CHEMICAL-MORPHOLOGICAL RELATIONSHIPS OF RAINBOW TROUT, ONCORHYNCHUS MYKISS, COMPUTED BY MACHINE VISION

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SAFIYARI HASAN; GERAMI MOHAMMAD HASAN; JAFARI ABDOLABBAS; MOOSAVI NASAB MARZIEH

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Paper Information

Journal: JOURNAL OF FISHERIES SCIENCE AND TECHNOLOGY (JFST) Year:2015 | Volume:4 | Issue:1 Page(s): 53-68

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Title

CHEMICAL-MORPHOLOGICAL RELATIONSHIPS OF RAINBOW TROUT, ONCORHYNCHUS MYKISS, COMPUTED BY MACHINE VISION

Author(s)

SAFIYARI HASAN | GERAMI MOHAMMAD HASAN | JAFARI ABDOLABBAS | MOOSAVI NASAB MARZIEH | Issue Writer Certificate

Keywords

IMAGE PROCESSINGQ2

CHEMICAL ANALYSISQ2

RAINBOW TROUTQ1

MATLABQ2

Abstract

The chemical-morphological relationships in RAINBOW TROUT, Oncorhynchus mykiss, was assessed through photography in light room. The image data were transferred to a laptop and analyzed by MATLAB (Matrix Laboratory) version R2009a. The designated algorithm of 7 features, including length, height, area, perimeter, equivalent diameter, major and minor axis length were extracted from the images. Afterward, chemical compositions of the fish (including crude protein, crude fat, moisture content, pH value and leakage), were determined. Pearson's correlation coefficient was used to correlate visual and chemical properties. Factors were assayed with linear, logarithmic, exponential and power method. Results showed that pH, leakage, protein and fat had a good correlation with fish length, and moisture with fish perimeter, in Quadratic equation (R2= 0.993, 0.991, 0.991, 0.989 and 0.992, respectively). In conclusion, this methodology can be applied for automated CHEMICAL ANALYSIS and on-line monitoring in fish farms.

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APA: Copy

SAFIYARI, HASAN, GERAMI, MOHAMMAD HASAN, JAFARI, ABDOLABBAS, & MOOSAVI NASAB, MARZIEH. (2015). CHEMICAL-MORPHOLOGICAL RELATIONSHIPS OF RAINBOW TROUT, ONCORHYNCHUS MYKISS, COMPUTED BY MACHINE VISION. JOURNAL OF FISHERIES SCIENCE AND TECHNOLOGY (JFST), 4(1), 53-68. SID. https://sid.ir/paper/246886/en

Vancouver: Copy

SAFIYARI HASAN, GERAMI MOHAMMAD HASAN, JAFARI ABDOLABBAS, MOOSAVI NASAB MARZIEH. CHEMICAL-MORPHOLOGICAL RELATIONSHIPS OF RAINBOW TROUT, ONCORHYNCHUS MYKISS, COMPUTED BY MACHINE VISION. JOURNAL OF FISHERIES SCIENCE AND TECHNOLOGY (JFST)[Internet]. 2015;4(1):53-68. Available from: https://sid.ir/paper/246886/en

IEEE: Copy

HASAN SAFIYARI, MOHAMMAD HASAN GERAMI, ABDOLABBAS JAFARI, and MARZIEH MOOSAVI NASAB, “CHEMICAL-MORPHOLOGICAL RELATIONSHIPS OF RAINBOW TROUT, ONCORHYNCHUS MYKISS, COMPUTED BY MACHINE VISION,” JOURNAL OF FISHERIES SCIENCE AND TECHNOLOGY (JFST), vol. 4, no. 1, pp. 53–68, 2015, [Online]. Available: https://sid.ir/paper/246886/en

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