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Thank you Eric, I just found that it was the issue of using same USB bus. By moving one camera to other USB bus solved the issue of the HD video streaming. I guess "guvcview" was inherently adjusting the frame rate and the resolution whereas running "rosrun uvc_camera camera_node" command simply started both cameras with HD and due to USB limits, one of the camera output crashed.

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