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Problem viewing images using python-opencv

asked 2017-02-08 10:02:32 -0500

pnambiar gravatar image

updated 2020-11-20 15:21:16 -0500

jayess gravatar image

I have trouble viewing color images from R200 realsense camera using the python-opencv interface. The window is blank when I run this script. When I comment out'cv2.namedWindow("Image window", 1)', it shows the first image.


import roslib
import sys
import rospy
import cv2
from std_msgs.msg import String
from geometry_msgs.msg import Twist
from sensor_msgs.msg import Image
from rospy.numpy_msg import numpy_msg
#from rospy_tutorials.msg import Floats
from cv_bridge import CvBridge, CvBridgeError
import numpy as np
import math;
import cv2;
#import matplotlib.pyplot as plt;
import sys;
#import caffe;
import socket;
#from sklearn import datasets;
import subprocess;

import message_filters
from rospy.numpy_msg import numpy_msg
import time

import os.path

class image_converter:

# Initializing variables, publishers and subscribers
  def __init__(self):
    print 'show window'
    cv2.namedWindow("Image window", 1)
#    print 'start bridge and subscribe'
    self.bridge = CvBridge()

    self.image_sub = rospy.Subscriber("/camera/rgb/image_color", Image, self.callback)

  # The main callback that processes the color and depth data.      
  def callback(self,color):

    start = time.time()
    # acquiring color and depth data (from ROS-python tutorial)

      frame = self.bridge.imgmsg_to_cv2(color, "bgr8")
    except CvBridgeError, e:
      print e

    frame = np.array(frame, dtype=np.uint8)

    cv2.imshow("Image window", frame)
    print 'test'

def main(args):
  ic = image_converter()
  rospy.init_node('image_converter', anonymous=True)
  except KeyboardInterrupt:
    print "Shutting down"

if __name__ == '__main__':
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2 Answers

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answered 2017-04-02 00:34:30 -0500

vibhor gravatar image

Remove self.bridge = CvBridge() statement from __init__(self) and move it to callback() function. On each callback, you need to reinitialize CvBridge object

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answered 2020-11-20 04:51:18 -0500

Ranjit Kathiriya gravatar image

updated 2021-05-04 17:21:56 -0500

This thing works for me. For getting an Image stream.


import rospy
from sensor_msgs.msg import Image 
from cv_bridge import CvBridge 
import cv2 
import numpy as np

def callback(data):
  br = CvBridge()
  rospy.loginfo("receiving video frame")
  current_frame = br.imgmsg_to_cv2(data)
  cv_image_array = np.array(current_frame, dtype = np.dtype('f8'))
  cv_image_norm = cv2.normalize(cv_image_norm, cv_image_array, 0, 1, cv2.NORM_MINMAX)
  cv2.imshow("camera", cv2.cvtColor(current_frame,cv2.COLOR_BGR2RGB))

def receive_message():
  rospy.init_node('video_sub_py', anonymous=True)
  rospy.Subscriber('__YOUR_TOPIC_NAME', Image, callback) # check name by rostopic list

if __name__ == '__main__':
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Asked: 2017-02-08 10:02:32 -0500

Seen: 2,042 times

Last updated: May 04 '21