60 lines
1.7 KiB
Python
60 lines
1.7 KiB
Python
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#!/usr/bin/env python3
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import rclpy
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from rclpy.node import Node
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from sensor_msgs.msg import Image
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from cv_bridge import CvBridge
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import cv2
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from rclpy.qos import QoSProfile, QoSReliabilityPolicy, QoSHistoryPolicy
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class ImageSubscriber(Node):
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def __init__(self):
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super().__init__('image_subscriber')
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# 定义 QoS 配置（匹配发布者的可靠性策略）
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qos_profile = QoSProfile(
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reliability=QoSReliabilityPolicy.BEST_EFFORT, # 或 BEST_EFFORT，取决于发布者
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history=QoSHistoryPolicy.KEEP_LAST,
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depth=10
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)
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self.subscription = self.create_subscription(
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Image,
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'/rgb_camera/image_raw',
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self.image_callback,
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qos_profile=qos_profile
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)
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self.subscription # 防止未使用变量警告
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self.bridge = CvBridge()
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def image_callback(self, msg):
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try:
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# 将ROS图像消息转换为OpenCV格式
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cv_image = self.bridge.imgmsg_to_cv2(msg, desired_encoding='bgr8')
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# 在这里进行你的图像分析
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# 例如显示图像
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cv2.imshow("Camera Feed", cv_image)
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cv2.waitKey(1)
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# 可以在这里添加你的图像处理代码
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# analyze_image(cv_image)
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except Exception as e:
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self.get_logger().error('Failed to convert image: %s' % str(e))
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def main(args=None):
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rclpy.init(args=args)
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image_subscriber = ImageSubscriber()
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try:
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rclpy.spin(image_subscriber)
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except KeyboardInterrupt:
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pass
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# 清理
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image_subscriber.destroy_node()
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rclpy.shutdown()
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cv2.destroyAllWindows()
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if __name__ == '__main__':
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main()
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