Image processing method, image processing device, and computer-readable recording medium
An image processing and image technology, which is applied in image data processing, computer components, calculation, etc., to achieve the effect of suppressing quality deviation
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Embodiment approach 1
[0090] [Structure of Image Processing Device 10 ]
[0091] figure 1 It is a diagram showing an example of the functional configuration of the image processing device 10 in the first embodiment.
[0092] The image processing device 10 performs image processing to mechanically label annotations that would require a high degree of recognition for a worker on the annotation data stored in the storage unit 20 , and outputs the annotation data to the storage unit 30 as learning data. In the present embodiment, the annotation data is a plurality of images captured by an on-vehicle camera, to which annotations indicating clearly existing moving objects have been added by crowdsourced staff. In addition, for annotating where a moving object clearly exists in an image, a worker is not required to perform a high degree of recognition, so individual differences among workers are less likely to occur, and there is no deviation in quality.
[0093] In this embodiment, if figure 1As shown...
Deformed example 1
[0154] In Embodiment 1, a person was cited as an example of a moving object, but the present invention is not limited thereto. Alternatively, the obstructing object may be a parked car and the moving object may be a door of the parked car. In this case, the size of the second area may be the same as that of the first area. Below, use Figure 14 and Figure 15 for a detailed description.
[0155] Figure 14 It is a diagram showing an example of a plurality of images acquired by the annotation unit 11 in Modification 1. FIG. 15 is a diagram showing an example of the second area determined by the annotation unit 11 in the first modification.
[0156] Annotation section 11 acquisition in Modification 1 Figure 14 As shown, a plurality of images including frame 103a, frame 103b, ..., at least a part of the frames of the plurality of images include a car parked, that is, an obstruction 1032 and a car in the vicinity of the obstruction 1032 as a driving The moving object 62 is a...
Deformed example 2
[0161] In Modification 1, as an example of a moving object, the door of a car was cited as an example, but it is not limited thereto. A moving object can also be an object used by children for play such as a ball or a flying saucer. In this case, the second area may be an area having the same size as the area obtained by enlarging the first area in the height direction in the image at the first time point. Below, use Figure 16 as well as Figure 17 An example in which the moving object is a ball will be specifically described.
[0162] Figure 16 It is a diagram showing an example of a plurality of images acquired by the annotation unit 11 in Modification 2. FIG. 17 is a diagram showing an example of the second area determined by the annotation unit 11 in the second modification.
[0163] Annotation section 11 acquisition in Modification 2 Figure 16 As shown, a plurality of images including frame 104a, frame 104b, ..., frame 104n, at least some of the frames of the plu...
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