Computer-assisted image analysis to quantify daily growth rates of broiler chickens

1. The objective was to investigate the possibility of detecting daily body weight changes of broiler chickens with computer-assisted image analysis. 2. The experiment included 50 broiler chickens reared under commercial conditions. Ten out of 50 chickens were randomly selected and video recorded (upper view) 18 times during the 42-d growing period. The number of surface and periphery pixels from the images was used to derive a relationship between body dimension and live weight. 3. The relative error in weight estimation, expressed in terms of the standard deviation of the residuals from image surface data was 10%, while it was found to be 15% for the image periphery data. 4. Image-processing systems could be developed to assist the farmer in making important management and marketing decisions.

[1]  Ruth C. Newberry,et al.  Behaviour of roaster chickens towards an automatic weighing perch , 1985 .

[2]  A. Lill Spatial organisation in small flocks of domestic fowl. , 1968, Behaviour.

[3]  C. P. Schofield Evaluation of image analysis as a means of estimating the weight of pigs. , 1990 .

[4]  J. L. Koon,et al.  BROILER GROWTH DATA : 1986-1991 , 1992 .

[5]  C Lokhorst Automatic weighing of individual laying hens in aviary housing systems. , 1996, British poultry science.

[6]  Timothy F. Cootes,et al.  Training Models of Shape from Sets of Examples , 1992, BMVC.

[7]  H. A. Elson,et al.  The use of perches by broilers in floor pens , 1977 .

[8]  J. R. Sharp,et al.  An automatic weighing system for poultry , 1984 .

[9]  D. Sergeant,et al.  Computer visual tracking of poultry , 1998 .

[10]  J. Faure,et al.  Effects of sex, strain and type of perch on perching behaviour in the domestic fowl , 1982 .

[11]  Nigel J. B. McFarlane,et al.  Segmentation and tracking of piglets in images , 1995, Machine Vision and Applications.

[12]  Jean-Marie Aerts,et al.  Behaviour of Chickens Towards Automatic Weighing Systems , 2000 .

[13]  Erik Jørgensen,et al.  Determination of live weight of pigs from dimensions measured using image analysis , 1996 .

[14]  F. N. Reece,et al.  An Automated Weighing Systemdc for Use in Poultry Research , 1982 .

[15]  R. Kohler A segmentation system based on thresholding , 1981 .

[16]  B. M. Miller,et al.  Portable Microcomputer-Based Weighing System: Applications in Poultry Sciences , 1986 .

[17]  C. G. Belyavin,et al.  Automatic weighing of layer‐replacement pullets housed on litter or in cages , 1983 .

[18]  S. Leeson,et al.  AUTOMATIC WEIGHING OF POULTRY REARED ON A LITTER FLOOR , 1989 .

[19]  R. D. Tillett,et al.  Using model-based image processing to track animal movements , 1997 .

[20]  Timothy F. Cootes,et al.  Active Shape Models-Their Training and Application , 1995, Comput. Vis. Image Underst..