Computer vision technology for food quality assurance

Trends in Food Science and Technology

Volumn 7, Issue 8, 1996, Pages 245-256

  Gunasekaran, Sundaram ^a  

^a UNIVERSITY OF WISCONSIN MADISON   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 0030209439     PISSN: 09242244     EISSN: None     Source Type: Journal    
DOI: 10.1016/0924-2244(96)10028-5     Document Type: Review

References (48)

1. 1 Gunasekaran, S. (1996) 'Computerized Automation/Controls in Dairy Processing' in Computerized Control Systems in the Food Industry (Mittal, G.S., ed.), pp. 407-449, Marcel Dekker
2. 2 Renard, M. (1990) 'Machine Vision - Does the Technology Satisfy the Marketplace. A Panel Discussion' in Machine Vision for Three-Dimensional Scenes (Freeman, H., ed.), p. 405, Academic Press
3. 3 Zuech, N. (1990) 'Machine Vision - Does the Technology Satisfy the Marketplace. A Panel Discussion' in Machine Vision for Three-Dimensional Scenes (Freeman, H., ed.), pp. 399-403, Academic Press
4. 4 Robinson, S.L. and Miller, R.K. (1989) Automated Inspection and Quality Assurance, Marcel Dekker
5. 5 Haralick, R.M. and Shapiro, L.G. (1992) Computer and Robot Vision, Addison-Wesley Publishing Company, Reading, MA, USA
6. 6 Gonzalez, R.C. and Woods, R.E. (1992) Digital Image Processing, Addison-Wesley Publishing Company, Reading, MA, USA
7. 7 Shirai, Y. (1987) Three-Dimensional Computer Vision, Springer-Verlag
8. 8 Macaire, L. and Postaire, J.G. (1989) 'Real-time Adaptive Thresholding for On-line Evaluation with Line-scan Cameras' in Proceedings of Computer Vision for Industry, pp. 14-25, Society of Photooptical Instrumentation Engineers, Boston, MA, USA
9. 9 Gunasekaran, S. and Ding, K. (1994) 'Using Computer Vision for Food Quality Evaluation' in Food Technol. 48(6), 151-154
10. 10 Berardinis, L.A. (1992) 'Untangling the Mystery of Neural Networks' in Mach. Des. 65(13), 55-59
11. 11 Arteaga, G.E. and Nakai, S. (1993) 'Predicting Protein Functionality with Artificial Neural Networks: Foaming and Emulsifying Properties' in J. Food Sci. 58(5), 1152-1156
12. 12 Zhang, Q. and Litchfield, J.B. (1990) 'Fuzzy Expert Systems: A Prototype for Control of Corn Breakage during Drying' in J. Food Process Eng. 12(4), 259-273
13. 13 Terano, T., Asai, K. and Sugeno, M. (1991) Fuzzy Systems Theory and Its Applications, Academic Press
14. 14 Cho, S.I. and Kim, S.C. (1994) 'Fuzzy Logic Controller for a Baking Process' in ASAE Paper No. 94-6502, American Society of Agricultural Engineers, St Joseph, MI, USA
15. 15 Singh, R.K. and Ou-Yang, F. (1994) 'Knowledge-based Fuzzy Control of Aseptic Processing' in Food Technol. 48(6), 155-162
16. 16 Batchelor, B.G. (1985) 'Lighting and Viewing Techniques' in Automated Visual Inspection (Batchelor, B.G., Hill, D.A. and Hodgson, D.C., eds), pp. 103-179, IFS Publications, Ltd, Bedford, UK
17. 17 Gunasekaran, S., Cooper, T.M., Berlage, A.G. and Krishnan, P. (1987) 'Image Processing for Stress Cracks in Corn Kernels' in Trans. ASAE 30(1), 266-271
18. 18 Upchurch, B.L. and Throop, J.A. (1994) 'Effects of Storage Duration on Detecting Watercore in Apples using Machine Vision' in Trans. ASAE37(2), 483-486
19. 19 Mersch, S.H. (1984) 'Polarized Light for Machine Vision Applications' in Proceedings of the Third Annual Applied Machine Vision Conference, pp. 4/40-4/54, International Society for Optical Engineering, Bellingham, WA, USA
20. 20 Tao, Y., Chance, L. and Liu, B. (1995) 'Full Scale Fruit Vision Sorting System Design - Factors and Considerations' in Proceedings of the Food Processing Automation Conference IV, pp. 14-22, American Society of Agricultural Engineers, St Joseph, MI, USA
21. 21 Russ, J.C. (1992) The Image Processing Handbook, Chemical Rubber Company Press, Boca Raton, FL, USA
22. 22 Novini, A. (1987) 'Fundamentals of Strobe Lighting for Machine Vision' in Proceedings of Vision 87 Conference, pp. 4/13-4/25, Society of Manufacturing Engineers, Detroit, MI, USA
23. 23 Jain, R., Kasturi, R. and Schunick, B.G. (1995) Machine Vision, McGraw-Hill
24. 24 Chan, J.P. and Batchelor, B.G. (1993) 'Machine Vision for the Food Industry' in Food Process Monitoring Systems (Pinder, A.C. and Godfrey, G., eds), pp. 58-101, Blackie
25. 25 Tan, J., Gao, X. and Hsieh, F. (1994) 'Extrudate Characterization by Image Processing' in J. Food Sci. 59(6), 1247-1250
26. 26 McConnell, R.K. and Blau, H.H. (1995) 'Color Classification of Non-uniform Baked and Roasted Foods' in Proceedings of the Food Processing Automation Conference IV, pp. 40-46, American Society of Agricultural Engineers, St Joseph, MI, USA
