low Cost Video Technique for Colour Measurement of Potato Chips , 1999 .

[18]  G. Steiger,et al.  Milk, cream and evaporated milk. Determination of the total solids content (Reference method). Revision of Provisional IDF Standard 21A:1982 , 1986 .

[19]  Da-Wen Sun,et al.  Inspecting pizza topping percentage and distribution by a computer vision method , 2000 .

[20]  S. M. Smedley DISCRIMINATION BETWEEN BEERS WITH SMALL COLOUR DIFFERENCES USING THE CIELAB COLOUR SPACE , 1995 .

[21]  D. McMahon,et al.  Chemical, physical, and sensory characteristics of mozzarella cheese fortified using protein-chelated iron or ferric chloride. , 1998, Journal of dairy science.

[22]  S. Gunasekaran,et al.  KINETICS OF NONENZYMATIC BROWNING IN CHEDDAR CHEESE POWDER DURING STORAGE , 1997 .

[23]  Da-Wen Sun,et al.  Evaluation of the functional properties of Cheddar Cheese using a computer vision method , 2001 .

[24]  Da-Wen Sun,et al.  Correlation between Cheese Meltability Determined with a Computer Vision Method and with Arnott and Schreiber Tests , 2002 .

[25]  Da-Wen Sun,et al.  Melting characteristics of cheese: analysis of effects of cooking conditions using computer vision technology , 2002 .

[26]  Mark E. Johnson,et al.  Predictive Test for the Tendency of Cheddar Cheese to Brown After Processing , 1985 .

[27]  Patrick F. Fox,et al.  Cheese: Chemistry, Physics and Microbiology , 1993, Springer US.