A digital stereo-video camera system for three-dimensional monitoring of free-swimming Pacific bluefin tuna, Thunnus orientalis, cultured in a net cage

We used a digital stereo-video camera system for three-dimensional monitoring of cultured Pacific bluefin tuna, Thunnus orientalis , swimming freely in a net cage. We estimated the fork length and length frequency distribution of individual fish using the direct linear transformation (DLT) method. Information obtained from stereo images is useful for managing the growth of tuna during rearing. Our aim was to develop a simple method involving a combination of DLT and commercial image-processing software to enable aquaculturists to obtain three-dimensional measurements of fish. In this study, we used a stereo-video camera system to evaluate the precision and validity of fish size estimates determined from repeated measurements. Of the total assessed individuals swimming within a distance of  <5.5 m from the camera system, estimates for 99% (106/107) were found to be valid, with an error ratio (standard error/mean) of  <5%. Therefore, we believe that our proposed simple method for monitoring free-swimming fish could be very useful for aquaculture management.

[1]  Michele Scardi,et al.  Extracting fish size using dual underwater cameras , 2006 .

[2]  Andrew Zisserman,et al.  Multiple View Geometry in Computer Vision: Preface , 2004 .

[3]  T. Akamatsu,et al.  Evaluation of the Three-Dimensional Measurement Accuracy of FISCHOM Stereo Camera System , 2006 .

[4]  Kresimir Williams,et al.  Use of stereo camera systems for assessment of rockfish abundance in untrawlable areas and for recording pollock behavior during midwater trawls , 2010 .

[5]  R Shapiro Direct linear transformation method for three-dimensional cinematography. , 1978, Research quarterly.

[6]  Stuart Robson,et al.  The accuracy and precision of underwater measurements of length and maximum body depth of southern bluefin tuna (Thunnus maccoyii) with a stereo-video camera system , 2003 .

[7]  Michele Scardi,et al.  A dual camera system for counting and sizing northern bluefin tuna (Thunnus thynnus; Linnaeus, 1758) stock, during transfer to aquaculture cages, with a semi automatic Artificial Neural Network tool. , 2009 .

[8]  M. Shortis,et al.  Estimation of reef fish length by divers and by stereo-video A first comparison of the accuracy and precision in the field on living fish under operational conditions , 2002 .

[9]  E. Harvey,et al.  Protection from fishing alters the species composition of fish assemblages in a temperate-tropical transition zone , 2007 .

[10]  H. M. Karara,et al.  Direct Linear Transformation from Comparator Coordinates into Object Space Coordinates in Close-Range Photogrammetry , 2015 .

[11]  Marti J. Anderson,et al.  A comparison of temperate reef fish assemblages recorded by three underwater stereo-video techniques , 2005 .

[12]  Ta-Te Lin,et al.  Original paper: A simple and effective digital imaging approach for tuna fish length measurement compatible with fishing operations , 2011 .

[13]  FEASIBILITY OF USING DIGITAL PHOTOGRAPHY FOR ENVIRONMENTAL MONITORING OF ANIMALS IN AN ARTIFICIAL REEF , 2008 .