PROCEDURE FOR THE EVALUATION OF BATTLE ANIMAL HALVES BY OPTICAL IMAGE PROCESSING
The invention relates to a method for evaluating the halves of slaughtered animals by optical image processing. A simple computerized method for sufficiently reliable evaluation is obtained even when the symmetry plane has been missed during cutting of the slaughtered animals due to cutting error by delecting two salient points and a straight line (5) in a photogrammetric reliable manner and by additionally calculating a parallel line (6) and a vertical line (7), wherein the end of die connecting bone (2) on the body side is used as first salient point and the central extension of the back fat (4) is used as a first direction.
(57) Zusammenfassung Die Erfindung bezeichnet ein Verfahren zur Bewertung von Schlachttiertiâlften dutch opdsche Bildverarbeitung. Ein einfaches rechentechnisch zu reallslerendes Verfahren fflr eine hinrcichend sichcre Bewertung, auch wenn durch Spaltfehler die Symmetrieebene bei der Spaltung der Schlachttiere verlassen wiixl, witd erzielt, indem zwei markante Punkte und eine Gerade (5) photogrammetrisch sicher erfaBt und dazu eine Parallèle (6) und eine Senkrechte (7) berechnet werden, wobei als ein erster markanter Punkt das kSrperseitige Ende des Schloflknochens (2) und als erste Richtung der mittlere Veriauf des RUckenspecks (4) benutzt werden.
METHOD FOR EVALUATING THE HALVES OP SLAUGHTERED ANIMALS BY OPTICAL IMAGE The invention defines a method for evaluating half carcasses, also known as sides, of slaughtered animals that are detected at the product entrance, classification points, or product exit in slaughterhouses and meat packing io facilities, by optical image processing. As a rule, inside the slaughterhouses and meat packing facilities, these half carcasses are transported, hanging from a hook, by means of special transport systems. The evaluation presented here is designed in particular for sides of pork, but it is also suitable in principle for sides of cattle, sheep, goats, or other large and small slaughtered animals.
In general, the sides of pork are registered, weighed and evaluated. The sides of pork are evaluated connnercially by an appropriate official market classification. The thickness of the fat and of the flesh is detected at legally prescribed points specific to particular countries or states.
For sorting purposes, a market value determination of the carcasses is made, as a rule; the finding is more conclusive if many further specific parameters are included, but usually these are not standardized.
German Patents DE 41 09 345 C2 and DE 44 08 604 C2 disclose an analysis or evaluation of carcass halves by means of image processing, in this processing, a photogrammetrical assessment of partial images of the carcass halves is done, beginning at the rumpbone. A disadvantage of such methods is that the rumpbone, as a prominent point in the picture of the carcass halves, is not adequately reliably selectable under the usual conditions in slaughterhouses, since because of mistakes in eplicting the carcass that aometimes occur (if the division is not precisely in the plane of symmetry of the carcass), portions of the spinal column are missing from one half of the carcass or are covered with leaf fat, also known as pork flare, yet the spine is known to be located in only a narrow region of the plane of symmetry of the body of the animal. Another disadvantage is that selecting the spinal column is complicated and requires much computation by way of object analysis with predefined contour and object parameters.
The object of the invention is to develop a method that assures evaluation of carcass halves by image processing while overcoming the above disadvantages; in particular with a method that is simple to achieve in terms of computation, adequately reliable evaluation is intended to be accomplished, even if splitting errors mean that the plane of symmetry is missed when the carcasses are split.
This object is attained with the characteristics recited in claim 1. Further features of the invention will become apparent from the dependent claims.
The object is attained essentially in that for the photogrammetrical evaluation and assessment, only those body components that extend anatomically over a wide region relative to the plane of symmetry of the carcass and are reliably detectable visually are used; the hipbone, the gluteus médius muscle (MGM) , in particular, and the back fat meet these requirements.
Because there are two hipbones, which meet solely in the plane of symmetry (inside the hip joint), the cut always runs through a hipbone and is thus optically visible and can be reliably evaluated by computation. Because it cannot be overlapped by leaf fat, the split surface cannot be visually concealed. The MGM and the back fat extend in the same over broad portions of the width of the back and are always reliably selectable visually and by computation by way of the transitions in brightness or color.
One advantageous exemplary embodiment of the invention is explained in further detail in conjunction with Fig. 1 in the form of photogrammetrical evaluation.
