title: Effectiveness of the SmartMV prototype BeefCam System to sort beef carcasses into expected palatability groups.
abstract: This study was conducted to determine the effectiveness of the SmartMV prototype BeefCam Video Imaging System (prototype BeefCam) for classifying beef carcasses into palatability ("certified" or "not certified" as palatable) groups. Carcasses (n = 769) were selected from four beef-packing plants to represent three USDA quality grade groups (Top Choice, TC; Low Choice, LC; and Select, SE). Following chilling, a prototype BeefCam image of the longissimus muscle was obtained for each carcass. Strip loins were collected from the left side of each carcass and aged for 10 d; Warner-Bratzler shear force (WBSF; n = 769) values and consumer panel ratings (hedonic, end-anchored, 9-point ratings for overall like/dislike; n = 500 carcasses) were obtained for cooked steaks. Using information from the images, two regression models were developed to predict the first principal component of WBSF and consumer panel ratings for sorting carcasses based on expected eating quality. Model I used only prototype BeefCam output, whereas Model II used prototype BeefCam output and a coded value for quality grade group. For both models, carcasses with a predicted value of less than 0.0 were certified as producing palatable beef Additional carcasses (n = 292) were evaluated at a fifth and separate packing plant by prototype BeefCam to validate Models I and II. A strip loin was collected from each carcass and WBSF was measured after 14 d of aging. The percentages of validation carcasses that generated tough (WBSF > or = 4.5 kg) steaks were 6.5,5.8,10.7, and 7.9% for, TC, LC, SE, and all carcasses, respectively. Use of Model I certified 51.9, 47.6, 43.8, and 47.3% of TC, LC, SE, and all carcasses, respectively. Of the carcasses certified by use of Model I, 0.0,0.0, 4.1, and 1.4% of TC, LC, SE, and all carcasses, respectively, generated tough steaks. Use of Model II certified 59.7, 47.6, 25.0, and 42.1% of TC, LC, SE, and all carcasses, respectively. Of the carcasses certified by use of Model II, 2.2, 0.0, 3.6, and 1.6% of TC, LC, SE, and all carcasses, respectively, generated tough steaks. For both models, the frequency of carcasses that produced tough steaks in the certified group was lower (P < 0.05) for all validation carcasses sampled compared with that of the original carcass population. Based on the decrease in the frequency of carcasses that produced tough steaks, further development of a commercial BeefCam system is warranted.
authors.affiliation: Department of Animal Sciences, Colorado State University, Fort Collins 80523-1171, USA.
authors.forename: A M
authors.initials: AM
authors.lastname: Wyle
authors.forename: D J
authors.initials: DJ
authors.lastname: Vote
authors.forename: D L
authors.initials: DL
authors.lastname: Roeber
authors.forename: R C
authors.initials: RC
authors.lastname: Cannell
authors.forename: K E
authors.initials: KE
authors.lastname: Belk
authors.forename: J A
authors.initials: JA
authors.lastname: Scanga
authors.forename: M
authors.initials: M
authors.lastname: Goldberg
authors.forename: J D
authors.initials: JD
authors.lastname: Tatum
authors.forename: G C
authors.initials: GC
authors.lastname: Smith
mesh_terms: D000293:Adolescent; D000328:Adult; D000368:Aged; D000818:Animals; D002417:Cattle; D003258:Consumer Behavior; D003296:Cooking; D006801:Humans; D007091:Image Processing, Computer-Assisted / Q000379:methods / Q000592:standards*; D008460:Meat / Q000145:classification* / Q000592:standards*; D008462:Meat-Packing Industry / Q000592:standards; D008875:Middle Aged; D018482:Muscle, Skeletal / Q000033:anatomy & histology / Q000502:physiology*; D011237:Predictive Value of Tests; D011786:Quality Control; D012044:Regression Analysis; D013649:Taste; D014481:United States; D016885:United States Department of Agriculture; D014741:Video Recording