27. 27 Wong, E.K. (1994) 'Syntactic Image Pattern Recognition' in Digital Imaging Processing Methods (Dougherty, E.R., ed.), pp. 167-195, Marcel Dekker
28. 28 McDonald, T.P. and Chen, Y.R. (1990) 'Separating Connected Muscle Tissues in Images of Beef Carcass Ribeyes' in Trans. ASAE 33(6), 2059-2065
29. 29 Ni, H. and Gunasekaran, S. (1995) 'A Computer Vision Method for Determining Quality of Shredded Cheese' in Proceedings of the Food Processing Automation Conference IV, pp. 78-86, American Society of Agricultural Engineers, St Joseph, MI, USA
30. 30 Ros, F., Guillaume, S., Rabated, G. and Sevila, F. (1995) 'Recognition of Overlapping Particles in Granular Product Images using Statistics and Neural Networks' in Food Control 6(1), 37-43
31. 31 Smolarz, A., Van Hecke, E. and Bouvier, J.M. (1989) 'Computerized Image Analysis and Texture of Extruded Biscuits' in J. Texture Stud. 20, 223-228
32. 32 Lai, F.S., Zayas, I. and Pomeranz, Y. (1986) 'Application of Pattern Recognition Techniques in the Analysis of Cereal Grains' in Cereal Chem. 63(2), 168-172
33. 33 Ding, K., Morey, R.V., Wilcke, W.F. and Hansen, D.J. (1990) 'Corn Quality Evaluation with Computer Vision', ASAE Paper No. 90-3532, American Society of Agricultural Engineers, St Joseph, MI, USA
34. 34 Ding, K. and Gunasekaran, S. (1994) 'Shape Feature Extraction and Classification of Food Material using Computer Vision' in Trans. ASAE 37(5), 1537-1545
35. 35 Zayas, I.Y. (1993) 'Digital Image Texture Analysis for Bread Crumb Grain Evaluation' in Cereal Foods World 38(10), 760-766
36. 36 Ruan, R., Xu, J.Z. and Jones, R.K. (1995) 'Rapid Analysis of Scabby Wheat using Machine Vision and Neural Networks' in Proceedings of the Food Processing Automation Conference IV, pp. 59-66, American Society of Agricultural Engineers, St Joseph, MI, USA
37. 37 McLeod, A, (1991) 'Illumination Techniques for 3-D Machine Vision' in Fish Quality Control by Computer Vision (Pau, L.F. and Olaffsson, R., eds), pp. 151-182, Marcel Dekker
38. 38 Naiberg, A. and Little, J.J. (1994) 'A Unified Recognition and Stereo Vision System for Size Assessment of Fish' in Proceedings of the Second IEEE Workshop on Applications of Computer Vision, pp. 2-9, Institute of Electronic and Electrical Engineers Computer Society Press, Los Alamitos, CA, USA
39. 39 Harrigan, K. (1995) 'Flour Power: Microscopic Image Analysis in the Food Industry' in Cereal Foods World 40(1), 11-14
40. 40 Kalab, M., Allan-Wojtas, P. and Miller, S.S. (1995) 'Microscopy and Other Imaging Techniques in Food Structure Analysis' in Trends Food Sci. Technol. 6(6), 177-186
41. 41 Litchfield, J.B., Reid, J.F. and Schmidt, S.J. (1994) 'Machine Vision Microscopy and Magnetic Resonance Microscopy' in Food Technol. 48(6), 163-166
42. 42 Rao, A.R., Ramesh, N., Wu, F.Y., Mandville, J.R. and Kerstens, P.J.M. (1992) 'Algorithms for a Fast Confocal Optical Inspection System' in Proceedings of the IEEE Workshop on Applications of Computer Vision, pp. 298-305, Institute of Electronic and Electrical Engineers Computer Society Press, Los Alamitos, CA, USA
43. 43 Brakenhoff, G.J., van der Voort, H.T.M., van Spronsen, E.A. and Nanninga, N. (1988) '3-Dimensional Imaging of Biological Structures by High Resolution Confocal Scanning Laser Microscopy' in Scanning Microsc. 2, 33-39
44. 44 Ding, K. and Gunasekaran, S. (1995) 'Three-dimensional Image Reconstruction for Food Microstructure Evaluation using Confocal Laser Scanning Microscope' in Proceedings of the Food Processing Automation Conference IV, pp. 303-315, American Society of Agricultural Engineers, St Joseph, MI, USA
45. 45 Eklund, M.W., Ravichandran, G., Trivedi, M.M. and Marapane, S.B. (1994) 'Real-time Visual Tracking using Correlation Techniques' in Proceedings of the Second IEEE Workshop on Applications of Computer Vision, pp. 256-263, Institute of Electronic and Electrical Engineers Computer Society Press, Los Alamitos, CA, USA
46. 46 Liao, K., Paulsen, M.R. and Reid, J.F. (1994) 'Real-time Detection of Colour and Surface Defects of Maize Kernels using Machine Vision' in J. Agric. Eng. Res. 59, 263-271
47. 47 Lake, D.W. (1994) 'High Speed, High Resolution TDI Based Image Acquisition' in Proceedings of the III Food Processing Automation Conference, pp. 39-44, American Society of Agricultural Engineers, St Joseph, MI, USA
48. 48 Ni, B., Paulsen, M.R., Liao, K. and Reid, J.F. (1993) 'An Automated Corn Kernel Inspection System using Machine Vision' in ASAE Paper No. 93-3032, American Society of Agricultural Engineers, St Joseph, MI, USA