Skin Color Characterization in Rainbow Trout by Use of Computer-Based Image Analysis

被引:16
|
作者
Colihueque, Nelson [1 ]
Parraguez, Margarita [1 ]
Estay, Francisco J. [2 ]
Diaz, Nelson F. [3 ]
机构
[1] Univ Los Lagos, Dept Ciencias Basicas, Osorno, Chile
[2] Piscicola Huililco Ltda, Pucon, Chile
[3] Univ Chile, Fac Ciencias Agron, Dept Anim Prod, Santiago, Chile
关键词
PIGMENT PATTERN; EVOLUTION; INHERITANCE; APPEARANCE; GENETICS; VARIANT; NUMBER; SPOTS;
D O I
10.1080/15222055.2011.581578
中图分类号
S9 [水产、渔业];
学科分类号
0908 ;
摘要
Back, flank (reddish band along the lateral line and below the lateral line), and belly regions of cultured rainbow trout Oncorhynchus mykiss were characterized in terms of skin coloration, spottiness, and darkness by using computer-based image analysis as an approach to separate fish into desirable back color categories for market and export. Three highly represented colors were observed on the back (mean +/- SE percentage of area covered by the given color): blue or sky-blue, 18.0 +/- 1.8%; yellow, 13.4 +/- 1.5%; and green, 66.1 +/- 2.0%. Individuals with a high frequency of these colors on the back (at least 50% of area covered by a given color) were reclassified into groups exhibiting a yellowish back color (YB), a bluish back color (BB), or a greenish back color (GB) to determine whether the BB group presented differences in various skin color variables when compared with the other back color groups; an undefined back color (UB) group (fish for which all colors had less than 50% coverage) was also used in these comparisons. The number and size of dark spots (mean +/- SE) on the back was significantly smaller in the BB group (2.3 +/- 0.3 spots/cm(2); 1.3 +/- 0.2% of area covered by spots/cm(2)) than in the YB group (3.4 +/- 0.2 spots/cm(2); 1.9 +/- 0.1% of area covered by spots/cm(2)); furthermore, skin darkening on the back as measured in grayscale space (where 0 = black, 255 = white) was slightly greater in the BB group (58.2 +/- 3.9) than in the GB group (80.7 +/- 2.8). In the lateral band along the flank, the percentage of area covered by purple was significantly lower in the BB group (7.1%) than in the UB group (27.5%). Skin darkening of the back and darkening of the belly demonstrated a significant positive correlation in the BB group (r = 0.558, P < 0.05). Discriminant function analysis clearly distinguished the BB group from the other back color groups based on color profile. These results support the fact that the BB group, more commonly referred to as "blue back" rainbow trout, presents a color pattern of high commercial interest that can be used to improve the external appearance of farmed rainbow trout. Furthermore, computer-based image analysis was shown to be an effective technique for objectively measuring skin color to categorize rainbow trout into particular color patterns.
引用
收藏
页码:249 / 258
页数:10
相关论文
共 50 条
  • [31] COMPUTER-BASED IMAGE-ANALYSIS OF NATURAL APPROXIMAL CARIES ON RADIOGRAPHIC FILMS
    HEAVEN, TJ
    FIRESTONE, AR
    FEAGIN, FF
    JOURNAL OF DENTAL RESEARCH, 1992, 71 : 846 - 849
  • [32] Automated Computer-Based Image Analysis in Monitoring Disease Progression for Retinopathy of Prematurity
    Taylor, Stanford
    Gupta, Kishan
    Campbell, J. Peter
    Brown, James M.
    Ostmo, Susan
    Chan, Robison Vernon Paul
    Dy, Jennifer
    Ioannidis, Stratis
    Kalpathy-Cramer, Jayashree
    Kim, Sang Jin
    Chiang, Michael F.
    INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2018, 59 (09)
  • [33] COMPUTER-BASED CHARACTERIZATION OF DETECTORS FOR OPTICAL COMMUNICATION
    MAYES, LJ
    ELECTRO-OPTICAL SYSTEMS DESIGN, 1982, 14 (12): : 28 - 33
  • [34] STRATEGIES FOR DEVELOPMENT AND USE OF COMPUTER-BASED INSTRUCTION
    SCHMIDT, SM
    SCCS PROCEEDINGS : 22ND ANNUAL SMALL COLLEGE COMPUTING SYMPOSIUM, 1989, : 359 - 368
  • [35] The use of computer-based experimental microworlds in IS research
    Sengupta, K
    ASSOCIATION FOR INFORMATION SYSTEMS - PROCEEDINGS OF THE FIFTH AMERICAS CONFERENCE ON INFORMATION SYSTEMS (AMCIS 1999), 1999, : 845 - 847
  • [36] Analysis of Computer-Based Testing Systems
    Danieliene, Renata
    Telesius, Eugenijus
    2008 CONFERENCE ON HUMAN SYSTEM INTERACTIONS, VOLS 1 AND 2, 2008, : 960 - 964
  • [37] THE USE OF DOCUMENTS FOR COMPUTER-BASED PATIENT RECORDS
    COLLEN, MF
    METHODS OF INFORMATION IN MEDICINE, 1993, 32 (04) : 269 - 269
  • [38] An Examination of the use of computer-based formative assessments
    Sullivan, Patrick
    McBrayer, Juliann Sergi
    Miller, Suzanne
    Fallon, Katherine
    COMPUTERS & EDUCATION, 2021, 173
  • [39] Computer-based training for failure analysis
    Henderson, C
    MICROELECTRONICS AND RELIABILITY, 1997, 37 (10-11): : 1445 - 1448
  • [40] Advances in computer-based autoantibodies analysis
    Soda P.
    Iannello G.
    Communications in Computer and Information Science, 2010, 52 : 333 - 346