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TARGET RECOGNIZING DEVICE, TARGET RECOGNIZING METHOD, AND PROGRAM

机译:目标识别设备,目标识别方法和程序

摘要

To provide a target recognizing device with which it is possible to improve convenience in target detection and posture estimation based on an image.SOLUTION: The target recognizing device of an embodiment comprises a convolutional neural network unit and an acquisition unit. The convolutional neural network unit generates, from an input image, a first score map that includes a score per class in each pixel of the input image using a convolutional neural network. The acquisition unit acquires target recognition information that indicates the position and direction of at least one target captured in the input image, on the basis of a second score map in which at least two classes among the classes in the first score map are integrated to a new class, and the first score map.SELECTED DRAWING: Figure 1
机译:提供一种目标识别装置,利用该目标识别装置可以提高基于图像的目标检测和姿势估计的便利性。解决方案:一个实施例的目标识别装置包括卷积神经网络单元和获取单元。卷积神经网络单元使用卷积神经网络从输入图像生成第一得分图,该第一得分图包括输入图像的每个像素中每个类别的得分。获取单元基于第二得分图来获取目标识别信息,该目标识别信息指示在输入图像中捕获的至少一个目标的位置和方向,其中第二得分图将第一得分图中的类别中的至少两个类别集成到新课程和第一个分数图。选择的图纸:图1

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