Computer vision-based evaluation of pre- and postrigor changes in size and shape of Atlantic cod (Gadus morhua) and Atlantic salmon (Salmo salar) fillets during rigor mortis and ice storage: effects of perimortem handling stress.
The present study describes the possibilities for using computer vision-based methods for the detection and monitoring of transient 2D and 3D changes in the geometry of a given product. The rigor contractions of unstressed and stressed fillets of Atlantic salmon (Salmo salar) and Atlantic cod (Gadus morhua) were used as a model system. Gradual changes in fillet shape and size (area, length, width, and roundness) were recorded for 7 and 3 d, respectively. Also, changes in fillet area and height (cross-section profiles) were tracked using a laser beam and a 3D digital camera. Another goal was to compare rigor developments of the 2 species of farmed fish, and whether perimortem stress affected the appearance of the fillets. Some significant changes in fillet size and shape were found (length, width, area, roundness, height) between unstressed and stressed fish during the course of rigor mortis as well as after ice storage (postrigor). However, the observed irreversible stress-related changes were small and would hardly mean anything for postrigor fish processors or consumers. The cod were less stressed (as defined by muscle biochemistry) than the salmon after the 2 species had been subjected to similar stress bouts. Consequently, the difference between the rigor courses of unstressed and stressed fish was more extreme in the case of salmon. However, the maximal whole fish rigor strength was judged to be about the same for both species. Moreover, the reductions in fillet area and length, as well as the increases in width, were basically of similar magnitude for both species. In fact, the increases in fillet roundness and cross-section height were larger for the cod. We conclude that the computer vision method can be used effectively for automated monitoring of changes in 2D and 3D shape and size of fish fillets during rigor mortis and ice storage. In addition, it can be used for grading of fillets according to uniformity in size and shape, as well as measurement of fillet yield measured in thickness. The methods are accurate, rapid, nondestructive, and contact-free and can therefore be regarded as suitable for industrial purposes.
Misimi
E
E
SINTEF Fisheries and Aquaculture, N-7465 Trondheim, Norway. ekrem.misimi@sintef.no
Erikson
U
U
Digre
H
H
Skavhaug
A
A
Mathiassen
J R
JR
D000818:Animals; D001331:Automation; D003201:Computers; D005511:Food Handling / Q000379:methods* / Q000592:standards; D005519:Food Preservation / Q000379:methods* / Q000592:standards; D005524:Food Technology; D005525:Food-Processing Industry / Q000295:instrumentation / Q000379:methods; D048389:Gadus morhua / Q000502:physiology*; D006801:Humans; D007053:Ice; D007091:Image Processing, Computer-Assisted; D011180:Postmortem Changes; D012298:Rigor Mortis; D020317:Salmo salar / Q000502:physiology*; D017747:Seafood / Q000592:standards*
D007053:Ice