In Pig. 1, an image region l furnished for photogrammetrical evaluation includes an optical picture of the loin and leg region of the carcass half, including the end of the hipbone 2 nearer the body, the end of the MGM 3 nearer the body, and the outer boundary of the back fat 4.
The oval-rounded hipbone (bright in front of a red peripheral region), which is readily visible and selectable by computation because of the transitions in brightness or color, is detected, and advantageously the end of the hipbone 2 nearer the body is made available, as a first prominent point, to the phatogrammatrical evaluation. The back fat is also detected with respect to its boundaries on the basis of the brightness or color transitions (bright in front of a red peripheral region or background) and made available to the photogrammetrical evaluation in the form of a first straight line 5, in terms of its mean course. It is conceivable at the same time to detect its boundaries and the surface area or the width to be determined or detected, and to make a point of minimal fat thickness available as a second prominent point to the photogrammetrical evaluation.
However, it is advantageous to detect the MGM 3 on. the basis of the brightness or color transitions (red in front of a bright peripheral region) and to furnish the end of the MGM 3 nearer the body to the photogrammetrical evaluation as a second prominent point. Given a known side of the carcass -y- half, the straight line 5 can be represented by confutation as a parallel 6 through the first prominent point - in the form of the end of the hipbone 2 nearer the body - whereupon a vertical 7 through the second point is unequivocally determined; this vertical is advantageously calculated with respect to its segments as far as the parallel 6 and the outer boundary of the back fat 4. An advantageous refinement provides the calculation of the length from the first prominent point - in the form of the end of the hipbone 2 nearer the body - to the base point of the vertical 7; further base points 8 derived from this length can also be calculated - such as a point which divides this line in a ratio of 2:1 and by which further verticals 9 are determined - and their segments are advantageously calculated analogously. The calculated lengths of the segments or area values between them serve as specific parameters for evaluating the carcass half. It is especially advantageous, by way of this computationally reliable selection of two points and one direction, to simulate the classical two-point method in modified form photogranmetrically.
-5"' Reference Numerals Used 1 Image region 2 Bnd of a hipbone nearer the body 3 End of the MGM nearer the body 4 Back fat Straight line € Parallel 7 Vertical 8 Further base points 9 Further vertical The invention relates to a method for evaluating the halves of slaughtered animals by optical image processing. A simple computerized method for sufficiently reliable evaluation is obtained even when the symmetry plane has been missed during cutting of the slaughtered animals due to cutting error by detecting two salient points and a straight line (5) in a photogrammetric reliable manner and by additionally calculating a parallel line (6) and a vertical line (7), wherein the end of the connecting bone (2) on the body side is used as first salient point and the central extension of the back fat (4) is used as a first direction. Method for evaluating slaughtered animal halves by optical image processing, wherein an image region (1) provided for photogrammetric evaluation contains an optical reproduction of the loin and hindquarters region of the slaughtered animal half and uses computer means to distinguish clearly visible body parts, and specific parameters are determined for evaluation, wherein two defined points and a straight line (5) are reliably determined photogrammetrically, characterised in that, the body-side end of a hip-joint bone (2) is used as a first defined point and the middle course of the back flesh (4) is used as the straight line (5), with respect to the straight line (5), a parallel (6) through the first defined point and a perpendicular (7) through the second defined point are calculated and the lengths of the partial sections of the perpendiculars (7) with respect to the parallel (6) and with respect to the outer limit of the back flesh (4) serve as specific parameters for the evaluation. Method for evaluating slaughtered animal halves by optical image processing according to claim 1, characterised in that, as the second defined point, the location of the minimum fat thickness of the back flesh (4) or the body-side end of the MGM (3) is reliably determined photogrammetrically. Method for evaluating slaughtered animal halves by optical image processing according to claim 1 or claim 2, characterised in that, the length of the section on the parallel (6) from the first defined point to the foot of the perpendiculars (7) is calculated. Method for evaluating slaughtered animal halves by optical image processing according to claim 3, characterised in that, from the calculated length of the section, further feet (8) on the parallel (6) and further perpendiculars (9) are calculated. Method for evaluating slaughtered animal halves by optical image processing according to one of claims 1 to 4, characterised in that a two-point method modified for reliable photogrammetric determination is produced